数据采集系统DATA ACQUISITION SYSTEMS中英文对照

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数据采集系统(中英)

数据采集系统(中英)

Introduction to Data Acquisition顾名思义,数据采集系统是为了记录或分析一些现象而用来采集信息的产品和/或过程。

例如,技术人员在纸上记录熔炉温度就是一种最简单的数据采集方式。

随着技术的发展,这一过程在电子设备的帮助下得到了简化,而且更加精确、可靠,用途也更加广泛。

这些设备从简单的记录器到复杂的计算机系统,范围广泛。

数据采集产品是系统的核心,它将温度、流量、液位或压力传感器等各种产品联系在一起。

下面是一些常用的数据采集术语:Data acquisition systems, as the name implies, are products and/or processes used to collect information to document or analyze some phenomenon. In the simplest form, a technician logging the temperature of an oven on a piece of paper is performing data acquisition. As technology has progressed, this type of process has been simplified and made more accurate, versatile, and reliable through electronic equipment. Equipment ranges from simple recorders to sophisticated computer systems. Data acquisition products serve as a focal point in a system, tying together a wide variety of products, such as sensors that indicate temperature, flow, level, or pressure. Some common data acquistion terms are shown below:∙模数转换器(ADC)用于将模拟信号转换为等价数字信号的电子设备。

DEH系统常用术语中英文对照

DEH系统常用术语中英文对照

DCS----分散控制系统DAS----数据采集和处理系统CCS-----机炉协调控制系统SCS-----辅机顺序控制系统FSSS-----锅炉炉膛安全监视系统MEH-----给水泵汽轮机控制系统TBC-----汽轮机旁路控制系统EMS-----电气量控制系统DEH-----数字式电液控制系统ETS-----汽轮机紧急跳闸系统DASdata acquisition system,数据采集系统:对生产过程中参数或设备状态进行巡回检测,并经处理后进行显示、打印、报警的计算机系统。

用于作为分散控制系统的一部分时称“数据采集系统”(data acquisiti on system,DAS)。

MCS,模拟量控制系统modulating control system(MCS)模拟量控制系统实现钢炉、汽轮机及辅助系统参数自动控制的总称。

在这种系统中,常包含参数自动控制及偏差报警功能,对前者,其输出量为输人量的连续函数。

在对外文件中也可称闭环控制系统CCS(closed loop control System)。

FSSS,炉膛安全保护系统furnace safety supervisory system(FSSS)炉膛安全监控系统当锅炉炉膛燃烧熄火时,保护炉膛不爆炸(外爆或内爆)而采取监视和控制措施的自动系统。

包括炉膛安全系统furnace safety system(FSS)和燃烧器控制系统burner control system(BCS)。

SCS,顺序控制系统(程序控制系统)sequence control system(SCS)顺序控制系统对某一工艺系统或主要辅机按一定规律进行控制的控制系统(属于开环控制或逻辑控制之列)。

BBPS,TBPS,DEH,汽轮机共频电液调节digital electro-hydraulic control(DEH)数字式电液控制系统由按电气原理设计的敏感元件、数字电路(计算机)、按液压原理设计的放大元件和液压伺服机构构成的汽轮机控制系统。

通信行业英语中英对照手册(D)

通信行业英语中英对照手册(D)

通信行业英语中英对照手册(D)D-A Digital-Analog 数模D-D Digital-Digital 数数D/A Digital / Analog 数字/模拟DA Data Access 数据存取DA Data Acquisition 数据采集DA Demand Assignment 按需分配DA Destination Address 目的地址DAA Data Access Arrangement 数据存取装置DAB Digital Audio Broadcast 数字音频广播DAC Data Acquisition Center 数据采集中心DAC Data Acquisition Computer 数据采集计算机DAC Data Acquisition Controller 数据采集控制器DAC Digital Analog Converter 数模转换器DACI Direct Adjacent Channel Interference 相邻信道的直接干扰DACN Desk Area Computer Network 桌域计算机网DACS Digital Access & Cross-connect System 数字接入交叉连接系统DAD Digital Audio Disk 数字音频磁盘DAE Data Acquisition Equipment 数据采集设备DAE Distributed Agent Environment 分布式代理环境DAF Destination Address Field 目的地址字段DAI Data Adapter Interface 数据适配器接口DAI Distributed Artificial Intelligence 分布式人工智能DAL Data Access Line 数据存取线路DAM Data Addressed Memory 数据定址存储器DAM DECT Authentication Module DECT认证模块DAMA Demand Assigned Multiple Access 按需分配多址访问DAMPS Digital Adanced Mobile Phone System 数字高级移动电话系统DAP Data Access Point 数据接入点DAP Data Access Protocol 数据存取协议DAP Data Acquisition Processor 数据采集处理器DAP Directory Access Protocol 目录访问协议DAR Dynamic Alternate Routing 动态迂回路由DARC DAta Radio Channel 数据无线信道DAT Digital Audio Tape 数据音频磁带DAVIC Digital Audio / Video International Council 国际数字音频/视频理事会DAVID Digital Audio / Video Interactive Decoder 数字音频/视频交互式解码器DAWS Digital Advanced Wireless Service 数字高级无线服务DB DataBase 数据库DBA DataBase Administrator 数据库管理程序DBA Dynamic Bandwidth Allocation 动态带宽分配DBC Dynamic Bandwidth Controller 动态带宽控制器DBMS DataBase Management System 数据库管理系统DBN DataBase Network 数据库网络DBPSK Differentially coherent Binary PSK 差分相干二进制相移键控DBR Deterministic Bit Rate 确定性比特率DBS Direct Broadcast Satellite 直播卫星DBS Domestic Base Station 国内基站DBX Digital Branching & CroSs-connect equipment 数字分路和交叉连接设备DC Data Compression 数据压缩DC Digital Convergence 数字汇聚DC Dispersion Compensation 色散补偿DC Down Compatibility 向下兼容DC Driving Circuit 驱动电路DC Drop Cable 引入缆DCA Dynamic Channel Allocation 动态信道分配DCC Data Communication Channel 数据通信信道DCC Data Country Code 数据国家码DCC Digital Control Channel 数字控制信道DCC Digital Cross Connect 数字交叉连接DCCH Dedicated Control CHannel 专用控制信道DCCN Distributed Computer Communication Network 分布式计算机通信网络DCD Data Communication Device 数据通信装置DCE Data Circuit Equipment 数据电路设备DCE Data Circuit terminating Equipment 数据电路端接设备DCE Data Communication Equipment 数据通信设备DCE Data Connection Equipment 数据连接设备DCE Distributed Computing Environment 分布式计算环境DCF Data Communication Function 数据通信功能DCF Dispersion Compensation Fiber 色散补偿光纤DCL Digital Channel Link 数字信道链路DCLU Digital Carrier Line Unit 数字载波线路单元DCM Data Communication Module 数据通信模块DCM Data Communication Multiplexer 数据通信复用器DCM Dispersion Compensator Module 色散补偿模块DCM Dynamic Connection Management 动态连接管理DCMA Data Communication Mesh Architecture 数据通信网状结构DCME Digital Circuit Multiplication Equipment 数字线路多路复用器DCN Data Communication Network 数据通信网DCN Digital Communication Network 数字通信网DCNA Data Communication Network Architecture 数据通信网络体系结构DCOM Distributed Component Object Model 分布式构件对象模型DCP Data Communication Processor 数据通信处理器DCP Data Coordinating Point 数据协调点DCP Digital Communication Protocol 数字通信协议DCP Distributed Communication Processor 分布式通信处理器DCPA Distributed Call Processing Architecture 分布式呼叫处理结构DCPN Domestic Customer Premises Network 国内用户驻地网DCPS Data Compression Processing System 数据压缩处理系统DCPSK Differentially Coherent Phase-Shift Keying 差分相干相移键控DCR Destination Call Routing 按目标选择路由DCR Dynamically Controlled Routing 动态控制路由DCS Desktop Conferencing System 桌式会议系统DCS Digital Cellular System 数字蜂窝系统DCS Digital Communication System 数字通信系统DCS Digital Cross-connect System 数字交叉连接系统DCS Dynamic Channel Selection 动态信道选择DCS Dynamic Channel Stealing 动态信道挪用DCT Data Communication Terminal 数据通信终端DCT Discrete Cosine Transformation 离散余弦变换DCTU Directly Connected Test Unit 直接连接测试单元DCU Digital Connection Unit 数字连接单元DCU Dual Carrier Unit 双载波单元DD-EDFA Dispersion-Decreasing Erbium Doped Fiber Amplifier 低色散掺铒光纤放大器DDB Distributed DataBase 分布式数据库DDC Digital Data Communication 数字数据通信DDC Digital Data Converter 数字数据转换器DDCMP Digital Data Communications Message Protocol 数字数据通信消息协议DDD Digital Data Demodulator 数字数据解调器DDD Direct Distance Dialing 长途直拨DDE Dynamic Data Exchange 动态数据交换DDF Digital Distribution Frame 数字配线架DDF Dispersion-Decreasing Fiber 低色散光纤DDHB Distributed Dynamic Hypermedia Browser 分布式动态超媒体浏览器DDI Direct-Dialing-In 直接拨入DDL Digital Data Line 数字数据线DDL Digital Data Link 数字数据链路DDN Digital Data Network 数字数据网DDN Distributed Data Network 分布式数据网DDNS Dynamic Domain Name System 动态域名系统DDOS Distributed Deny Of Service 分布式拒绝服务DDOV Digital Data Over Voice 话音传送数字数据DDP Datagram Delivery Protocol 数据报投递协议DDP Distributed Data Processing 分布数据处理DDP Distributed Data Processor 分布式数据处理器DDS Digital Data Service 数字数据服务DDS Digital Data System 数字数据系统DDS Direct Digital Satellite 直播数字卫星DECT Digital Enhanced Cordless Telecommunications 数字增强型无绳电信DED Dynamically Established Data link 动态建立数据链路DEDF Distributed Erbium-Doped Fiber 分布式掺铒光纤DEDFA Distributed Erbium-Doped Fiber Amplifier 分布式掺铒光纤放大器DEK Data Encryption Key 数据加密密钥DEN Directory-Enabled Networking 基于目录的连网DES Data Encryption Standard 数据加密标准DFAS Distributed Frame Alignment Signal 分布式帧排列信号DFB Distributed Feed Back 分布反馈DFC Data Flow Control 数据流控制DFCF Dispersion Flat Compensation Fiber 色散平坦补偿光纤DFE Decision Feedback Equalizer 判决反馈均衡器DFF Dispersion Flattened Fiber 色散平坦光纤DFG Differential-Frequency-Generation 差分频率产生DFI Digital Facility Interface 数字设备接口DFL Data Flow Controller 数据流控制器DFOS Distributed Fiber Optic Sensing 分布式光纤传感DFP Distributed Function Plane 分布式功能平面DFS Decision Feedback System 判决反馈系统DFS Dedicated File Server 专用文件服务器DFS Distributed Fiber Sensor 分布式光纤传感器DFSK Differential Frequency Shift Keying 差分频移键控DFSK Double Frequency Shift Keying 双频移键控DFSM Dispersion Flattened Single Mode 色散平坦单模DFT Delayed-First-Transmission 延迟优先传输DFU Data Facilities Unit 数字设备单元DGPS Difference Global Positioning System 差分全球定位系统DHCP Dynamic Host Configuration Protocol 动态主机配置协议DHCP Dynamic Host Control Protocol 动态主机控制协议DHN Digital Home Network 数字家庭网DHTML Dynamic HTML 动态HTMLDHW Down HighWay 下行公共信道DI Digital Interface 数字接口DI Dispersion-Increasing 色散增加DIB Data Input Bus 数据输入总线DIB Device Independent Bitmap 与设备无关位图DIB Directory Information Base 目录信息库DICH Dedicated Information CHannel 专用信息信道DICS Digital Image Correction System 数字图像校正系统DID Direct In-Dialling 直接拨号DII Dynamic Invocation Interface 动态调用接口DINA DIgital Network Analyzer 数字网络分析程序DINOS DIstributed Network Operating System 分布式网络*作系统DIP Digital Image Processing 数字图像处理DIRMA Digital Impulse Radio Multiple Address 数字脉冲无线多址DIS Digital Identification Signal 数字识别信号DISP Directory Information Shadowing Protocol 目录信息隐匿协议DIT Direct Image Technical 直接成像技术DIT Directory Information Tree 目录信息树DL Data Link 数据链路DL Down Link 下行链路DL Dynamic Link 动态链接DLC Data Link Control 数据链路控制DLC Data-Link-Connection 数据链路连接DLC Digital Loop Carrier 数字环路载波DLC Dynamic Load Control 动态负载控制DLCI Data Link Connection Identifier 数据链路连接标识符DLCI Digital Loop Carrier Interface 数字环路载波接口DLCU Data Link Control Unit 数据链路控制单元DLE Data Link Entity 数据链路实体DLE Digital Local Exchange 本地数字交换DLE Distributed LAN Emulation 分布式局域网仿真DLI Data Link Interface 数据链路接口DLIS Digital Link Interface Software 数字链路接口软件DLL Data Link Layer 数据链路层DLL Delay Lock Loop 延迟锁定环路DLL Digital Leased Line 数字租用线路DLL Digital Local Line 数字本地线路DLL Dynamic Linked Library 动态链接程序库DLN Double Loop Network 双环网络DLS Data Link Service 数据链路服务DLS Digital Line Section 数字线路段DLSAP Data Link Service Access Point 数据链路服务接入点DLSDU Data Link Service Data Unit 数据链路服务数据单元DLT Digital Link T ester 数字链路测试器DLTU Digital Line and Trunk Unit 数字线路和中继线单元DM Data Mining 数据挖掘DM Data Multiplexer 数据多路复用器DM Delta Modulation 增量调制DM Disconnected Mode 断开方式DM Dispersion Management 色散管理DMA Direct Memory Access 存储器直接存取DMAC Distributed Multi-Agent Coordination 分布式多代理协作DMB Digital Media Broadcasting 数字媒体广播DMC Data Multiplex Channel 数据复用信道DMC Digital Media Center 数字媒体中心DMCI Digital Media Control Interface 数字媒体控制接口DMCWS Distributed Multimedia Cooperative Writing System 分布式多媒体协同编著系统DMD Differential Mode Delay 差分模式时延DME Digital Multiplex Equipment 数字复用设备DME Distributed Management Environment 分布式管理环境DMF Dispersion-Managed Fiber 色散管理光纤DMIS Distributed Multimedia Information System 分布式多媒体信息系统吐血推荐:通信英语缩语手册(DMK-DXI)DMK Distributed Multimedia Kiosk 分布式多媒体触摸屏服务DML Data Manipulation Language 数据*作语言DMS Data Multiplexing System 数据复用系统DMS Demand Multimedia System 多媒体点播系统DMS Distributed Multimedia Service 分布式多媒体服务DMSD Digital Multi Standard Decoder 数字多标准译码器DMSD Digital Multi Standard Decoding 数字多制式解码DMSS Data Multiplexing SubSystem 数据复用子系统DMT Discrete Multi-Tone 离散多音DN Destination Network 目标网络DN Directory Number 电话簿号码DN Distributed Network 分布式网络DN Distribution Network 分配网DN Domain Name 域名DN Downstream Node 下行结点DNA Data Network Address 数据网络地址DNA Destination Node Address 目标结点地址DNA Digital Network Architecture 数字网络结构DNA Distributed Network Architectrue 分布式网络结构DNBR Dialing NumBeR 拨号号码DNC Dynamic Network Collection 动态网络收集DNCC Data Network Control Center 数据网络控制中心DNCS Distributed Network Control System 分布式网络控制系统DNG Digital News Gathering 数字新闻采访DNHR Dynamic NonHierarchical Routing 动态无级路由选择DNI Data Network Interface 数据网接口DNI Desktop Network Interface 桌面网络接口DNI Distributed Network Interface 分布式网络接口DNIC Data Network Identification Code 数据网标识码DNM Distributed Network Management 分布式网络管理DNMEP Data Network Modified Emulator Program 数据网络改进型仿真程序DNR Digital Noise Rejection 数字噪声抑制DNS Data Network Service 数据网络业务DNS Distributed Network System 分布式网络系统DNS Domain Name Server 域名服务器DNS Domain Name Service 域名服务DNS Domain Name System 域名系统DNTS Data Network Test System 数据网络测试系统DOD Data On Demand 按需提供数据DOD Direct Outward Dialing 直接向外拨号DOMSAT DOMestic SATellite 国内卫星DONA Decentralized Open Network Architecture 分散开放式网络体系结构DOS Denial Of Service 拒绝服务DOV Data Over Voice 话音传数据DP Data Processing 数据处理DP Detection Point 检测点DP Distribution Point 分配点DPCCH Dedicated Physical Control CHannel 专用物理控制信道DPCM Differential Pulse Code Modulation 差分脉码调制DPCN Digital Private Circuit Network 数字专用电路网DPDCH Dedicated Physical Data CHannel 专用物理数据信道DPE Distributed Processing Environment 分布式处理环境DPG Digital Pair Gain 数字线对增益DPHCH Dedicated PHysical CHannel 专用物理信道DPI Dot Per Inch 每英寸点数DPL Data Protection Layer 数据保护层DPN Dual-Private Network 双向专用网络DPN Dynamical Path Network 动态路径网DPON Domestic PON 国内无源光网络DPS Distributed Packet Switching 分布式分组交换DPS Dynamic Packet State 动态分组状态DPSK Diffential Phase Shift Keying 差分相移键控DPT Dynamic Packet Transport 动态分组传送DQDB Distributed Queue Dual Bus 分布式队列双总线DQPSK Differential Quadrature Phase Shift Keying 差分四相相移键控DR Deflection Routing 改向路由选择DR Direct Route 直达路由DR Disconnect Request 挂断请求DR Dynamic Routing 动态选路DRAM Dynamic Random Access Memory 动态随机存取存储器DRID Destination Routing IDentifier 目的路由选择标识符DRP Distribution Resource Planning 分配资源计划DRP Dynamic Routing Protocol 动态选路协议DRS Digital Radio System 数字无线电系统DS Data Stream 数据流DS Data Switching 数据交换DS Differentiated Service 区分业务DS Direct Sequence 直接序列DS Directory Services 目录服务DS Dispersion Shift 色散位移DS document.nbspStorage 文件存储DS-CDMA Direct Sequence CDMA 直接序列CDMADS-SMF Dispersion Shifted Single Mode Fiber 色散位移单模光纤DSA Digital Signature Algorithm 数字签名算法DSA Directory System Agent 目录系统代理DSAA DECT Standard Authentication Algorithm DECT标准认证算法DSAMA Dynamic Slot Allocation Multiple Access 动态时隙分配多址接入DSAP Data link Service Access Point 数据链路业务接入点DSB Direct Satellite Broadcast 直接卫星广播DSBSC Double Side-Band Suppressed Carrier 双边带抑制载波DSC Decision Support Center 决策支持中心DSC Direct Satellite Communications 直接卫星通信DSCA DECT Standard Cipher Algorithm DECT标准密码算法DSCF Dispersion Slope Compensating Fiber 色散斜率补偿光纤DSE Data Switching Exchange 数据交换机DSF Dispersion Shifted Fiber 色散位移光纤DSI Digital Speech Interpolation 数字话音内插DSL Digital Subscriber Line 数字用户线DSLAM Digital Subscriber Line Access Multiplexer 数字用户线接入复用器DSM Digital Switch Module 数字交换模块DSM Direct-Sequence Modulation 直接序列调制DSM Dynamic Single Mode 动态单模DSN Digital Switching Network 数字交换网络DSN Distributed Switching Node 分布式交换结点DSP Digital Signal Processing 数字信号处理DSP Digital Signal Processor 数字信号处理器DSP Digital Sound Processor 数字声音处理器DSP Directory System Protocol 目录系统协议DSP Domain Specific Part 域专用区DSR Dynamic Source Routing 动态源路由DSRS Data Signal Rate Selection 数据信号速率选择DSS Data Storage System 数据存储系统DSS Decision Support System 决策支持系统DSS Digital Signature Standard 数字签名标准DSS Digital Subscriber Service 数字用户业务DSS Direct Satellite System 直播卫星系统DSS Directory Service System 目录服务系统DSS1 Digital Subscriber Signaling system No.1 1号数字用户信令系统DSS2 Digital Subscriber Signaling system No.2 2号数字用户信令系统DSSG Decision Support System Generator 决策支持系统生成器DSSMAN Data Service Specific MAN 数据业务专用城域网DSSS Direct Sequence Spread Spectrum 直接序列扩频DSSSMA DSSS Multiple Access 直接序列扩频多址接入DST Dispersion Supported Transmission 色散支持传输DST Dynamic Soliton Transmission 动态孤子传输DSTM Dynamic Synchronous Transfer Mode 动态同步转移模式DSU Data Service Unit 数据业务单元DSU Data Switch Unit 数据交换单元DSU Digital Service Unit 数字业务单元DSU Digital Switching Unit 数字交换单元DSV Data Steal into Voice 数据插入语音DSVD Digital Simultaneous Voice & Data 语音和数据同时数字传输DSVMA Data Steal into Voice Multiple Access 数据插入语音多址接入DSX Digital Singals CroSs-connect 数字信号交叉连接DT Data Terminal 数据终端DT Data Transfer 数据传送DT Digital Terminal 数字终端DT-PDU DaT a Protocol Data Unit 数据协议数据单元DT-WDMA Dynamic Time Wavelength Division Multiple Access 动态时间波分多址接入DTE Data Terminating Equipment 数据终端设备DTF Delayed TransFer 延迟转移DTF Digital Transmission Facility 数字传输设备DTF Dispersion-T ailored Fiber 色散预定光纤DTF Dispersion-T apered Fiber 色散锥形光纤DTH Direct To Home 直接到户DTI Data Transmission Interface 数据传输接口DTI Digital Terminal Interface 数字终端接口DTI Digital Transmission Interface 数字传输接口DTI Digital Trunk Interface 数字中继接口DTIM Digital Transmission Interface Module 数字传输接口模块DTL Data Transmission Line 数据传输线路DTLM Digital Trunk Line Module 数字中继线路模块DTM Digital Trunk Module 数字中继模块DTM Dynamic synchronous Transfer Mode 动态同步转移模式DTMF Dual Tone Multiple Frequency 双音多频DTO Data Transfer Operation 数据转移*作DTP Data Transfer Phase 数据转移阶段DTP Data Transfer Protocol 数据转移协议DTR Digital Trunked Radio 数字无线中继DTS Data Transmission System 数据传输系统DTS Digital Termination Service 数字终端业务DTS Digital Transmission System 数字传输系统DTSA Dynamic Time Slot Allocation 动态时隙分配DTSWCH Digital Trunk SWitCH 数字中继交换DTT Data Transmission Technique 数据传输技术DTU Data Terminal Unit 数据终端单元DTV DeskTop Video 桌面视频DTV Digital TeleVision 数字电视DU Dispersion-Unshifted 非色散位移光纤DUA Directory User Agent 目录用户代理DUI Data Unit Interface 数据单元接口DUP Data User Part 数据用户部分DUP Destination User Prompter 目的用户提示器DV Desktop Video-conference 桌面型视频会议系统DV Digital Video 数字视频DV-MCI Digital Video-Media Control Interface 数字视频媒体控制接口DVB Digital Video Broadcast 数字视频广播DVC Desktop Video Conference 桌面型视频会议系统DVC Digital Video Compression 数字视频压缩DVC Digital Video Controller 数字视频控制器DVD Digital Versatile Disc 数字通用光盘DVD Digital Video Disk 数字影碟DVDS Digital Video Display System 数字视频显示系统DVE Digital Video Effect 数字视频效果DVHT Digital Video Home Terminal 数字电视家庭终端DVI Digital Video Interactive 交互式数字视频DVM Data Voice Multiplexer 数据语音复用器DVMP Data Voice MultiPlex 数据话音多路复用DVN Digital Video Network 数字视频网DVO Data Voice Outlet 数据语音引线(出口)DVP Deterministic Virtual Path 确定性虚通路DVS Desktop Video Studio 桌面视频演播室DVS Digital Video System 数字视频系统DVVI Data Voice Video Integration 数据话音视频集成DVXS Digital Visual eXchange Service 数字可视交换业务DW Data Warehouse 数据仓库DWDM Dense Wavelength Division Multiplexing 密集波分复用DWMS Data Warehouse Management System 数据仓库管理系统DWMT Discrete Wavelet Multi-T one 离散小波多音DWRR Dynamic Weighted Round-Robin 动态加权循环法DWS Dialable Wideband Service 可拨号的宽带业务DWT Discrete Wavelet Transform 离散小波变换DXC Digital CrosS Connection 数字交叉连接DXC Digital CrosS Connect system 数字交叉连接系统DXI Data eXchange Interface 数据交换接口。

