工业互联网PaaS平台Predix技术介绍PPT课件

GE Digital
-
21
Predix Asset Architecture
• Structured Assets
• Networked Assets
• Semantic Models & Ontologies
• Loose Relationships
• Custom Objects
APM
Analytics
-
10
Predix Machine 与Connectivity
GE Digital
-
11
Predix Machine 服务:
部署拓扑示例
GE Digital
-
12
Predix Machine
On Gateways and/or Controllers
M2C
GE Digital
-
13
Predix Connectivity
Streams
year month
10 years
hour
Search
15 years
25 years
milisec
SENSOR
Time Series
End of Life
GE Digital
-
29
Predix Services: Security
GE Digital
-
30
威胁继续增长
Increasing needs
P Predix
HML station
REMOTE STATION
Data historian
P
PLC
P
Wired or wireless connectivity
Modem gateway
P
Valve Pump
L
Level sensor
P
Pressure sensor
F
Flow sensor
Local access
技术综述
GE Digital
-
1
Predix 是一个平台 用于开发、部署、打造 工业互联网应用
从机器到云的扩展
Scalable from machines to cloud
编配数据、控制和分析实现
有效互操作性
Orchestrates data, controls, and analytics for effective
传统RDBMS方法 Traditional RDBMS
Approach
GE Digital
ID
Structure
Representation
-
新式图形数据库方法 New Graph DB Approach
20
Asset Services - What
Pumps
资产与成组分类
Positive Displacement
Blob Store (Riak CS)
Security (UAA)
CF Dev/Infrastructure Services
Log Storage and Search (ELK)
Monitoring (New Relic)
CF 3rd-Party Provided Services
Notification (SMTP)
PaaS
(Powered by Pivotal
Cloud Foundry)
PREDIX CLOUD
Asset
Analytics
Predix Services
Data
Security
Experience
CF Provided Services
Cache
Queuing (RabbitMQ)
RDBMS
(PostGRES)
Predix DevOps
CLI/CI
Source (GH)
Build (Jenkins)
Predix BizOps
Acquisition
Activation
Engagement
GE Digital
Pivotal Cloud Foundry services
LEGEND
Predix Operational Services
Example SCADA system implementation
GE Digital
REMOTE STATION
RTU
P
Modem gateway
Valve Pump
L
Level sensor
P
Pressure sensor
F
Flow sensor
-
PREDIX
P
P
ERP / CRM
3
Predix 促进合作伙伴创新
GE Digital
-
28
数据服务: 时间序列
Time Series
Blob/Object
Ingestion
时间序列预报TIME SERIES FORECASTING 探查 EXPLORATION 搜索与联合查询 SEARCH & FEDERATED QUERY 语境 CONTEXTUALIZATION 数据管理 DATA MANAGEMENT 数据质量 DATA QUALITY 云管理 CLOUD MANAGEMENT
Industrial Apps
RESTful APIs (Query, Ingestion, Model, etc.)
Interface
Graph Query
Graph Analytics
Business Rules
Classificat ion
Audit History
Multitenancy
Services
Knowledge Graph Elastic Graph Database
Cloud
ContextAwareness
Scalability & HA Cloud Runtime
GE Digital
-
22
Predix Services: Analytics
GE Digital
-
23
Analytics Services
P456 I4567 M123 SKF3456
BA234
Pump Motor Bearing Brush Assembly Pump
业务逻辑 Business Logic
目录 Catalog
配置管理和跟踪历史Configuration
Management & Audit History
To be useful, open model framework needs to be constrained (achieved with business rules in the catalog)
78% of senior security officials
expect a successful attack on their ICS/SCADA systems within 24 months
Source: ARC Group - 2014
GE Business X has released security advisories and free product updates
policies issued by Lloyd’s of London for the energy sector
There is no method to update “GE Product” devices released prior to October 2014
服务独立性 - 部署，规模，持续性 小型代码库 – 易于理解 允许混合技术栈 – 每个工作的最佳工具
UI Module Data Access Application Container
Providing Predix the scale for industrial solutions
GE Digital
Ingests and processes data faster
运用工业和材料科学分析数 据
Analyzes data using industrial and material science
安s all operating assets
建立企业与开发者的生态系 统
Predix Services
-
18
Predix Services: Assets
GE Digital
-
19
Asset Services
工业互联网要求开放、扩展的模型和以及运行规模，只有采用图形数据库才能满足
工业资产的逻辑模型是实现优化目标的关键。 Asset Services 提供了独特的方法：存储、分类、成组合查询资产模型
资产感知分析 Asset-aware Analytics
分析工作流程的业 务流程引擎
Orchestration Engine
for Analytics
Workflows
GE Digital
-
可重用分析目录 Catalog of Reusable
Analytics
24
Predix Services: Data
Cloud Gateway Message Service
APIs
Data Ingestion
Catalogs
Analytics Datasets Pipeline
Pipelines
Compliance Access Ctrl
Privacy
Governance
Data Lake (Storage & Process)
WAN
Predix Connectivity 2015 Scope
Edge Gateway
(Predix Machine & DDS/Messaging
LAN / PAN / FAN
ASSETS
GE Digital
-
14
Predix Cloud
GE Digital
-
15
Predix Cloud Services
interoperation
快速响应用户需求
Enables quick response to customer requirements
通过服务目录加速工业应用
Accelerates the industrial app economy through a services
catalog
快速摄取和处理数据
Built around an ecosystem of companies and developers
GE Digital
-
2
机器到云的部署
分布式计算、扩展性、编配
Data historian
BACKUP CONTROL CENTER PRIMARY CONTROL CENTER
HMI station
70% 2013年有
的关键基础设施企
Over 800% increase in ICS-Cert vulnerability reports since 2010
业遭受了攻击
NO new cyber security insurance
ICS-CERT is currently coordinating with GE and the security researcher to identify mitigations
GE Digital
-
27
Data Services
Serves the need for a holistic, reliable, and cost effective computing environment
Data Origination
Machine + Enterprise Data
Engineering workstations
Control server (SCADA - MTU)
Modem gateway
P
Printer
REGIONAL CONTROL CENTER
WAN
HMI station Control server
(SCADA - MTU)
Corporate enterprise network
Reciprocating Rotary
Kinetic
Centrifugal Special Effect
Axial Radial Peripheral
业务逻辑结构 Business Rule Framework
组织结构Organization
部件号
资产结构模板
Pump Impeller Motor Bearings Brush Assembly
GE Digital
-
7
Predix PaaS
GE Digital
-
8
机器到云平台 as-a-Service
GE Digital
-
9
建立在 Cloud Foundry
是一个领先的开源平台 由 Cloud Foundry 社区 发展, 现由 GE CF 道场 为 工业用 例 继续发展
… 用 Microservices
Time series NoSQL
Relational Object Caching Search
Dist. File Syst.
Data processing
Analysis & Usage Web
Mobile
SECURE, MULTI-TENANCY SERVICE FOR HIGH VOLUMES OF DATA PROCESSING AND