数据采集系统中英文对照外文翻译文献

数据采集系统中英文对照外文翻译文献

中英文对照外文翻译(文档含英文原文和中文翻译)Data Acquisition SystemsData acquisition systems are used to acquire process operating data and store it on,secondary storage devices for later analysis. Many or the data acquisition systems acquire this data at very high speeds and very little computer time is left to carry out any necessary, or desirable, data manipulations or reduction. All the data are stored on secondary storage devices and manipulated subsequently to derive the variables ofin-terest. It is very often necessary to design special purpose data acquisition systems and interfaces to acquire the high speed process data. This special purpose design can be an expensive proposition.Powerful mini- and mainframe computers are used to combine the data acquisition with other functions such as comparisons between the actual output and the desirable output values, and to then decide on the control action which must be taken to ensure that the output variables lie within preset limits. The computing power required will depend upon the type of process control system implemented. Software requirements for carrying out proportional, ratio or three term control of process variables are relatively trivial, and microcomputers can be used to implement such process control systems. It would not be possible to use many of the currently available microcomputers for the implementation of high speed adaptive control systems which require the use of suitable process models and considerable online manipulation of data.Microcomputer based data loggers are used to carry out intermediate functions such as data acquisition at comparatively low speeds, simple mathematical manipulations of raw data and some forms of data reduction. The first generation of data loggers, without any programmable computing facilities, was used simply for slow speed data acquisition from up to one hundred channels. All the acquired data could be punched out on paper tape or printed for subsequent analysis. Such hardwired data loggers are being replaced by the new generation of data loggers which incorporate microcomputers and can be programmed by the user. They offer an extremely good method of collecting the process data, using standardized interfaces, and subsequently performing the necessary manipulations to provide the information of interest to the process operator. The data acquired can be analyzed to establish correlations, if any, between process variables and to develop mathematical models necessary for adaptive and optimal process control.The data acquisition function carried out by data loggers varies from one to 9 in system to another. Simple data logging systems acquire data from a few channels while complex systems can receive data from hundreds, or even thousands, of input channels distributed around one or more processes. The rudimentary data loggers scan the selected number of channels, connected to sensors or transducers, in a sequential manner and the data are recorded in a digital format. A data logger can be dedicated in the sense that it can only collect data from particular types of sensors and transducers. It is best to use a nondedicated data logger since any transducer or sensor can be connected to the channels via suitable interface circuitry. This facility requires the use of appropriate signal conditioning modules.Microcomputer controlled data acquisition facilitates the scanning of a large number of sensors. The scanning rate depends upon the signal dynamics which means that some channels must be scanned at very high speeds in order to avoid aliasing errors while there is very little loss of information by scanning other channels at slower speeds. In some data logging applications the faster channels require sampling at speeds of up to 100 times per second while slow channels can be sampled once every five minutes. The conventional hardwired, non-programmable data loggers sample all the channels in a sequential manner and the sampling frequency of all the channels must be the same. This procedure results in the accumulation of very large amounts of data, some of which is unnecessary, and also slows down the overall effective sampling frequency. Microcomputer based data loggers can be used to scan some fast channels at a higher frequency than other slow speed channels.The vast majority of the user programmable data loggers can be used to scan up to 1000 analog and 1000 digital input channels. A small number of data loggers, with a higher degree of sophistication, are suitable for acquiring data from up to 15, 000 analog and digital channels. The data from digital channels can be in the form of Transistor- Transistor Logic or contact closure signals. Analog data must be converted into digital format before it is recorded and requires the use of suitable analog to digital converters (ADC).The characteristics of the ADC will define the resolution that can be achieved and the rate at which the various channels can be sampled. An in-crease in the number of bits used in the ADC improves the resolution capability. Successive approximation ADC's arefaster than integrating ADC's. Many microcomputer controlled data loggers include a facility to program the channel scanning rates. Typical scanning rates vary from 2 channels per second to 10, 000 channels per second.Most data loggers have a resolution capability of ±0.01% or better, It is also pos-sible to achieve a resolution of 1 micro-volt. The resolution capability, in absolute terms, also depends upon the range of input signals, Standard input signal ranges are 0-10 volt, 0-50 volt and 0-100 volt. The lowest measurable signal varies form 1 t, volt to 50, volt. A higher degree of recording accuracy can be achieved by using modules which accept data in small, selectable ranges. An alternative is the auto ranging facil-ity available on some data loggers.The accuracy with which the data are acquired and logged-on the appropriate storage device is extremely important. It is therefore necessary that the data acquisi-tion module should be able to reject common mode noise and common mode voltage. Typical common mode noise rejection capabilities lie in the range 110 dB to 150 dB. A decibel (dB) is a tern which defines the ratio of the power levels of two signals. Thus if the reference and actual signals have power levels of N, and Na respectively, they will have a ratio of n decibels, wheren=10 Log10(Na /Nr)Protection against maximum common mode voltages of 200 to 500 volt is available on typical microcomputer based data loggers.The voltage input to an individual data logger channel is measured, scaled and linearised before any further data manipulations or comparisons are carried out.In many situations, it becomes necessary to alter the frequency at which particu-lar channels are sampled depending upon the values of data signals received from a particular input sensor. Thus a channel might normally be sampled once every 10 minutes. If, however, the sensor signals approach the alarm limit, then it is obviously desirable to sample that channel once every minute or even faster so that the operators can be informed, thereby avoiding any catastrophes. Microcomputer controlledintel-ligent data loggers may be programmed to alter the sampling frequencies depending upon the values of process signals. Other data loggers include self-scanning modules which can initiate sampling.The conventional hardwired data loggers, without any programming facilities, simply record the instantaneous values of transducer outputs at a regular samplingin-terval. This raw data often means very little to the typical user. To be meaningful, this data must be linearised and scaled, using a calibration curve, in order to determine the real value of the variable in appropriate engineering units. Prior to the availability of programmable data loggers, this function was usually carried out in the off-line mode on a mini- or mainframe computer. The raw data values had to be punched out on pa-per tape, in binary or octal code, to be input subsequently to the computer used for analysis purposes and converted to the engineering units. Paper tape punches are slow speed mechanical devices which reduce the speed at which channels can be scanned. An alternative was to print out the raw data values which further reduced the data scanning rate. It was not possible to carry out any limit comparisons or provide any alarm information. Every single value acquired by the data logger had to be recorded eventhough it might not serve any useful purpose during subsequent analysis; many data values only need recording when they lie outside the pre-set low and high limits.If the analog data must be transmitted over any distance, differences in ground potential between the signal source and final location can add noise in the interface design. In order to separate common-mode interference form the signal to be recorded or processed, devices designed for this purpose, such as instrumentation amplifiers, may be used. An instrumentation amplifier is characterized by good common-mode- rejection capability, a high input impedance, low drift, adjustable gain, and greater cost than operational amplifiers. They range from monolithic ICs to potted modules, and larger rack-mounted modules with manual scaling and null adjustments. When a very high common-mode voltage is present or the need for extremely-lowcom-mon-mode leakage current exists(as in many medical-electronics applications),an isolation amplifier is required. Isolation amplifiers may use optical or transformer isolation.Analog function circuits are special-purpose circuits that are used for a variety of signal conditioning operations on signals which are in analog form. When their accu-racy is adequate, they can relieve the microprocessor of time-consuming software and computations. Among the typical operations performed are multiplications, division, powers, roots, nonlinear functions such as for linearizing transducers, rimsmeasure-ments, computing vector sums, integration and differentiation, andcurrent-to-voltage or voltage- to-current conversion. Many of these operations can be purchased in available devices as multiplier/dividers, log/antilog amplifiers, and others.When data from a number of independent signal sources must be processed by the same microcomputer or communications channel, a multiplexer is used to channel the input signals into the A/D converter.Multiplexers are also used in reverse, as when a converter must distribute analog information to many different channels. The multiplexer is fed by a D/A converter which continually refreshes the output channels with new information.In many systems, the analog signal varies during the time that the converter takes to digitize an input signal. The changes in this signal level during the conversion process can result in errors since the conversion period can be completed some time after the conversion command. The final value never represents the data at the instant when the conversion command is transmitted. Sample-hold circuits are used to make an acquisition of the varying analog signal and to hold this signal for the duration of the conversion process. Sample-hold circuits are common in multichannel distribution systems where they allow each channel to receive and hold the signal level.In order to get the data in digital form as rapidly and as accurately as possible, we must use an analog/digital (A/D) converter, which might be a shaft encoder, a small module with digital outputs, or a high-resolution, high-speed panel instrument. These devices, which range form IC chips to rack-mounted instruments, convert ana-log input data, usually voltage, into an equivalent digital form. The characteristics of A/D converters include absolute and relative accuracy, linearity, monotonic, resolu-tion, conversion speed, and stability. A choice of input ranges, output codes, and other features are available. The successive-approximation technique is popular for a large number ofapplications, with the most popular alternatives being the counter-comparator types, and dual-ramp approaches. The dual-ramp has been widely-used in digital voltmeters.D/A converters convert a digital format into an equivalent analog representation. The basic converter consists of a circuit of weighted resistance values or ratios, each controlled by a particular level or weight of digital input data, which develops the output voltage or current in accordance with the digital input code. A special class of D/A converter exists which have the capability of handling variable reference sources. These devices are the multiplying DACs. Their output value is the product of the number represented by the digital input code and the analog reference voltage, which may vary form full scale to zero, and in some cases, to negative values.Component Selection CriteriaIn the past decade, data-acquisition hardware has changed radically due to ad-vances in semiconductors, and prices have come down too; what have not changed, however, are the fundamental system problems confronting the designer. Signals may be obscured by noise, rfi,ground loops, power-line pickup, and transients coupled into signal lines from machinery. Separating the signals from these effects becomes a matter for concern.Data-acquisition systems may be separated into two basic categories:(1)those suited to favorable environments like laboratories -and(2)those required for hostile environments such as factories, vehicles, and military installations. The latter group includes industrial process control systems where temperature information may be gathered by sensors on tanks, boilers, wats, or pipelines that may be spread over miles of facilities. That data may then be sent to a central processor to provide real-time process control. The digital control of steel mills, automated chemical production, and machine tools is carried out in this kind of hostile environment. The vulnerability of the data signals leads to the requirement for isolation and other techniques.At the other end of the spectrum-laboratory applications, such as test systems for gathering information on gas chromatographs, mass spectrometers, and other sophis-ticated instruments-the designer's problems are concerned with the performing of sen-sitive measurements under favorable conditions rather than with the problem ofpro-tecting the integrity of collected data under hostile conditions.Systems in hostile environments might require components for wide tempera-tures, shielding, common-mode noise reduction, conversion at an early stage, redun-dant circuits for critical measurements, and preprocessing of the digital data to test its reliability. Laboratory systems, on the other hand, will have narrower temperature ranges and less ambient noise. But the higher accuracies require sensitive devices, and a major effort may be necessary for the required signal /noise ratios.The choice of configuration and components in data-acquisition design depends on consideration of a number of factors:1. Resolution and accuracy required in final format.2. Number of analog sensors to be monitored.3. Sampling rate desired.4. Signal-conditioning requirement due to environment and accuracy.5. Cost trade-offs.Some of the choices for a basic data-acquisition configuration include:1 .Single-channel techniques.A. Direct conversion.B. Preamplification and direct conversion.C. Sample-hold and conversion.D. Preamplification, sample-hold, and conversion.E. Preamplification, signal-conditioning, and direct conversion.F. Preamplification, signal-conditioning, sample-hold, and conversion.2. Multichannel techniques.A. Multiplexing the outputs of single-channel converters.B. Multiplexing the outputs of sample-holds.C. Multiplexing the inputs of sample-holds.D. Multiplexing low-level data.E. More than one tier of multiplexers.Signal-conditioning may include:1. Radiometric conversion techniques.B. Range biasing.D. Logarithmic compression.A. Analog filtering.B. Integrating converters.C. Digital data processing.We shall consider these techniques later, but first we will examine some of the components used in these data-acquisition system configurations.MultiplexersWhen more than one channel requires analog-to-digital conversion, it is neces-sary to use time-division multiplexing in order to connect the analog inputs to a single converter, or to provide a converter for each input and then combine the converter outputs by digital multiplexing.Analog MultiplexersAnalog multiplexer circuits allow the timesharing of analog-to-digital converters between a numbers of analog information channels. An analog multiplexer consists of a group of switches arranged with inputs connected to the individual analog channels and outputs connected in common(as shown in Fig. 1).The switches may be ad-dressed by a digital input code.Many alternative analog switches are available in electromechanical and solid-state forms. Electromechanical switch types include relays, stepper switches,cross-bar switches, mercury-wetted switches, and dry-reed relay switches. The best switching speed is provided by reed relays(about 1 ms).The mechanical switches provide high do isolation resistance, low contact resistance, and the capacity to handle voltages up to 1 KV, and they are usually inexpensive. Multiplexers using mechanical switches are suited to low-speed applications as well as those having high resolution requirements. They interface well with the slower A/D converters, like the integrating dual-slope types. Mechanical switches have a finite life, however, usually expressed innumber of operations. A reed relay might have a life of 109 operations, which wouldallow a 3-year life at 10 operations/second.Solid-state switch devices are capable of operation at 30 ns, and they have a life which exceeds most equipment requirements. Field-effect transistors(FETs)are used in most multiplexers. They have superseded bipolar transistors which can introduce large voltage offsets when used as switches.FET devices have a leakage from drain to source in the off state and a leakage from gate or substrate to drain and source in both the on and off states. Gate leakage in MOS devices is small compared to other sources of leakage. When the device has a Zener-diode-protected gate, an additional leakage path exists between the gate and source.Enhancement-mode MOS-FETs have the advantage that the switch turns off when power is removed from the MUX. Junction-FET multiplexers always turn on with the power off.A more recent development, the CMOS-complementary MOS-switch has the advantage of being able to multiplex voltages up to and including the supply voltages. A±10-V signal can be handled with a ±10-V supply.Trade-off Considerations for the DesignerAnalog multiplexing has been the favored technique for achieving lowest system cost. The decreasing cost of A/D converters and the availability of low-cost, digital integrated circuits specifically designed for multiplexing provide an alternative with advantages for some applications. A decision on the technique to use for a givensys-tem will hinge on trade-offs between the following factors:1. Resolution. The cost of A/D converters rises steeply as the resolution increases due to the cost of precision elements. At the 8-bit level, the per-channel cost of an analog multiplexer may be a considerable proportion of the cost of a converter. At resolutions above 12 bits, the reverse is true, and analog multiplexing tends to be more economical.2. Number of channels. This controls the size of the multiplexer required and the amount of wiring and interconnections. Digital multiplexing onto a common data bus reduces wiring to a minimum in many cases. Analog multiplexing is suited for 8 to 256 channels; beyond this number, the technique is unwieldy and analog errors be-come difficult to minimize. Analog and digital multiplexing is often combined in very large systems.3. Speed of measurement, or throughput. High-speed A/D converters can add a considerable cost to the system. If analog multiplexing demands a high-speedcon-verter to achieve the desired sample rate, a slower converter for each channel with digital multiplexing can be less costly.4. Signal level and conditioning. Wide dynamic ranges between channels can be difficult with analog multiplexing. Signals less than 1V generally require differential low-level analog multiplexing which is expensive, with programmable-gain amplifiers after the MUX operation. The alternative of fixed-gain converters on each channel, with signal-conditioning designed for the channel requirement, with digital multi-plexing may be more efficient.5. Physical location of measurement points. Analog multiplexing is suitedfor making measurements at distances up to a few hundred feet from the converter, since analog lines may suffer from losses, transmission-line reflections, and interference. Lines may range from twisted wire pairs to multiconductor shielded cable, depending on signal levels, distance, and noise environments. Digital multiplexing is operable to thousands of miles, with the proper transmission equipment, for digital transmission systems can offer the powerful noise-rejection characteristics that are required for29 Data Acquisition Systems long-distance transmission.Digital MultiplexingFor systems with small numbers of channels, medium-scale integrated digital multiplexers are available in TTL and MOS logic families. The 74151 is a typical example. Eight of these integrated circuits can be used to multiplex eight A/D con-verters of 8-bit resolution onto a common data bus.This digital multiplexing example offers little advantages in wiring economy, but it is lowest in cost, and the high switching speed allows operation at sampling rates much faster than analog multiplexers. The A/D converters are required only to keep up with the channel sample rate, and not with the commutating rate. When large numbers of A/D converters are multiplexed, the data-bus technique reduces system interconnections. This alone may in many cases justify multiple A/D converters. Data can be bussed onto the lines in bit-parallel or bit-serial format, as many converters have both serial and parallel outputs. A variety of devices can be used to drive the bus, from open collector and tristate TTL gates to line drivers and optoelectronic isolators. Channel-selection decoders can be built from 1-of-16 decoders to the required size. This technique also allows additional reliability in that a failure of one A/D does not affect the other channels. An important requirement is that the multiplexer operate without introducing unacceptable errors at the sample-rate speed. For a digital MUX system, one can determine the speed from propagation delays and the time required to charge the bus capacitance.Analog multiplexers can be more difficult to characterize. Their speed is a func-tion not only of internal parameters but also external parameters such as channel, source impedance, stray capacitance and the number of channels, and the circuit lay-out. The user must be aware of the limiting parameters in the system to judge their ef-fect on performance.The nonideal transmission and open-circuit characteristics of analog multiplexers can introduce static and dynamic errors into the signal path. These errors include leakage through switches, coupling of control signals into the analog path, and inter-actions with sources and following amplifiers. Moreover, the circuit layout can com-pound these effects.Since analog multiplexers may be connected directly to sources which may have little overload capacity or poor settling after overloads, the switches should have a break-before-make action to prevent the possibility of shorting channels together. It may be necessary to avoid shorted channels when power is removed and a chan-nels-off with power-down characteristic is desirable. In addition to the chan-nel-addressing lines, which are normally binary-coded, it is useful to have inhibited or enable lines to turn all switches off regardless of the channel being addressed. This simplifies the external logic necessary to cascade multiplexers and can also be useful in certain modes of channeladdressing. Another requirement for both analog and digital multiplexers is the tolerance of line transients and overload conditions, and the ability to absorb the transient energy and recover without damage.数据采集系统数据采集系统是用来获取数据处理和存储在二级存储设备,为后来的分析。

数据采集外文文献翻译中英文

数据采集外文文献翻译中英文

数据采集外文文献翻译(含:英文原文及中文译文)文献出处:Txomin Nieva. DATA ACQUISITION SYSTEMS [J]. Computers in Industry, 2013, 4(2):215-237.英文原文DATA ACQUISITION SYSTEMSTxomin NievaData acquisition systems, as the name implies, are products and/or processes used to collect information to document or analyze some phenomenon. In the simplest form, a technician logging the temperature of an oven on a piece of paper is performing data acquisition. As technology has progressed, this type of process has been simplified and made more accurate, versatile, and reliable through electronic equipment. Equipment ranges from simple recorders to sophisticated computer systems. Data acquisition products serve as a focal point in a system, tying together a wide variety of products, such as sensors that indicate temperature, flow, level, or pressure. Some common data acquisition terms are shown below.Data collection technology has made great progress in the past 30 to 40 years. For example, 40 years ago, in a well-known college laboratory, the device used to track temperature rises in bronze made of helium was composed of thermocouples, relays, interrogators, a bundle of papers, anda pencil.Today's university students are likely to automatically process and analyze data on PCs. There are many ways you can choose to collect data. The choice of which method to use depends on many factors, including the complexity of the task, the speed and accuracy you need, the evidence you want, and more. Whether simple or complex, the data acquisition system can operate and play its role.The old way of using pencils and papers is still feasible for some situations, and it is cheap, easy to obtain, quick and easy to start. All you need is to capture multiple channels of digital information (DMM) and start recording data by hand.Unfortunately, this method is prone to errors, slower acquisition of data, and requires too much human analysis. In addition, it can only collect data in a single channel; but when you use a multi-channel DMM, the system will soon become very bulky and clumsy. Accuracy depends on the level of the writer, and you may need to scale it yourself. For example, if the DMM is not equipped with a sensor that handles temperature, the old one needs to start looking for a proportion. Given these limitations, it is an acceptable method only if you need to implement a rapid experiment.Modern versions of the strip chart recorder allow you to retrieve data from multiple inputs. They provide long-term paper records of databecause the data is in graphic format and they are easy to collect data on site. Once a bar chart recorder has been set up, most recorders have enough internal intelligence to operate without an operator or computer. The disadvantages are the lack of flexibility and the relative low precision, often limited to a percentage point. You can clearly feel that there is only a small change with the pen. In the long-term monitoring of the multi-channel, the recorders can play a very good role, in addition, their value is limited. For example, they cannot interact with other devices. Other concerns are the maintenance of pens and paper, the supply of paper and the storage of data. The most important is the abuse and waste of paper. However, recorders are fairly easy to set up and operate, providing a permanent record of data for quick and easy analysis.Some benchtop DMMs offer selectable scanning capabilities. The back of the instrument has a slot to receive a scanner card that can be multiplexed for more inputs, typically 8 to 10 channels of mux. This is inherently limited in the front panel of the instrument. Its flexibility is also limited because it cannot exceed the number of available channels. External PCs usually handle data acquisition and analysis.The PC plug-in card is a single-board measurement system that uses the ISA or PCI bus to expand the slot in the PC. They often have a reading rate of up to 1000 per second. 8 to 16 channels are common, and the collected data is stored directly in the computer and then analyzed.Because the card is essentially a part of the computer, it is easy to establish the test. PC-cards are also relatively inexpensive, partly because they have since been hosted by PCs to provide energy, mechanical accessories, and user interfaces. Data collection optionsOn the downside, the PC plug-in cards often have a 12-word capacity, so you can't detect small changes in the input signal. In addition, the electronic environment within the PC is often susceptible to noise, high clock rates, and bus noise. The electronic contacts limit the accuracy of the PC card. These plug-in cards also measure a range of voltages. To measure other input signals, such as voltage, temperature, and resistance, you may need some external signal monitoring devices. Other considerations include complex calibrations and overall system costs, especially if you need to purchase additional signal monitoring devices or adapt the PC card to the card. Take this into account. If your needs change within the capabilities and limitations of the card, the PC plug-in card provides an attractive method for data collection.Data electronic recorders are typical stand-alone instruments that, once equipped with them, enable the measurement, recording, and display of data without the involvement of an operator or computer. They can handle multiple signal inputs, sometimes up to 120 channels. Accuracy rivals unrivalled desktop DMMs because it operates within a 22 word, 0.004 percent accuracy range. Some data electronic automatic recordershave the ability to measure proportionally, the inspection result is not limited by the user's definition, and the output is a control signal.One of the advantages of using data electronic loggers is their internal monitoring signals. Most can directly measure several different input signals without the need for additional signal monitoring devices. One channel can monitor thermocouples, RTDs, and voltages.Thermocouples provide valuable compensation for accurate temperature measurements. They are typically equipped with multi-channel cards. Built-in intelligent electronic data recorder helps you set the measurement period and specify the parameters for each channel. Once you set it all up, the data electronic recorder will behave like an unbeatable device. The data they store is distributed in memory and can hold 500,000 or more readings.Connecting to a PC makes it easy to transfer data to a computer for further analysis. Most data electronic recorders can be designed to be flexible and simple to configure and operate, and most provide remote location operation options via battery packs or other methods. Thanks to the A/D conversion technology, certain data electronic recorders have a lower reading rate, especially when compared with PC plug-in cards. However, a reading rate of 250 per second is relatively rare. Keep in mind that many of the phenomena that are being measured are physical in nature, such as temperature, pressure, and flow, and there are generallyfewer changes. In addition, because of the monitoring accuracy of the data electron loggers, a large amount of average reading is not necessary, just as they are often stuck on PC plug-in cards.Front-end data acquisition is often done as a module and is typically connected to a PC or controller. They are used in automated tests to collect data, control and cycle detection signals for other test equipment. Send signal test equipment spare parts. The efficiency of the front-end operation is very high, and can match the speed and accuracy with the best stand-alone instrument. Front-end data acquisition works in many models, including VXI versions such as the Agilent E1419A multi-function measurement and VXI control model, as well as a proprietary card elevator. Although the cost of front-end units has been reduced, these systems can be very expensive unless you need to provide high levels of operation, and finding their prices is prohibited. On the other hand, they do provide considerable flexibility and measurement capabilities.Good, low-cost electronic data loggers have the right number of channels (20-60 channels) and scan rates are relatively low but are common enough for most engineers. Some of the key applications include:•product features•Hot die cutting of electronic products•Test of the environmentEnvironmental monitoring•Composition characteristics•Battery testBuilding and computer capacity monitoringA new system designThe conceptual model of a universal system can be applied to the analysis phase of a specific system to better understand the problem and to specify the best solution more easily based on the specific requirements of a particular system. The conceptual model of a universal system can also be used as a starting point for designing a specific system. Therefore, using a general-purpose conceptual model will save time and reduce the cost of specific system development. To test this hypothesis, we developed DAS for railway equipment based on our generic DAS concept model. In this section, we summarize the main results and conclusions of this DAS development.We analyzed the device model package. The result of this analysis is a partial conceptual model of a system consisting of a three-tier device model. We analyzed the equipment project package in the equipment environment. Based on this analysis, we have listed a three-level item hierarchy in the conceptual model of the system. Equipment projects are specialized for individual equipment projects.We analyzed the equipment model monitoring standard package in the equipment context. One of the requirements of this system is the ability to use a predefined set of data to record specific status monitoring reports. We analyzed the equipment project monitoring standard package in the equipment environment. The requirements of the system are: (i) the ability to record condition monitoring reports and event monitoring reports corresponding to the items, which can be triggered by time triggering conditions or event triggering conditions; (ii) the definition of private and public monitoring standards; (iii) Ability to define custom and predefined train data sets. Therefore, we have introduced the "monitoring standards for equipment projects", "public standards", "special standards", "equipment monitoring standards", "equipment condition monitoring standards", "equipment project status monitoring standards and equipment project event monitoring standards, respectively Training item triggering conditions, training item time triggering conditions and training item event triggering conditions are device equipment trigger conditions, equipment item time trigger conditions and device project event trigger condition specialization; and training item data sets, training custom data Sets and trains predefined data sets, which are device project data sets, custom data sets, and specialized sets of predefined data sets.Finally, we analyzed the observations and monitoring reports in the equipment environment. The system's requirement is to recordmeasurements and category observations. In addition, status and incident monitoring reports can be recorded. Therefore, we introduce the concept of observation, measurement, classification observation and monitoring report into the conceptual model of the system.Our generic DAS concept model plays an important role in the design of DAS equipment. We use this model to better organize the data that will be used by system components. Conceptual models also make it easier to design certain components in the system. Therefore, we have an implementation in which a large number of design classes represent the concepts specified in our generic DAS conceptual model. Through an industrial example, the development of this particular DAS demonstrates the usefulness of a generic system conceptual model for developing a particular system.中文译文数据采集系统Txomin Nieva数据采集系统, 正如名字所暗示的, 是一种用来采集信息成文件或分析一些现象的产品或过程。

数据采集外文翻译

数据采集外文翻译

中文1950字附录附录A外文资料Data CollectionAt present,the management of China’s colleges and universities’apartments are developing toward standardization and market development,accidents have occurred in electricity,while some colleges and universities have installed apart ment energy metering control system,however,these systems monitor the prevale nce of low level,billing accuracy is low,electricity-sharing,the network number o f the drawbacks of low extent.Therefore,improving the Energy Measurement m onitoring device has become more urgent.The issue of student hostels in colle ges and universities to monitor energy metering system to study,design the st udent hostels in colleges and universities of the electricity data collector apartm ent.Data acquisition, also known as data acquisition, is the use of a device th at collect data from outside the system and enter into an interface within the s ystem.Data acquisition technology is widely cited in the various fields.Such as camera, microphone, all data collection tools.Data is being collected has been c onverted to electrical signals of various physical quantities such as temperature, water level, wind speed, pressure, etc., can be analog, it can be digital.Sampl e collection generally means that a certain time interval (called the sampling p eriod) to repeat the same point of data collection.The data collected are mostly instantaneous value, but also a feature within a certain period of time value.A ccurate data measurement is the basis for data collection.Data measurement met hod of contact and non-contact detection elements varied.Regardless of which method and components are measured object does not affect the status and me asurement environment as a precondition to ensure the accuracy of the data.Ver y broad meaning of data collection, including continuous physical hold the collection across the state.In computer-aided mapping, surveying and mapping, desi gn, digital graphics or image data acquisition process may also be called, this time to be collected is the geometric volume (or include physical quantities, su ch as gray)data.[1] In today's fast-growing Internet industry, data collection has been widely used in the field of Internet and distributed data acquisition field has undergone important changes.First, the distributed control applications in i ntelligent data acquisition system at home and abroad have made great progres s.Second, the bus-compatible data acquisition plug-in number is increasing, and personal computer-compatible data acquisition system the number is increasing. Various domestic and international data collection machine has come out, the d ata acquisition into a new era.Digital signal processor (DSP) to the high-speed data processing ability an d strong peripherals interface, more and more widely used in power quality an alysis field, in order to improve the real-time and reliability.The DSP and micr ocomputer as the center of the system, realize the power system signal collecti on and analysis. This paper based on the FFT algorithm with window interpola tion electric system harmonic analysis, improves the accuracy of the power qua lity parameters. In electricity parameter acquisition circuit, by highaccuracy tran sformer and improve software synchronous communication sampling method to conduct electricity parameters of the acquisition.The system consists of two main components, mainly complete data acquis ition and logic control.To synchronous sampling and A/D converter circuit pri ority . The DSP development board(SY-5402EVM),complete data processing. T HE signal after transformer, op-amp into A/D converter, using DSP multi-chann el buffer (McBSP) and serial port (A/D connected, data collection and operatio ns. At the same time, adopt PLL circuit implementation synchronous sampling, can prevent well due to sampling synchronization and cause the measuring err or. The overall system diagram of the A/D converter chooses the Analog to pr oduce stats redetect (AD) company AD73360. The chip has six analogue input channel, each channel can output 16 the digital quantity. Six channel simultan eous sampling, and conversion, timeshare transmission, effectively reduce gener ated due to the sampling time different phase error. SY - 5402EVM on-board DSP chip is TI company's 16 fixed-point digital signal processor TMS320VC54 02. It has high costperformance and provide high-speed, bidirectional, multi-channel belt cushion, be used to serial port with system of other serial devices di rectly interface.The realization method of ac sample:In the field of power quality analysi s,The fast Fourier transform (FFT) algorithm analysis of electric system harmon ic is commonly used.and the FFT algorithm to signal a strict requirements syn chronous sampling. The synchronous sampling influence: it's difficult to accomp lish synchronous sampling and integer a period truncation in the actual measur ement, so there was a affect the measurement accuracy of the frequency spectr um leakage problem. The signal has to deal with through sampling and A/D c onversion get limited long digital sequence,the original signal multiplied by A r ectangular window to truncated. Time-domain truncation will cause the detuning frequency domain, spectrum leakage occurs. In the synchronous sampling, bec ause the actual signal every harmonic component can't exactly landed in freque ncy resolution point in, but fall between the frequency resolution points. But F FT spectrum is discrete, only in all sampling points, while in other places of s pectrum is not. Such through FFT and cannot directly get every harmonic com ponent, but only the accurate value in neighboring frequency resolution point v alue to approximate instead of, can cause the fence effect error.The realization method of synchronous sampling signal:According to provide different ways of sampling signal, synchronous sampling method and divided into software sync hronous sampling method and hardware synchronous sampling method is two k inds. Software is synchronous sampling method by micro controller (MCU) or DSP provide synchronized sampling pulse, first measured the measured signal, the sa mpling interval period T Δ T = T/N (N for week of sampling points), T hus the count value determined timer,Use timing interrupt way realization sync hronous sampling. The advantage of this method is no hardware synchronous c ircuit, simple structure .This topic will be the eventual realization of access to embedded systems,the realization of the power measurement and monitoring,m onitoring system to meet the electricity network,intelligence requirement,it prom ote the development of remote monitoring services,bringing a certain degree of socio.economic effectiveness.On the fundamental reactive current and harmonic current detection, there are mainly 2 ways: First, the instantaneous reactive power theory based method, the second is based on adaptive cancellation techniques.In addition, there areother non-mainstream approach, such as fast Fourier transform method, wavelet transform.Instantaneous power theory based on the method of offensive principles ar e: a three-phase current detection and load phase voltage A, the coordinate tra nsformation, two-phase stationary coordinate system the current value, calculate the instantaneous active and instantaneous reactive power ip iq,then after coor dinate transformation, three-phase fundamental active current, with the final loa d current minus the fundamental current, active power and harmonic currents a re fundamental iah, ibhi, ich.From:Principles of Data Acquisitio数据采集目前,我国高校公寓管理正在向着正规化、市场化发展,在不断提高学生方便用电的同时,用电事故频有发生,虽然部分高校公寓已经安装了电能计量监控系统,但这些系统普遍存在着监控程度低、计费精度不高、电费均分、网络程度低等诸多端。

(完整word版)系统英文名称

(完整word版)系统英文名称

SCADA:监视控制和数据采集(Supervisory Control And Data Acquisition) EMS:能量管理系统(Energy Management System)•AGC:自动发电控制(Automatic Generation Control)•TMR:电能计量系统(Tele-Meter Reading)•DTS:调度员培训仿真系统(Dispatcher Training Simulator)EMOS:电力市场技术支持系统(Electricity Market Operation System)DMS:配电管理系统(Distribution Management System)DMIS:调度管理信息系统(Dispatching Management Information System) GIS:地理信息系统(Geographic Information System )DAS:数据采集系统(data acquisition system)DCS:分散控制系统(distributed control system)SIS:监控信息系统(Supervisory Information System)CIS:(Consumer Information System)用户信息系统PAS:(Power Application Software )电力应用软件CRMS:(Control Room Management System)控制室管理系统FCS: (Fieldbus Control System)现场总线控制系统OMS:(Outage Management System)停电管理系统。

WMS:(Work Management System)工作管理系统。

SA:(Substation Automation )变电站自动化RTU:(Remote Terminal Unit)站内远方终端FA(Feeder Automation)馈线自动化FTU:(Feeder Terminal Unit)馈线远方终端DA:(Distribution Automation)配电自动化DSM:(Demand Side Management)需求侧管理AMR:(Automatic Message Recording)自动抄表ERP——企业资源计划(Enterprise Resource Planning)MRP——物料需求计划(Material Requirement Planning)MRPⅡ——制造资源计划(Manufacturing Resource Planning)RCM——以可靠性为中心的维修(Reliability Centered Maintenance) TPM——全员生产维修(Total Productive Maintenance)BPR——业务流程重组(Business Process Reengineering )CRM——客户关系管理(Customer Relation Management)DRP——分销资源计划(Distribution Resource Planning)EIP——企业信息门户(Enterprise Information Portal)EAM——企业资产管理(Enterprise Asset Management)HRM——人力资源管理(Human Resource Management)KRM——知识资源管理(Knowledge Resources Management)MIS——管理信息系统(Management Information System)PM——项目管理(Project Management)SCM——供应链管理(Supply Chain Management)。

自动化常用术语简绍

自动化常用术语简绍

自动化常用术语简绍1、数据采集系统(DAS)数据采集系统(Data Acquisition System,简称DAS).主要功能是:生产过程的集中监视、操作指导、越限报警,DAS系统不直接参与生产过程控制,不会直接对生产过程产生影响。

2、直接数字控制系统(DDC)直接数字控制系统(Direct Digital Control,简称DDC),主要功能是,运算和处理结果直接输出作用于生产过程。

它是工业控制中最普遍的一种形式。

3、监督计算机控制系统(SCC)监督计算机控制系统(Supervisory Computer Control,简称SCC),主要功能根据工艺参数和过程参数量检测值,按照生产过程的数学模型,计算出生产过程中的最优设定值,输入给DDC系统。

SCC系统输出值不直接控制执行机构,而是给出下一级的最佳给定值,是较高一级的控制系统。

(SCC+DDC的两级控制形式目前在复杂的控制设备中应用相当普遍。

)4、集散控制系统(DCS)集散控制系统(Distributed Control System,简称DCS),DCS采用分散控制、集中控制、分级控制、分而自治和综合协调的设计原则,把系统从上而下分为过程控制级、控制管理级等若干级,形成分级分布式控制。

5、I/O点指输入/输出点,I代表Input,指输入,O代表Output,指输出。

输入/输出都是针对控制系统而言,输入指从仪表进入控制系统的测量参数,输出指从控制系统输出到执行机构的参量,一个参量叫做一个点。

一个控制系统的规模有时按照它最大能够控制的I/O点的数量来定的。

6、模拟量和开关量模拟量指控制系统量的大小,是一个在一定范围内变化的连续数值,是时间上、幅值上都连续的信号。

开关量指该物理量只有两种状态,ON和OFF,是时间上离散,幅值上也离散的信号。

7、开环控制回路开环控制回路指输出是根据一个参考量而定,输入和输出量没有直接的关系。

8、闭环控制回路闭环控制回路是将控制回路的输出再反馈回来作为回路的输入,与该量的设定值货应该的输出值作出比较。

工程专业术语中英文对照

工程专业术语中英文对照

CDB工程专业术语中英文对照(二)添加时间:2013-4—24节流截止放空阀2011-08-10 16:50:46|分类:English |标签:|字号大中小订阅六、仪表及自动控制通用描述 COMMON DESCRIPTION设备名称Equipment Name 缩写ABB.分散控制系统Distributed Control System DCS安全仪表系统Safety Instrumentation System SIS紧急切断系统Emergency Shutdown system ESD火气系统Fire and Gas system F&G监视控制和数据采集系统Supervisory Control and DataAcquisitionSCADA可编程逻辑控制器Programmed Logic Controller PLC 远程终端单元Remote Terminal Unit RTU 站控系统Station Control System SCS 中央控制室Central Control Room CCR 操作间Operation room机柜间Equipment room/ Cabinet room大屏显示系统Large Screen Display system LSD 流量类仪表 FLOW INSTRUMENT设备名称Equipment Name孔板Orifice Plate文丘里流量计Venturi Flowmeter均速管流量计Averaging Pitot Tube阀式孔板节流装置Orifice Plate in quick change fitting涡轮流量计Turbine Flowmeter涡街流量计Vortex Flowmeter容积式流量计Positive Displacement Flowmeter 靶式流量计Target Flowmeter超声波流量计Ultrasonic FlowmeterV型流量计V-cone Flowmeter电磁流量计Electromagnetic Flowmeter楔型流量计Wedge Flowmeter转子流量计Rotameter整流器Straightening Vane温度类仪表 TEMPERATURE INSTRUMENT设备名称Equipment Name双金属温度计Bi—metallic temperature gauge 热电偶Thermocouple表面热电偶Surface Thermocouple热电阻Resistance Temperature Detector 温度变送器Temperature transmitter光学高温计Optical pyrometer温度计套管Thermowell压力类仪表 PRESSURE INSTRUMENT设备名称Equipment Name压力表Manometer /Pressure gauge弹簧管压力表Burdon-tube manometer隔膜压力表Diaphragm—seal manometer /Diaphragm—seal pressure gauge差压表Differential pressure gauge 压力变送器Pressure transmitter差压变送器Differential pressure transmitter液位类仪表 LEVEL INSTRUMENT设备名称Equipment Name玻板液位计Glass type level gauge磁浮子液位计Magnetic coupled indicator雷达液位变送器Radar level transmitter浮筒液位变送器Displacer level transmitter磁致伸缩液位变送器Magnetostrictive level transmitter液位开关Level switch阀门类 VALVE设备名称Equipment Name球阀Ball valve单座阀Globe valve套筒阀Sleeve valve蝶阀Butterfly valve偏心旋转阀Eccentric rotary valve截止阀Globe valve角阀Angle valve电磁阀Solenoid valve七、供配电设备名称Equipment Name变电所Substation高低压配电装置HV&LV Switchgear柴油发电机Diesel Generator油浸式变压器Oil-immersed Power Transformer 干式变压器Dry-type Power Transformer有载调压开关On—load Tap Switch直流屏DC UPS微机综合自动化系统Integrated Substation Automation System应急电源Emergency Power Supply配电箱Lighting and Small Power Distribution Panel电缆桥架Cable Tray电缆沟Cable Trough架空电力线路Over—head Lines爆炸危险区域划分Hazardous Area Classification单线图Single Line Diagram电容补偿Capacitor Unit现场操作柱Local Control Station供配电系统Power Supply & Distribution System UPS:AC UPS八、给排水给水 Water Supply设备名称Equipment Name取水深井泵房Intake Structure高位水池Elevated Tank阀门井Valve Well生产、消防水泵房Water Supply Pump Room加药设备用房Dosage Room加药间Dosage Room预沉池Pre—sedimentation Tank穿孔旋流反应斜管沉淀池Reaction Sedimentation Tank 重力式无阀滤池Valveless Filter清水池Clear Water Pit循环水厂 Circulating Water Station循环水泵房Recirculating Pump House药剂间Chemical Room循环冷水池Cooling Water Tank循环热水提升池Lifting Tank冷却塔Cooling Tower污水 Sewage水泵棚Water Pump Shed污泥棚Sludge Shed风机棚Fan Shed化粪池Septic Tank污水处理综合用房Sewage Treatment House格栅池Bar Screen Tank曝气调节池Aeration Tank水解酸化池Acid hydrolysis Tank缺氧池Anoxia Tank好氧池Aerobic Tank生化池Biochemical Structure沉淀池Sedimentation Tank保险池Insurance Tank污泥浓缩池Concentration Tank检修污水池Overhaul Water Tank气浮池Floatation Tank隔油池Oil Separator事故水池Emergency Tank污泥焚烧系统Sludge Incineration System RO反渗透用房(Reverse Osmosis) RO House六、通信设备名称Equipment Name程控电话交换系统PABX System局域网及综合布线系统LAN & Generic Cabling System防爆扩音/对讲系统Explosion-Proof Loud Speaking/Talk Back System工业电视监视系统CCTV System电力调度系统Power Line Carrier System周界防范系统Boundary Security System光通信系统Optical Fiber communication system 有线电视系统CATV System九、建筑设备名称Equipment Name工艺装置循环水泵房Recirculating Water Pump House污水处理综合用房Sewage Treatment House污泥脱水及鼓风机房Sludge dewatering and air blower room 生产、消防给水泵房Water supply pump room空氮站及10/0.4 KV变电所Air and nitrogen station and 10/0.4KV Transformer substation锅炉房Boiler room锅炉房10/0。

根据物联网常用术语中英文对照表,给出10个例子。

根据物联网常用术语中英文对照表,给出10个例子。

根据物联网常用术语中英文对照表,给出10个例子。

根据物联网常用术语中英文对照表,给出10个例子1. 传感器(Sensor)用于监测和感知环境的物联网设备,能够收集并传输各种数据,如温度、湿度和光线等。

一种通过互联网连接分布式计算资源,并提供按需访问、灵活扩展的计算服务的模式。

3. 物联网平台(IoT Platform)提供物联网设备管理、数据收集、数据分析和应用开发的集成平台,帮助企业实现物联网应用的快速部署和运营。

4. 数据采集(Data Acquisition)指从各种传感器、设备和系统中收集和记录数据的过程,用于后续的分析和处理。

5. 远程监控(Remote Monitoring)通过物联网技术,远程监测和控制设备或系统的状态和运行情况,提供及时的警报和管理功能。

6. 智能家居(Smart Home)利用物联网技术和智能设备,实现家庭设备和系统的自动化控制和管理,提高生活便利和能源利用效率。

7. 数据分析(Data Analytics)对采集的大量数据进行处理和分析,以发现隐藏的模式、关联和洞察,并支持决策制定和业务优化。

8. 物联网安全(IoT Security)保护物联网设备、通信和数据不受未经授权的访问、攻击和破坏,确保物联网系统的可靠性和隐私保护。

通过无线电波传输数据和信息,实现物联网设备之间的互联和通讯。

10. 网络协议(Network Protocol)定义物联网设备之间通信的规则和标准,如TCP/IP协议,确保数据传输的完整性和可靠性。

以上是根据物联网常用术语中英文对照表给出的10个例子。

希望能够帮助您更好地理解物联网相关概念和术语。

外文翻译---数据采集:简介

外文翻译---数据采集:简介

附录A 英文文献原文Data Acquisition: An IntroductionBruxton CorporationThis is an informal introduction digital data acquisition hardware. It is primarily directed towards assisting in the selection of appropriate hardware for recording with the Acquire program. OverviewIn principle, data acquisition hardware is quite simple. An A/D converter delivers a sequence of values representing an analog signal to an acquisition program. In practice, selecting and properly using data acquisition hardware is more complex. This document provides an informal introduction to the topic..Many of the examples are taken from patch-clamp recording. This technique requiresaccurate acquisition of low-level signals (picoamperes) with bandwidth in the audio range (up to 10kHz).BackgroundA data acquisition system converts a signal derived from a sensor into a sequence of digital values. The sensor is connected to an amplifier, which converts the signal into a potential. The amplifier is in turn connected to a digitizer, which contains an A/Dconverter. The digitizer produces a sequence of values representing the signal.Signal SourceThe source of most signals to be digitized is a sensor, connected to an amplifier with appropriate signal conditioning. The amplifier delivers an electrical signal. This signal is then digitized using an A/D converter.For patch-clamp recording, the sensors are solution filled pipettes. The pipette is connected to a patch-clamp amplifier that converts the voltage at the pipette or the current through the pipette to a high-level signal. By convention, the full-scale output range of a patch-clamp amplifier is ±10V, matching the range of common instrumentation quality digitizers.DigitizerA digitizer converts one or more channels of analog signal to a sequence of corresponding digital values. The heart of a digitizer is an A/D converter, a device that samples an analog signal and converts the sample to a digital value.ContentsBackground 1From Sensors to Signals 2From Signals to Samples 2From Samples to Computer 4Measurement Accuracy 5sensorAmplifier Digitizer +3.250+3.100+2.500+1.745+0.985For example, for recording from a single ion channel, the digitizer might determine the output of the patch clamp amplifier once every 50ms and provide the resulting value to the computer.Sampling TheoremThe purpose of dataacquisition is to analyze an analogsignal in digital form. For this tobe possible, the sequence ofvalues produced by a digitizermust represent the original analogsignal.The sampling theorem states that this is the case. The sampling theorem states that an analog signal can be reconstructed from a sequence of samples taken at a uniform interval, as long as the sampling frequency is no less than double the signal bandwidth. For example, assume a signal contains frequencies from DC (0Hz) to 10kHz. This signal must be sampled at a rate of at least 20kHz to be reconstructed properly.As a practical matter, the sampling rate should be several times the minimum sampling rate for the highest frequency of interest. For example, to resolve a 10kHz signal, a minimum sampling rate of 20kHz is required, but a sampling rate of 50kHz or more should be used in practice. ControlMost of this discussion is about digitizing analog signals for a computer. In many cases, a computer also produces analog control signals. For example, in patch-clamp experiments involving voltage-gated ion channels, the computer is frequently used to produce an electrical stimulus to activate the channels. These control signals are produced using a D/A (digital to analog) converter.From Sensors to SignalsMany signal sources consist of a sensor and an amplifier. The amplifier converts the output of the sensor into the signal to be digitized.PreamplifierMany instrumentation systemsare built with a preamplifier located as close to the sensor as possible. Aseparate amplifier converts thepreamplifier output to a high-levelsignal. Placing the preamplifier close to the sensor reduces noise, by allowing the signal to be amplified before being sent over a cable. Since physical space near the sensor is limited, the preamplifier is as small as possible, with the bulk of the electronics being located in the amplifier.For example, in a patch clamp setup, the sensor is a solution-filled pipette, the preamplifier is the head stage, and the amplifier is the patch-clamp amplifier itself.Signal ConditioningMany sensors deliver signals that must be transformed before they can be digitized. For example, a microelectrode pipette may be used to measure current, while the digitizer measures potential (voltage). The patch clamp amplifier provides a current-to-voltage amplification, usuallymeasured in mV of output per pA of input. This transformation of the sensor signal is called signalMicroelectrodeconditioning.Signal conditioning may be more complex. An input signal from a non-linear sensor may be converted to a voltage that is linear in the quantity being measured, compensation may be made for second-order effects such as temperature, or an indirect effect such as a frequency shift may be converted to a voltage.Integrated DigitizerAs the cost of A/D converters declines, the digitizing function can be moved into the amplifier. For example, the HEKA elektronik EPC-9 patch-clamp amplifier contains a built in digitizing unit (an Instrutech ITC-16).Integrating a digitizer into an amplifier can substantially reduce total noise in the digitized signal, since the analog signal is not carried over a cable from the amplifier to an external digitizer. Be careful of instrument specifications when comparing an analog amplifier to one with a built-in digitizer. Including the digital electronics in the amplifier housing may increase noise, and the digitizer itself may add noise to the signal. However, the total noise in the digitized signal may be much less than if an external digitizer is used. Compare an amplifier with an integrated digitizer to the combination of an analog amplifier and an external digitizer.A major advantage of integrating a digitizer into an amplifier is that the amplifier designer can easily include features for computer control. A data acquisition program connected to such an amplifier can then offer an integrated user interface, simplifying operation. In addition, the acquisition program can record all amplifier settings, simplifying data analysis.From Signals to SamplesA digitizer consists of an A/D (analog to digital) converter that samples an analog input signal and converts it to a sequence of digital values.AliasingThe sampling theorem states that, in order to be able to reconstruct a signal, the sampling rate must be at least twice the signal bandwidth. What happens if a signal contains components at a frequency higher than half the sampling frequency? The frequency components above half the sampling rate appear at a lower frequency in the sampled data.The apparent frequency of a sampled signal is the actual frequency modulo half of the sampling rate. For example, if a 26kHz signal is sampled at 50kHz, it appears to be a 1kHz signal in the sampled data. This effect is called aliasing.Anti-Aliasing FilterIf a signal to be digitized has components at frequencies greater than the half the sampling frequency, an anti aliasing filter is required to reduce the signal band width. The anti-aliasing filter must cut off signal components above one half the sampling rate.Most signal sources are inherently band-limited, so in practice, anti-aliasing filters are often not required. However, some signal sources produce broadband noise that must be removed by an anti-aliasing filter.For example, patch-clamp amplifiers have built-in anti aliasing filters. The pipette used for patch-clamp recording inherently filters signals above a low frequency in the range of 1kHz. The good high frequency response of a patch clamp amplifier is achieved only by boosting the high frequency component of the signal to compensate for the frequency response of the pipette. This can produce significant high-frequency noise. A patch-clamp amplifier provides a filter to eliminate this noise.Integrating ConvertersThe discussion of aliasing assumes instantaneous sampling. The output value produced by the A/D is represents the instantaneous analog signal amplitude. Such sampling A/D converters are the most common for use in instrumentation.Some A/D converters employ an integrating conversion technique. The output value produced by such a digitizer represents the integral of the analog signal amplitude over the sampling interval. Such converters eliminate aliasing. They can be viewed as containing a built-in anti-aliasing filter.Integrating converters are rarely used in high-speed control applications. The most common techniques for implementing high-speed integrating converters result in a delay of many sample intervals between an analog sample and the corresponding digitizer output value. This delay can introduce considerable phase shift at high frequencies in closed-loop response if the digitizer is used in a control system.ResolutionTypically a digitizer provides the computer with fixed length binary numbers. For example, the Axon Instruments Digidata 1200A produces 12-bit numbers, while the Instrutech Corporation ITC-16 produces 16-bit numbers. The length of each value is called the resolution of the device, measured in bits.The resolution can be translated to an absolute input level. Most digitizers measure swings of up to approximately 10V from zero, for a total range of 20V. A 12-bit value has a resolution of 1 part in 4096, so the resolution of a 12-bit digitizer is 20V divided by 4096, or approximately 5mV. This is expressed by saying that a change of one count (or one least significant bit, or LSB) represents 5mV.Since analog instruments rarely have an accuracy significantly exceeding 0.1%, it might seem that 10 or 11 bit resolution would be sufficient in a digitizer. However, additional bits of resolution are needed because the input signal frequently does not use the entire input range. For example, even if the instrumentation amplifier gain has been adjusted to yield an input signal with a 20V range, small components of the signal with a 2V range might also be of interest.0.1% resolution of a 2V signal within a 20V range requires at least 13 bits of resolution.AccuracySeveral specifications are used to express the accuracy of a digitizer.The absolute accuracy expresses how precisely the digital values produced represent the analog inputs. For example, a digitizer might have an absolute accuracy of 1 part in 4096. This can also be expressed by saying that the digitizer has 12 bit absolute accuracy.The relative accuracy expresses how precisely the digitizer measures the difference between two analog input values. This is frequently of greater interest than the absolute accuracy.8 bits10 bits12 bits14 bits16 bits 18 bits Digitizer Resolution(+10V Range)ResolutionDistinct Values 1 LSB (approximate)25610244096163846553626214480mV 20mV 5mV 1.25mV 300μV 75μVThe noise specification expresses how much the digitizer output will vary with no change in the analog input. This is frequently expressed as a number of bits. For example, a 16-bit digitizer with two bits of noise will produce effectively the same results as a 14-bit digitizer.The accuracy of a digitizer varies strongly with its maximum sampling rate. The more accurate the digitizer, the slower it is.Be careful when reading digitizer specifications. In some cases, manufacturers publish specifications of the A/D converter used in a digitizer as the specifications for the entire digitizer. However, the accuracy of the digitizer may be significantly less. The digitizer may include necessary components such as amplifiers and voltage references that degrade the accuracy. In addition, the A/D specifications apply only under specific conditions described in the converter datasheet. In the digitizer, those conditions may not apply.From Samples to ComputerOnce data has been digitized, it must be transferred to a computer. Usually a digitizer is built as a computer plug in board, so transfers take place over the computer bus.Digitizers used for high-speed measurement can feed data to the computer at a high and constant rate. For example, a digitizer running on one channel at 100k samples/second will typically produce 200k bytes/second of data continuously. This is a large stream of data.The continuous nature of much data acquisition requires some kind of buffering. For example, if the computer stops for 30ms to write data to disk or to update a display, 6000 bytes of data will accumulate. The data must be stored somewhere, or it will be lost.Data Transfer: DMAThe Axon Instruments Digidata 1200 uses DMA (direct memory access) to transfer data to the memory of the host computer. DMA transfers proceed regardless of the activity in the host.DMA transfers encounter problems on during continuous acquisition. The problem is that the DMAcontroller used on PC motherboards is only capable oftransferring data to a contiguous block of memory. However,Microsoft Windows 95 and Windows NT use allocate memory in 4K byte pages. A data acquisition program mighthave a large buffer, but the buffer will be scattered 4K byte pages in physical memory. The DMA controller can transferto only one page at a time. When done with a page, itinterrupts the host computer. The device driver for thedigitizer must then reload the DMA controller for the nextpage. Normally these periodic interrupts are not a problem.For example, even at the full 330kHz rate of the Digidata 1200, a 4K page is filled only every 6ms. The interrupt handling in the driver might take 50us on a fast processor. Less than 1% of the time of the processor is taken servicing interrupts.However, a problem occurs under multitasking operating systems such as Microsoft Windows NT, because many other activities can take place simultaneously. If another device driver is performing processing and has locked out interrupts temporarily, the digitizer device driver may have to wait to service the DMA controller.To deal with this problem, Axon Instruments has increased the buffer memory in the 4K Page 4K Page Digitizer 4K Page 4K Page Computer MemoryDigidata from 2K samples in the Digidata 1200 to 8K samples in the 1200A and 1200B. This increase allows the unit to buffer data for up to 24ms even at 330kHz, avoiding problems. Data Transfer: BuffersThe Instrutech Corporation ITC-16 and ITC-18 do not use DMA. Instead, they use a large buffer to hold data until it can be processed by the host computer. The data is then transferred to the host computer by programmed I/O. That is, the device driver performs the transfer. On current computers, programmed I/O is about as efficient as DMA. These computers are generally limited in performance by the memory system. Therefore, even through a DMA transfer occurs without the intervention of the host computer, the transfer ties up the memory, which effectively stalls the processor. The Instrutech digitizers do not provide interrupts to the host computer. Instead, host computer periodically polls the device to obtain data. This polling is performed periodically by the application program (i.e. HEKA Pulse or Bruxton Corporation Acquire. Since the polling may be infrequent, the digitizer needs a large buffer. For example ,if a program can poll the digitizer only once every 100ms,the digitizer must have a 20000 sample memory to operate at 200kHz.The Instrutech ITC-16 has a 16k sample FIFO. The Instrutech ITC-18 is available with either a 256k sample FIFO or a 1M sample FIFO.Data Transfer: PCI Bus MasteringSome PCI bus data acquisition boards can write data directly into the memory of the host computer using bus mastering. Bus master data transfers do not use the motherboard DMA controller, and therefore can potentially support writing directly to a buffer composed of discontiguous 4K pages. In the future, bus master designs are likely to become popular. Those familiar with computer system design will notice that the PCI bus master transfers are in fact direct memory access (DMA) transfers. On PC systems, for historical reasons, the term DMA refers to the use of the DMA controller built in to the motherboard.Data Transfer: OutputThe discussion so far has concentrated on data transfer for acquired data. If the digitizer is used for synchronous stimulation or control, the same data transfer problem occurs as for acquiring data. In fact, the total data rate doubles. Consider, for example, a stimulus/response measurement on one channel with a 100kHz sampling rate. Acquired data is received by the computer at 100kHz. Simultaneously, the stimulus waveform must be delivered by the computer to the digitizer at 100kHz. The full data rate 200kHz.The Axon Instruments and Instrutech digitizers have symmetric handling of inputs and outputs. The output buffers are the same size as the input buffers, and the same data transfer technique is used.Measurement AccuracyThe following sections discuss the issues that influence the accuracy of dynamic measurements.CrosstalkMost digitizers record from multiple analog input channels, with 8 or 16 input channels being commonly supported. An important specification is the crosstalk between input channels, that is, the amount of input signal from one channel that appears on another channel.Crosstalk is a problem because many digitizers use a single analog to digitalconverter, and a switch called amultiplexer to select between input Channel D Channel A Channel B Channel CMultiplexerA/D converterchannels.The multiplexer itself is a source of crosstalk. Even when a switch is open, capacitive coupling between the input of the switch and the output of the multiplexer produces a frequency-dependent crosstalk. High-frequency input signals are coupled to the multiplexer output even when they are not selected.To measure such crosstalk, ground an analog input and sample from it. Meanwhile, connect a high-frequency signal to other input channels. Notice the amplitude of the high-frequency signal that appears on the grounded input. This is the crosstalk. Vary the input frequency and notice the change in the amount of crosstalk.Crosstalk may not be significant when a digitizer is used for patch-clamp data acquisition. Typically one analog input is used for the ion channel signal, while other analog inputs are used to measure very low-frequency signals. The low-frequency signals do not couple significantly to the ion channel signal. The ion channel signal does couple into the low-frequency channels, but this can generally be eliminated by averaging many input samples on those channels.If you measure on several channels containing high frequency data, characterize the crosstalk of your data acquisition system before you do so. Otherwise you may find yourself measuring correlations in input data due to your digitizer instead of the system being measured.This problem will become less significant with time, as the cost of A/D converters drops. Digitizer manufacturers can afford to place one A/D converter for each input channel, avoiding the use of a multiplexer.Settling TimeThe settling time of the A/D converter input may limit the rate of multi-channel sampling. The input amplifiers on many A/D converters cannot follow very high frequency input signals. When the multiplexer switches channels, this appears as a sudden jump in signal level to the input of the A/D converter. At low sampling rates,the A/D input will have considerable time to settle before converting the next sample. At high sampling rates, the input may not have time to settle, and the input signal on one channel affects the value measured on the next.To see this effect, ground all inputs of a digitizer except one. Connect this input to a variable DC level. Sample at a high rate on multiple channels. Notice if changing the input level on one channel causes the value measured on one of the grounded channels to change.Frequently, digitizers achieve full bandwidth only when the multiplexer is not being used, and the digitizer is sampling from only a single input channel.The Axon Instruments Digidata 1200A/B and the Instrutech Corporation ITC-16 both use a single A/D converter and a multiplexer. The Instrutech Corporation ITC-18 uses a separate A/D converter per input channel. While this raises the cost of the device, it essentially eliminates crosstalk.GroundingThe digitizer is electrically part of your instrumentation system. This can cause problems if you do not consider the digitizer when planning the grounding of your instrumentation.If your digitizer is used only for acquisition, you can take advantage of differential analogMultiplexer A B CDinputs to avoid connecting your digitizer directly to your measurement ground through signal cables. However, if you use the analog outputs of your digitizer this may not be possible, since analog outputs are rarely differential.Analog outputs are particularly a problem if the digitizer ground is the same as the computer ground. Computer ground lines usually transmit high-frequency switching noise. The noise can be coupled through the common ground into your measurement system. This is a common failing of low-cost digitizer boards.The Instrutech ITC-16 and ITC-18 use optical isolation in the digital control path of the digitizer. This completely isolates the measurement system from the computer ground.Input ImpedanceThe FET-based input amplifiers used in modern digitizers have a very high input impedance. If inputs are left unconnected, they can pick up unwanted signals and couple them into the digitizer.The Axon Instruments Digidata 1200A/B and the Instrutech ITC-16 have very high impedance analog inputs. For best results, unused inputs on these devices should be grounded.The Instrutech ITC-18 has bleed resistors connected internally between the analog inputs and ground to reduce pickup of stray signals. Grounding of unused analog inputs is less critical with this device.PhaseIf you are sampling from multiple input channels, you may be interested in the phase relationship between the inputs.Digitizers that use a single multiplexed A/D converter inherently have a delay between measurements on different input channels. For example, if two channels are being sampled, each at interval T, most multiplexer-based digitizers will sample successive channels at interval T/2. Sample number N on channel A and sample number N on channel B will be separated in time by T/2.For most applications, this delay is not of concern. However, in some cases the phase relationship between signals is of interest.To limit the phase shift between channels, you can ample at a very high rate. If you can sample quickly enough, you can minimize the delay between samples.An alternative solution is to sample from successive channels at high speed in a burst. Some digitizers provide sophisticated internal timers that allow you to sample a group of channels quickly, then delay for the next sample. For example, suppose your sampling rate is 1kHz on four channels. With most digitizers, you would sample at an interval of 250ms. However, if your digitizer has the capability, you could sample the four channels at an interval of only 10ms, then wait until a full 1000ms interval has elapsed before the next sample.You can also correct for the error in software. You maybe able to adjust your calculations for the delay. For example, the HEKA Pulse program is aware of some of the delays in the Instrutech ITC-16, and adjusts for them.The best solution is to use a digitizer without a multiplexer. Some digitizers, such as the Instrutech ITC-18 and the Markenrich CL522, provide an A/D converter for each input channel. This allows all channels to be sampled simultaneously, with no delay. Using multiple A/D converters is by far the best solution, but it is also the most expensive.SynchronizationDigitizers may provide analog outputs used for stimulation and control. The analog outputs are updated at the same rate the analog inputs are sampled, and have sufficient buffering to allow continuous stimulation while recording.When using a digitizer to measure the response of a system to a stimulus, be aware of the time relationship between stimulation and sampling. Two effects must be considered: the pipeline and the device timing.Digitizers generally have pipelines of input and output samples. For example, the A/D converter usually delivers a digitized data value while it converts the next value. Data values may be temporarily buffered in internal registers while being transferred. This usually leads to a delay of three to five samples in a pipeline.To see the effect of this pipeline, suppose that at a stimulus value appears on one of the digitizer outputs. Simultaneously an analog input is sampled. Even if the system being measured has no delay, several sample times will pass before the analog input value resulting from the stimulus passes through the pipeline. When measuring the response of a system to a stimulus, this delay must be taken into account. Depending on the digitizer design, this delay may be a function of the number of channels being sampled or stimulated.Analog input sampling and analog output update may not be simultaneous. The designer of a digitizer usually tries to minimize analog input measurement noise. When analog outputs are updated, the transition may cause electrical disturbances that appear as noise on the analog inputs. Capacitive coupling from the outputs to the input can appear as noise on the inputs. Noise can also be a result of coupling through the power supply or ground.A simple technique to minimize this noise is to choose the phase relationship of sampling and update to allow as much time to pass following an update before the next sample. For example, if the sampling interval is T, the analog inputs might be sampled at time 0 and the analog outputs might be updated at time T/2.If you are interested in measuring the response of a system to a stimulus precisely, you will have to obtain information from the vendor regarding the synchronization of stimulation and response.附录B 英文文献译文数据采集:简介Bruxton 公司这是一个非正式引入数字数据采集硬件。

正确选择数据采集系统中英文翻译

正确选择数据采集系统中英文翻译

Selecting the Right Data Acquisition SystemEngineers often must monitor a handful of signals over extended periods of time, and then graph and analyze the resulting data. The need to monitor, record and analyze data arises in a wide range of applications, including the design-verification stage of product development, environmental chamber monitoring, component inspection, benchtop testing and process trouble-shooting. This application note describes the various methods and devices you can use to acquire, record and analyze data, from the simple pen-and-paper method to using today's sophisticated data acquisition systems. It discusses the advantages and disadvantages of each method and provides a list of questions that will guide you in selecting the approach that best suits your needs. IntroductionIn geotechnical engineering, we sometime encounter some difficulties such as monitoring instruments distributed in a large area, dangerous environment of working site that cause some difficulty for easy access. In this case, operators may adopt remote control, by which a large amount of measured data will be transmitted to a observation room where the data are to be collected, stored and processed. The automatic data acquisition control system is able to complete the tasks as regular automatic data monitoring, acquisition and store, featuring high automation, large data store capacity and reliable performance. The system is composed of acquisition control system and display system, with the following features:1. No. of Channels: 32 ( can be increased or decreased according to user's real needs.>2. Scanning duration: decided by user, fastest 32 points/second3. Store capacity: 20G( may be increased or decreased>4. Display: (a> Table of parameter (b> History tendency (c> Column graphics.5. Function: real time monitoring control, warning6. Overall dimension: 50cm×50cm×72cm Data acquisition systems, as the name implies, are products and/or processes used tocollect information to document or analyze some phenomenon. In the simplest form, a technician logging the temperature of an oven on a piece of paper is performing data acquisition. As technology has progressed, this type of process has been simplified and made more accurate, versatile, and reliable through electronic equipment. Equipment ranges from simple recorders to sophisticated computer systems. Data acquisition products serve as a focal point in a system, tying together a wide variety of products, such as sensors that indicate temperature, flow, level, or pressure. Some common data acquistion terms are shown below: Data acquisition technology has taken giant leaps forward over the last 30 to 40 years. For example, 40 years ago, in a typical college lab, apparatus for tracking the temperature rise in a crucible of sodiumtungsten- bronze consisted of a thermocouple, a bridge, a lookup table, a pad of paper and a pencil. Today's college students are much more likely to use an automated process and analyze the data on a PC Today, numerous options are available for gathering data. The optimal choice depends on several factors, including the complexity of the task, the speed and accuracy you require, and the documentation you want. Data acquisition systems range from the simple to the complex, with a range of performance and functionality. Pencil and paper The old pencil and paper approach is still viable for some situations, and it is inexpensive, readily available, quick and easy to get started. All you need to do is hook up a digital multimeter (DMM> and begin recording data by hand.Unfortunately, this method is error-prone, tends to be slow and requires extensive manual analysis. In addition, it works only for a single channel of data。

数据采集基础英汉对照

数据采集基础英汉对照

Acquisition time
采集时间



The time required to perform a complete conversion from the analog signal to digital (从模拟信号转换为数字信号所需要的完整时间) The time required after receipt of “start digitizing” command until the A/D converter has finished digitizing (收到“开始数字化指令”到数字化完成的时间)
信号的大小可以无限增加或减小



Ex. temperature, pressure, strain, voltage
如,温度、压力、应力、电压
What is digital?
何谓数字量


Digital signals are “discrete”signals
数字信号是“离散”信号

Represented by separate, individual units “bits” (binary digit)

Uni-polar (positive)(单极性) 0 to 5 volts 0 to 10 volts Bipolar(双极性)
-5 to +5 volts -10 to +10 volts

Full scale range examples
例子
+10v +10v +1.25v
0v FSR = 10v
0v
Output Levels/Resolution Example

数据采集基础英汉对照

数据采集基础英汉对照
何谓模拟量


Analog signals are “continuous” signals
模拟信号是“连续”信号

Represented by continuously changing physical quantities
用连续变化的物理量来表示


Level of signal can be increased or decreased indefinitely
Typical data acquisition applications
数据采集典型应用


Strain, pressure, temperature and vibration analysis(应力、压力、温度、振动分析) Fluid analysis(流体分析) Manufacturing automation(制造自动化)
0v
Output Levels/Resolution Example
12-bit A/D Converter +10v 4096 Output Levels 0v
0000 0000 0000 1111 1111 1111
Output Levels/Resolution Example
16-bit A/D Converter +10v 65,536 Output Levels 0v
2-bit A/D Converter +10v 11 10 01 0v 00
Output Levels/Resolution Example
4-bit A/D Converter +10v
1111 1110 1101 1100 1011 1010 1001 1000 0111 0110 0101 0100 0011 0010 0001 0000

数据采集外文翻译(00002)

数据采集外文翻译(00002)

数据采集外文翻译附录附录A外文资料Data CollectionAt present,the management of China’s colleges and universities’apart ments are developing toward standardization and market development,accid ents have occurred in electricity,while some colleges and universities have i nstalled apartment energy metering control system,however,these systems m onitor the prevalence of low level,billing accuracy is low,electricity-sharing,t he network number of the drawbacks of low extent.Therefore,improving t he Energy Measurement monitoring device has become more urgent.The i ssue of student hostels in colleges and universities to monitor energy meter ing system to study,design the student hostels in colleges and universities of the electricity data collector apartment.Data acquisition, also known as data acquisition, is the use of a devic e that collect data from outside the system and enter into an interface wit hin the system.Data acquisition technology is widely cited in the various fie lds.Such as camera, microphone, all data collection tools.Data is being colle cted has been converted to electrical signals of various physical quantities such as temperature, water level, wind speed, pressure, etc., can be analog, it can be digital.Sample collection generally means that a certain time int erval (called the sampling period) to repeat the same point of data collecti on.The data collected are mostly instantaneous value, but also a feature wi thin a certain period of time value.Accurate data measurement is the basis for data collection.Data measurement method of contact and non-contact detection elements varied.Regardless of which method and components are measured object does not affect the status and measurement environment a s a precondition to ensure the accuracy of the data.Very broad meaning of data collection, including continuous physical hold the collection across th e state.In computer-aided mapping, surveying and mapping, design, digital graphics or image data acquisition process may also be called, this time tobe collected is the geometric volume (or include physical quantities, such as gray)data.[1] In today's fast-growing Internet industry, data collection h as been widely used in the field of Internet and distributed data acquisitio n field has undergone important changes.First, the distributed control appli cations in intelligent data acquisition system at home and abroad have ma de great progress.Second, the bus-compatible data acquisition plug-in numb er is increasing, and personal computer-compatible data acquisition system the number is increasing.Various domestic and international data collection machine has come out, the data acquisition into a new era.Digital signal processor (DSP) to the high-speed data processing ability and strong peripherals interface, more and more widely used in power qu ality analysis field, in order to improve the real-time and reliability.The D SP and microcomputer as the center of the system, realize the power syste m signal collection and analysis. This paper based on the FFT algorithm with window interpolation electric system harmonic analysis, improves the accuracy of the power quality parameters. In electricity parameter acquisiti on circuit, by highaccuracy transformer and improve software synchronous communication sampling method to conduct electricity parameters of the acquisition.The system consists of two main components, mainly complete data ac quisition and logic control.To synchronous sampling and A/D converter circ uit priority . The DSP development board(SY-5402EVM),complete data pr ocessing. THE signal after transformer, op-amp into A/D converter, using DSP multi-channel buffer (McBSP) and serial port (A/D connected, data co llection and operations. At the same time, adopt PLL circuit implementatio n synchronous sampling, can prevent well due to sampling synchronization and cause the measuring error. The overall system diagram of the A/D c onverter chooses the Analog to produce stats redetect (AD) company AD73 360. The chip has six analogue input channel, each channel can output 16 the digital quantity. Six channel simultaneous sampling, and conversion, ti meshare transmission, effectively reduce generated due to the sampling tim e different phase error. SY - 5402EVM on-board DSP chip is TI company' s 16 fixed-point digital signal processor TMS320VC5402. It has high costpe rformance and provide high-speed, bidirectional, multi-channel belt cushion,be used to serial port with system of other serial devices directly interfac e.The realization method of ac sample:In the field of power quality an alysis,The fast Fourier transform (FFT) algorithm analysis of electric syste m harmonic is commonly used.and the FFT algorithm to signal a strict re quirements synchronous sampling. The synchronous sampling influence: it's difficult to accomplish synchronous sampling and integer a period truncati on in the actual measurement, so there was a affect the measurement accu racy of the frequency spectrum leakage problem. The signal has to deal w ith through sampling and A/D conversion get limited long digital sequence, the original signal multiplied by A rectangular window to truncated. Time-domain truncation will cause the detuning frequency domain, spectrum lea kage occurs. In the synchronous sampling, because the actual signal every harmonic component can't exactly landed in frequency resolution point in, but fall between the frequency resolution points. But FFT spectrum is disc rete, only in all sampling points, while in other places of spectrum is not. Such through FFT and cannot directly get every harmonic component, but only the accurate value in neighboring frequency resolution point value to approximate instead of, can cause the fence effect error.The realization m ethod of synchronous sampling signal:According to provide different ways of sampling signal, synchronous sampling method and divided into software synchronous sampling method and hardware synchronous sampling metho d is two kinds. Software is synchronous sampling method by micro control ler (MCU) or DSP provide synchronized sampling pulse, first measured the measured signal, the sampling interval period T Δ T = T/N (N for week of sampling points), Thus the count value determined timer,Use timing inte rrupt way realization synchronous sampling. The advantage of this method is no hardware synchronous circuit, simple structure .This topic will be t he eventual realization of access to embedded systems,the realization of th e power measurement and monitoring,monitoring system to meet the electri city network,intelligence requirement,it promote the development of remote monitoring services,bringing a certain degree of socio.economic effectivenes s.On the fundamental reactive current and harmonic current detection, there are mainly 2 ways: First, the instantaneous reactive power theory bas ed method, the second is based on adaptive cancellation techniques.In addi tion, there are other non-mainstream approach, such as fast Fourier transf orm method, wavelet transform.Instantaneous power theory based on the method of offensive principle s are: a three-phase current detection and load phase voltage A, the coord inate transformation, two-phase stationary coordinate system the current va lue, calculate the instantaneous active and instantaneous reactive power ip iq,then after coordinate transformation, three-phase fundamental active cur rent, with the final load current minus the fundamental current, active po wer and harmonic currents are fundamental iah, ibhi, ich.From:Principles of Data Acquisitio数据采集目前,我国高校公寓管理正在向着正规化、市场化发展,在不断提高学生方便用电的同时,用电事故频有发生,虽然部分高校公寓已经安装了电能计量监控系统,但这些系统普遍存在着监控程度低、计费精度不高、电费均分、网络程度低等诸多端。

数据采集系统校准规范

数据采集系统校准规范

MV_RR_CNG_0301数据采集系统校准规范1.数据采集系统校准规范说明2.数据采集系统校准规范摘要一概述1适用范闲本规范为指&性技术文件.适用F以模拟电址作输入的数据采集系统的校准.执行本规范的被枝数据采樂系统性能限定为:①通道采集速率^15X10e次/秒(②A/D转换位数W16位超出上述限定的系统.以及其它模拟城输入的数据采樂系统的枝准.可参照执行。

数据采樂系统是一种测址设备.广泛用丁•各种测控领域。

它可以与$种类型的传感器相连接.构成测址温度.力.圧力.流址和位移等物理址的测址系统。

数据采樂系统的种类很多.典型结构如图1所示。

其核心部分是电址的测址。

由传感器来的模拟信号.通过信号调理器和多路开关后•再经过A/D转换器进行模数转换并最终被计算机系统收存而完成数据采樂过程。

2术语及定义2.1数据采集系统能测址来口传感器.变送器及其它信号源的输入信号.并能以某种方式对测到的址值进行数据存储、处理.显示.打印或记录的系统。

2.2倍号调理器对输入信号进行放大.遊波、线性补偿、阻抗匹配等功能性调节后再输出的四端网络的统称,2.3通道输入输出倍兮的传输路径。

2. 4通道采集速率图1数据采集系统典型结构数据采集系统在采集数据过程中,某一采集通道在单位时间内采集的可读有效(原始) 数据个数称为该通道的通道采集速率。

2.5循坏采集速率数据采集系统在多通道循坏采集方式下执行采集时,全系统所有工 作的釆集通道在单位时间内采集的可读有效(原始)数据个数。

2.6单通道采集速率系统只有一个通道执行采集时的工作方式称为单通道采集。

此时 的通道采集速率称为单 通道采集速率。

2.7通道间串扰数据采集系统采集过程中,前一输入通道对其逻辑 后继通道的影响。

2.8动态有效位数理想的模数转换器在数据采集中只引入与其转换位数相对应的量 化误差。

在满足采样定理的条件下,实际的数据采集系统对单频正弦交流信号执行数据采集后,根据采集到的数据 求得相应的拟合正眩曲线,将采集数据与该拟合曲线之间的有效值误差归结为动态采集下的 量化误差,与此动态量化误差相对应的模数转换的有效位数称为系统的动态有效位数。

(完整word版)基于STM32的数据采集系统英文文献

(完整word版)基于STM32的数据采集系统英文文献

Design of the Data Acquisition System Based on STM32ABSTRACTEarly detect ion of failures in machi nery equipme nts is one of the most importa nt concerns to industry. In order to monitor effective of rotating machinery, we developme nt a micro-c on troller uC/OS-II system of sig nal acquisiti on system based on STM32 in this paper. we have give n the whole desig n scheme of system and the multi-cha nnel vibrati on sig nal in axis X, Y and Z of the rotary shaft can be acquired rapidly and display in real-time. Our system has the character of simple structure, low power con sumpti on, mini aturizati on.Keywords: STM32; data acquisition; embedded system;uC/OS-ll;1.1. I ntroductionThe real-time acquisition of vibration in rotating machinery can effectively predict, assessa nd diag nose equipme nt operati on state, the in dustry gets vibratio n data acquisiti on Rapidly and an alysis in real-time can mon itor the rotati ng mach inery state and guara ntee the safe running of the equipme nt. I n order to preve nt failure, reduce maintenance time, improve the econo mic efficie ncy, The purpose of fault diag no sis system can detect these devices through the vibratio n sig nal acquisiti on of rotating machinery, and process the data acquisition, then it will make timely judgme nt of running state of equipme nt .While the data acquisiti on module is the core part of the fault diag no sis system [1-4].The practical applicati on in the in dustrial field, is the equipment operating parameters will be acquired to monitor equipment operati ng state. In traditi onal data acquisiti on systems, the data from acquisiti on card are gen erally send into the computer, and specific software will be developed for the data acquisition. The main contribution of this paper has designed the STM32 platform with ARM tech no logy, that has become a traditi onal main stream tech no logy in embedded systems, and the collect ing data toward the directi on of high real-time, multi-parameter,high-precision, while data storage become large capacity, more mini aturizati on andportable, and the developme nt of multicom muni cati on mode and Iong-distanee for data transmission. So as to meet the actual acquisition system multitask ing requireme nts, this article has desig ned based on STM32 micro-co ntroller uC/OS-ll system of sig nal acquisiti on system. Therefore, in order to meet the actual acquisiti on system multitask requireme nts, this no velty of this article has desig ned a sig nal acquisiti on system in micro-c on troller uC/OS-ll based on STM32.2. Architecture of data acquisition systemData acquisiti on as key tech no logy for mon itori ng equipme nt, rece ntly a lot of work has been done on it. An embedded parallel data acquisition system based on FPGA is Optimized designed which will make it reasonableto divide and allocatehigh-speed and low-speed A/D [5]. I nstead, it has use a high-speed A/D converter and Stratix II series of FPGA for data collection and processing, in which the main contribution is used of the Compact Peripheral Component In terc onn ect, the system has the characters of modularizati on, sturd in ess and scalability [6].But remote control will be needed in Special Conditions, this paper introduce the embedded operating system platform based on Windows CE and uC/OS-II to desig n a remote acquisiti on and con trol system with the GPRS wireless tech no logy [7-8]」n order to achieve the data shari ng of multi-user, it has build the embedded dyn amic website for data acquisiti on man ageme nt and dissem in ati on with the ARM9 and Linux operation system [9].A data collection terminal devices is designed based on ARM7 microprocessor LPC2290 and embedded real-time operati ng system uC/OS-II to solve the real-time acquisiti on of multicha nnel small sig nal and multi-cha nnel tran smissi on[ 10].O n the other han ds, two parallel DSP-based system dedicated to the data acquisiti on on rotati ng machi nes, and the inner sig nal con diti oner is used to adapt the sen sor output to the in put range of the acquisiti on, and the n sig nal post-process in gby the desig n software, while the most frequently structure is to use DAS andFPGA-based, and such programs are also depe ndent on the DAS cost.In order to meet market requireme nts of low power con sumpti on, low cost, and mobility, Fig.1 in this paper presents the design overall structure diagram of data acquisiti on system. Through SPI in terface, the system gets the data collectio n with three axis accelerati on sen sori nto the STM32 con troller of inner A/D conv ersi onmodule with 12-bit, this process is non-interfering parallel acquisition. Our system uses 240x400 LCD and touch screen module real-time to display the collected data in real time.Fig. 1 Hardware Framework of System2.1. STM32 micro-controllerA 32 bit RISC STM32F103VET6, used as the processor in our system, compared with similar products, the STM32F103VET6 work at 72MHZ, with characters of stro ng performa nee and low power con sumptio n, real-time and low-cost. The processor in cludes: 512K FLASH, 64K SRAM, and it will commu ni cate by usi ng five serial ports which con tai n a CAN bus, a USB2.0 SLA VE mode and a Ethernet in terface, what s more two RS232 ports are also in cluded. The system in our paper exte nd theSST25VF016B serial memory through the SPI bus in terface, that will regard as the temporary storage whe n collect large nu mber of data, furthermore, we have the A/D converter with 12 bits resolution, and the fastest conversion up to 1us, with 3.6 Vfull-scale of the system .In additi on to desig n of the system power supply circuit, the reset circuit, RTC circuit and GPIO port to assurancesystem needs andno rmal operati on.2.2. Data acquisitionThe machi ne state is no rmal or not is mainly depe nded on the vibrati on sig nal. In this paper, to acquire the vibration data of rotating machinery rotor, we have used vibrati on accelerati on tran sducers MMA7455L which could collect the data from axis x, y, and z of the company of Free-scale. The kind of vibration acceleration transducers has advantage of low cost and small size, high sensitivity and large dynamic range with small interferenee. MMA7455L is mainly consists of gravity sensing unit and signal conditioning circuit composition, and this sensor will amplify the tiny data before sig nal preprocess in g. In data acquisiti on process of our system, the error of sampling stage is mainly caused by quantified, and the error is depended on the bits of the A/D converter ,when we regard the maximum voltage as V max , the AD converter bits is n, and the quantization Q = V max/2n, then, the quantization error is obeyed uniformdistribution in [- q / 2, q / 2] [13].AVhik e"is averaae eixor. is enor variance . and —is SNR* 」 " NThe designed STM32 could built at most three 12-bit parallel ADC in this paper , which theoretical in dex is 72dB and the actual dyn amic range is betwee n 54 to 60dB while 2 or 3 bits is impacted by noise, the dynamic range of measurement can up to 1000 times with 60dB. For the vast majority of the vibration signal, the maximum sampli ng rate of 10kHZ can meet actual dema nd, and the higher freque ncy of collecti on is gen erally used in the 8-12 bits AD, therefore one of con tributi on of this work is to (2) ⑶⑷I ep(e)de = OS V max2V max3Pinax 、—宀対-=—= >12V2—1£12choose a built-in 12-bit A/D to meet the accuracy of vibration signal acquisiti on and lower cost in this experime nt.3. Software design3.1. Transplantation of C/OSIn order to ensure real-time and safety data collection requirements, in this system, a kind of RTOS whose source code is ope n and small is proposed. It also can be easily to be cut dow n, repotted and solidified, and its basic functions in clud ing task management and resource management, storage management and system management. The RTOS embedded systemcould support 64 tasks, with at most 56 user tasks, and four tasks of the highest and the lowest priorities will be reta ined in system. The uC/OS-II assig ns priorities of the tasks accordi ng to their importa nee, the operation system executive the task from the priority sequenceand each task have in depe ndent priority. The operati ng system kernel is streamli ned, and multi-task ing fun cti on is well compared with others, it can be tran spla nted to processors that from 8-bit to 64-bit.The transplant in the system are to modify the three file system structure:OS_CPU_C.H OS_CPU.C, OS_CPU_A.ASM. Main transplantation procedure is as follows:A. OS_CPU_C.HIt has defi ned the data types, the len gth and growth direct ion of stack in the processor. Because different microprocessors have different word length , so theuC/OS-II tran spla ntati on in clude a series of type defi niti on to en sure its portability, and the revised code as follows:typedef un sig ned char BOOLEAN;typedef un sig ned char INT8U;typedef signed char INT8S;typedef un sig ned short INT16U;typedef sig ned short INT16U;typedef un sig ned int INT32U;typedef sig ned int INT32S;typedef float FP32;typedef double FP64;typedef un sig ned int OS_STK;typedef un sig ned int OS_CPU_SR;Cortex-M3 processor defi nes the OS_ENTER_CRITICAL () andOS_EXIT_CRITICAL () as ope ning and clos ing in terrupt, and they must set to 32 bit of the stack OS_STK and CPU register len gth. In additi on, that has defi ned the stack poin ter OS_STK_GROWTH stack growth direct ion from high address to lower address.B. OS_CPU.CTo modify the function OSTaskStklnit() according to the processor, the nine rema ining user in terface fun cti ons and hook fun cti ons can be n ull without special requirements, they will produce code for these functions only when theOS_CPU_HOOKS_EN is set to 1 in the file of OS_CFG .H. The stack initialization fun cti on OSTaskStk Init () retur n to the new top of the stack poin ter.OS_CPU_A.ASMMost of the tran spla nt work are completed in these docume nts, and modify the followi ng functions.OsStartHighRdy() is used for running the most priority ready task, it will be resp on sible for stack poin ter SP from the highest priority task of TCB con trol block, and restore the CPU, the n the task process created by the user start to con trol the process.OSCtxSw () is for task switch ing, When the curre nt task ready queue have a higher priority task, the CPU will start OSCtxSw () task switchi ng to run the higher priority task and the curre nt task stored in task stack.OSIntCtxSw () has the similar function with OSIntSw (), in order to ensurereal-time performa nee of the system, it will run the higher priority task directly whe n the in terrupt come, and will not store the curre nt task.OSTickISR () is use to handle the clock interrupt, which needs interrupt to schedule its impleme ntati on whe n a higher priority task is wait ing for the clock sig nal.OS_CPU_SR_Save () and OS_CPU_SR_Restore () is completed to switch in terrupt while en teri ng and leav ing the critical code both functions impleme nt by the critical protectio n fun ctio n OS_ENTER_CRITICAL () and OS_EXIT_CRITICAL ().After the completion ofthe above work, uC/OS-ll can run on the processors. 3.2. Software architectureFig.2 shows the system software architecture, so as to display the data visualized,uC/GUI3.90 and uC/OS-II is transplanted in the system, our system contains six tasks such data acquisiti on, data tran smissi on, LCD display, touch scree n driver, key-press management and uC/GUI interface.First of all, we should set the task priority and the task scheduling based on the priority. It needs complete the required driver design before the data acquisition, such as A/D driver, touch panel driver and system initialization, while the initializations include: hardware platform initialization, system clock initialization, interrupt source configuration, GPIO port configuration, serial port initialization and parameter configuration, and LCD in itializati on. The process is that the cha nnel module sent sampli ng comma nd to the AD channel, then to inform the receiver module it has been sent the sample start comma nd, the receiver module is ready to receive and large data will store in the storage module, after the completion of the first sampling, channel module will send the complete comma nd of sampli ng to the receiver module, the receiver sends an in terrupt request to the storage module to stop the data stori ng, the n the data will display on the LCD touch scree n. The data acquisiti on process show n in Fig.3Hui-fti Zhtmg tiiui Karif* / Proceditt Cotripufer Scienct! 17『20”J 222 - 228Fig - SofhvBtre Architecture of SyMem Tig 3 Data Acqm;>ition of FlowChait4. ExperimentsThe experiment of the embedded system has been done and data acquisitioncomes from the accelerati on of MMA7455L, which is in stalled on the bench of rotat ing mach ine. The data acquisiti on have displayed as show n in Fig.4 and Fig.5, the system can select three channels to collect the vibration signal from the three directi ons of X, Y and Z-axis , and in this paper the sampli ng freque ncy is 5KHZ and we have collect the vibration signal from normal state of unbalaneed state at the same channel. The result shows that our system can display real-time data acquisition and5. Conclusion This paper has designed an embeddedsignal acquisition system for real time according to the mechanical failure occurred with high frequency of in the rotatingmachines. The system is based on a low cost microcontroller, Vibration signals is picked by the three axis accelerati on sen sor which has the performa nee of low cost and high sen sitivity, and the acquisiti on data from axis x, y, and z. We have desig ned the system hardware structure, and an alyses the work ing prin ciple of data acquisiti on module. The proposed system of uC/OS-ll realize the data task management and scheduling, and it is compacted with structure and low cost, what's more the system collects the vibration signal and analysis in real-time of the rotating machines, and then quickly gives diag no stic results. AcknowledgementsThis work was supported by The Nati onal Natural Scie nee Foun dati on of China (51175169); Chi na Natio nal Key Tech no logy R&D Program(2012BAF02B01); Pla predict the prelimi nary diag no sis rapidly. Fig.4 Noimal Dntn Acquisition Fi^ ,5 LJiibalance Data Acqmsihonnned Scie nee and Tech no logy Project of Hunan Provin ce(2009FJ4055);Scie ntific Research Fund of Hu nan Provi ncial Education Departme nt(10K023). REFERENCES[1] Cheng, L., Yu, H., Research on intelligent maintenance unit of rotary machine, Computer Integrated Manufacturing Systems, vol. 10, Issue: 10, page 1196-1198, 2004.[2] Yu, C., Zhong, Ou., Zhen, D., Wei, F., .Design and Implementation of Mon itori ng and Man ageme nt Platform in Embedded Fault Diag no sis System, Computer Engin eeri ng, vol. 34 , Issue: 8, page 264-266, 2008.[3] Bi, D., Gui, T., Jun, S., Dynam . Behavior of a High-speed Hybrid Gas Bearing-rotor System for a Rotat ing ramjet, Jour nal of Vibrati on and Shock, vol. 28, Issue: 9, page 79-80, 2009.[4] Hai, L., Jun, S., Research of Driver Based on Fault Diag no sis System Data Acquisiti on Module, Mach ine Tool& Hydraulics, vol. 38 , Issue: 13, page 166-168, 2011.[5] Hao, W., Qin, W., Xiao, S., Optimized. Desig n of Embedded Parallel Data Acquisition System, Computer Engineering and Design, vol. 32, Issue: 5, page1622-1625, 2011.[6] Lei, S., Ming, N., Design and Implementation of High Speed Data Acquisiti on System Based on FPGA, Computer Engin eeri ng, vol. 37, Issue: 19, page 221-223, 2011.[7] Chao, T., Jun, Z., Ru, G., Design of remote data acquisition and control system based on Win dow CE, Microcomputer& Its Applicati ons , vol. 30, Issue: 14, page 21-27, 2011.[8] Xiao, W., Bin, W., SMS con trolled in formatio n collectio n system based on uC/OS-II, Computer Applicatio n, vol. 12, Issue: 31, page 29-31,2011.[9] Ti ng,Y., Zhong, C., Con structio n of Data Collectio n& Release in Embedded System, Computer En gi neeri ng, vol. 33, Issue: 19, page 270-272, 2007.[10] Yo ng, W., Hao, Z., Pen g,D., Desig n and Realization of Multi-fu nction Data Acquisition System Based on ARM, Process Automation Instrumentation, vol. 32, Issue: 1, page: 13-16, 2010.[11] Betta, G, Liguori, C., Paolillo, A., A DSP-Based FFT An alyzer for the FaultDiag no sis of Rotati ng Mach ine Based on Vibrati on An alysis, IEEE Tran sacti on on In strume ntati on and Measureme nt, vol. 51, Issue: 6, 2002.[12] Con treras-Medi na LM., Romero Tron coso RJ., Millan Almarez JR., FPGA Based Multiple-Cha nnel Vibrati on An alyzer Embedded System for In dustrial Applicati on in Automatic Failure Detect ion, IEEE tran sacti ons on Intern ati onal and measureme nt, vol. 59, Issue: 1, page 63-67, 2008.[13] Ch on, W., Shua ng, C., Desig n and impleme ntati on of sig nal detecti on system based on ARM for ship borne equipme nt, Computer Engin eeri ng and Desig n, vol. 32, Issue: 4, page: 1300-1301,2011.[14] Miao, L., Tia n, W., Ho ng, W., Real-time An alysis of Embedded CNC System Based on uC/OS-ll, Computer En gi neeri ng, vol. 32, Issue: 22, page 222-223, 2006.。

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数据采集系统数据采集系统,正如名字所暗示的,是一种用来采集信息成文件或分析一些现象的产品或过程。

在最简单的形式中,技术人员将烤箱的温度记录在一张纸上就是数据采集。

随着技术的发展,通过电子设备,这个过程已经得到简化和变得比较精确、多用途和可靠。

设备从简单的存储器发展到复杂的电脑系统。

数据采集产品像聚焦点一样为系统服务,和一系列产品一起,诸如传感器显示温度、水流、程度或者过程。

数据采集技术在过去30到40年以来已经取得了很大的飞跃。

举例来说,在40 年以前,在一个著名的学院实验室中,为追踪用青铜做的坩埚中的温度上升情况的装置是由热电偶、继电器、查询台、一捆纸和一支铅笔。

今天的大学学生很可能在PC机上自动处理和分析数据,有很多种可供你选择的方法去采集数据。

至于选择哪一种方法取决于多种因素,包括任务的复杂度、你所需要的速度和精度、你想要的证据资料等等。

无论是简单的还是复杂的,数据采集系统都能够运行并发挥它的作用。

用铅笔和纸的旧方式对于一些情形仍然是可行的,而且它便宜、易获得、快速和容易开始。

而你所需要的就是捕捉到多路数字信息(DMM),然后开始用手记录数据。

不幸的是这种方法容易发生错误、采集数据变慢和需要太多的人工分析。

此外,它只能单通道采集数据;但是当你使用多通道DMM时,系统将很快变得非常庞大和呆笨拙。

精度取决于誊写器的水平,并且你可能需要自己动手依比例输入。

举例来说, 如果DMM 没有配备处理温度的传感器,旧需要动手找比例。

考虑到这些限制,只有当你需要实行一个快速实验时,它才是一个可接受的方法。

现代多种版本的长条图表记录仪允许你从多个输入取得数据。

他们提供数据的长备纸记录,因为数据是图解的格式,他们易于现场采集数据。

一旦建立了长条图表记录仪,在没有操作员或计算机的情况下,大多数记录仪具有足够的内部智能运行。

缺点是缺乏灵活性和相对的精度低,时常限制在百分点。

你能很清楚地感觉到与笔只有小的改变。

在多通道内较长时间的监控,记录仪能发挥很好的作用,除此之外,它们的价值得到限制。

举例来说,他们不能够与另外的装置轮流作用。

其他的顾虑就是笔和纸的维护,纸的供给和数据的存储,最重要的是纸的滥用和浪费。

然而,记录仪相当容易建立和操作,为数据快速而简单的分析提供永久的记录。

一些 benchtop DMMs 提供可选择的扫描能力。

仪器的背面有一个槽孔接收一张在较多输入时能多重发讯的扫描仪卡片,通常是8到10通道的mux。

固有的在仪器的前面嵌板中的受到限制。

它的柔韧性也受到限制,因为它不能超过可用通道数。

外部的PC机通常处理数据采集和分析。

PC机插件卡片是单板测量系统,它利用ISA或PCI总线在PC机内扩大插槽。

它们时常具有高达每秒1000的阅读速率。

8到16通道是普遍的,采集的数据直接存储在电脑里,然后进行分析。

因为卡片本质上是计算机的一部分,建立测试是容易的。

PC机卡也相对的便宜,一部分地,因为他们以来主机PC去提供能源、机械附件和使用界面。

数据采集的选择在缺点上,PC机插件卡片时常只有12字的容量,因此你不能察觉输入信号的小变化。

此外,PC机内的电子环境经常很容易发出噪声、产生高速率的时钟和总线噪声,电子接触面限制PC机插件卡片的精度。

这些插件卡片也测量一定范围的电压。

为了测量其他输入信号,如电压、温度和阻力,你也许需要一些外部信号监测的器件。

其它关心包括复杂的校正和全部的系统成本,尤其如果你需要购买额外信号监测器件或用PC机适应插件卡片。

把这些考虑进去,如果你的需要在卡片的能力和限制范围内变动,PC机插件卡片给数据采集提供吸引人的方法。

数据电子自动记录仪是典型的单机仪器,一旦配备它们,就能测量、记录和显示数据而不需要操作员或计算机参与。

它们能够处理多信号输入,有时可达120通道。

精度可与无与伦比的台式 DMMs 匹敌,由于它在22字、 0.004个百分率的精度范围内运转。

一些数据电子自动记录仪有能力按比例测量,检查结果不受使用者定义的限制,而且输出为控制作信号。

使用数据电子自动记录仪的一个好处就是他们的内部监测信号。

大部分能够直接地测量若干不同的输入信号,而不需要额外的信号监测器件。

一个通道能够监测热电偶、温阻器(RTD)和电压。

热电偶为准确的温度测量提供具有参考价值的补偿,是很典型的配备了多路插件卡片。

内设智能数据电子自动记录仪帮助你设定测量周期和具体指定每个通道的参数。

一旦你全部设定好,数据电子自动记录仪就如同无与伦比的装置运行。

它们存储的数据分布在内存中,能够容纳500000或更多的阅读量。

与PC机连接容易将数据传送到电脑进行进一步的分析。

大多数数据电子自动记录仪可设计为柔性和简单的组态和操作, 而且经由电池包裹或其它方法,多数提供远程位置的操作选项。

靠 A/ D 转换技术,一定的数据电子自动记录仪阅读的速率比较低,尤其是跟PC机插件卡片比较。

然而,每秒250的阅读速率比较少见。

要牢记正在测量的许多现象本质上是物理的,如温度、压力和流量,而且一般有较少的变动。

此外,因为数据电子自动记录仪的监测精度,多量且平均阅读没有必要,就像它们经常在PC记插件卡片一样。

前端数据采集经常做成模块而且是典型地与PC机或控制器连接。

他们被用于自动化的测试中,为其它测试装备采集数据、控制和循环检测信号。

发送信号测试装备的零配件。

前端运转的效率是非常高的,能与速度和精度与最好的单机仪器匹敌。

前端数据采集在很多模型里都能运行,包括VXI版本,如Agilent E1419A 多功能测量和VXI控制模型,还有专有的卡片升降室。

虽然前端器成本已经降低,但是这些系统可能会非常贵,除非你需要提供高的运转,而查找它们的价格是禁止的。

另一方面,它们的确能够提供相当多的可挠性和测量能力。

好的、成本低的数据电子自动记录仪有合适的通道数(20-60通道)和扫描速率相对低但对于多数工程师的普遍应用已足够。

一些关键的应用包括: •产品特征•电子产品的热靠模切削•环境的测试环境的监测•组成物特征•电池测试建筑物和计算机容量监测DATA ACQUISITION SYSTEMSData acquisition systems, as the name implies, are products and/or processes used to collect information to document or analyze some phenomenon. In the simplest form, a technician logging the temperature of an oven on a piece of paper is performing data acquisition. As technology has progressed, this type of process has been simplified and made more accurate, versatile, and reliable through electronic equipment. Equipment ranges from simple recorders to sophisticated computer systems. Data acquisition products serve as a focal point in a system, tying together a wide variety of products, such as sensors that indicate temperature, flow, level, or pressure. Some common data acquisition terms are shown below.Data acquisition technology has taken giant leaps forward over the last 30 to 40 years. For example, 40 years ago, in a typical college lab, apparatus for tracking the temperature rise in a crucible of sodium tungsten- bronze consisted of a thermocouple, a bridge, a lookup table, a pad of paper and a pencil.Today’s coll ege students are much more likely to use an automated process and analyze the data on a PC Today, numerous options are available for gathering data. The optimal choice depends on several factors, including the complexity of the task, the speed and accuracy you require, and the documentation you want. Data acquisition systems range from the simple to the complex, with a range of performance and functionality.The old pencil and paper approach is still viable for some situations, and it is inexpensive, readily available, quick and easy to get started. All you need to do is hook up a digital multiple meters (DMM) and begin recording data by hand.Unfortunately, this method is error-prone, tends to be slow and requires extensive manual analysis. In addition, it works only for a single channel of data; while you can use multiple DMMs, the system will quickly becomes bulky and awkward. Accuracy is dependent on the transcribers level of fastidiousness and you may need to scale input manually. For example, if the DMM is not set up to handle temperature sensors, manual scaling will be required. Taking these limitations into account, this is often an acceptable method when you need to perform a quick experiment.Modern versions of the venerable strip chart recorder allow you to capture data from several inputs. They provide a permanent paper record of the data, and because this data is in graphical format, they allow you to easily spot trends. Once set up, mostrecorders have sufficient internal intelligence to run unattended — without the aid of either an operator or a computer. Drawbacks include a lack of flexibility and relatively low accuracy, which is often constrained to a few percentage points. You can typically perceive only small changes in the pen plots. While recorders perform well when monitoring a few channels over a long period of time, their value can be limited. For example, they are unable to turn another device on or off. Other concerns include pen and paper maintenance, paper supply and data storage, all of which translate into paper overuse and waste. Still, recorders are fairly easy to set up and operate, and offer a permanent record of the data for quick and simple analysis.Some bench top DMMs offer an optional scanning capability. A slot in the rear of the instrument accepts a scanner card that can multiplex between multiple inputs, with 8 to 10 channels of mux being fairly common. DMM accuracy and the functionality inherent in the instruments front panel are retained. Flexibility is limited in that it is not possible to expand beyond the number of channels available in the expansion slot. An external PC usually handles data acquisition and analysis.PC plug-in cards are single-board measurement systems that take advantage of the ISA or PCI-bus expansion slots in a PC. They often have reading rates as high as 100,000 readings per second. Counts of 8 to 16 channels are common, and acquired data is stored directly into the computer, where it can then be analyzed. Because the card is essentially part of the computer, it is easy to set up tests. PC cards also are relatively inexpensive, in part, because they rely on the host PC to provide power, the mechanical enclosure and the user interface.In the downside, PC plug-in cards often have only 12 bits of resolution, so you can’t perceive small variations with the input signal. Furthermore, the electrical environment inside a PC tends to be noisy, with high-speed clocks and bus noise radiated throughout. Often, this electrical interference limits the accuracy of the PC plug-in card to that of a handheld DMM .These cards also measure a fairly limited range of dc voltage. To measure other input signals, such as ac voltage, temperature or resistance, you may need some sort of external signal conditioning. Additional concerns include problematic calibration and overall system cost, especially if you need to purchase additional signal conditioning accessories or a PC to accommodate the cards. Taking that into consideration, PC plug-in cards offer an attractive approach to data acquisition if your requirements fall within the capabilities and limitations of the card.Data loggers are typically stand-alone instruments that, once they are setup, can measure, record and display data without operator or computer intervention. They can handle multiple inputs, in some instances up to 120 channels. Accuracy rivals that found in standalone bench DMMs, with performance in the 22-bit, 0.004-percent accuracy range. Some data loggers have the ability to scale measurements, check results against user-defined limits, and output signals for control.One advantage of using data loggers is their built-in signal conditioning. Most are able to directly measure a number of different inputs without the need for additional signal conditioning accessories. One channel could be monitoring a thermocouple, another a resistive temperature device (RTD) and still another could be looking at voltage.Thermocouple reference compensation for accurate temperature measurement is typically built into the multiplexer cards. A data logger built-in intelligence helps you set up the test routine and specify the parameters of each channel. Once you have completed the setup, data loggers can run as standalone devices, much like a recorder. They store data locally in internal memory, which can accommodate 50,000 readings or more.PC connectivity makes it easy to transfer data to your computer for in-depth analysis. Most data loggers are designed for flexibility and simple configuration and operation, and many provide the option of remote site operation via battery packs or other methods. Depending on the A/D converter technique used, certain data loggers take readings at a relatively slow rate, especially compared to many PC plug-in cards. Still, reading speeds of 250 readings/second are not uncommon. Keep in mind that many of the phenomena being monitored are physical in nature —such as temperature, pressure and flow —and change at a fairly slow rate. Additionally, because of a data logger superior measurement accuracy, multiple readings and averaging are not necessary, as they often are in PC plug-in solutions.Data acquisition front ends are often modular and are typically connected to a PC or controller. They are used in automated test applications for gathering data and for controlling and routing signals in other parts of the test setup. Front end performance can be very high, with speed and accuracy rivaling the best standalone instruments. Data acquisition front ends are implemented in a number of formats, including VXI versions, such as the Agilent E1419A multifunction measurement and control VXI module, and proprietary card cages.. Although front-end cost has been decreasing,these systems can be fairly expensive, and unless you require the high performance they provide, you may find their price to be prohibitive. On the plus side, they do offer considerable flexibility and measurement capability.A good, low-cost data logger with moderate channel count (20 - 60 channels) and a relatively slow scan rate is more than sufficient for many of the applications engineers commonly face. Some key applications include:• Product characterization• Thermal profiling of electronic products• Environmental testing; environment al monitoring• Component characterization• Battery testing• Building and computer room monitoring。

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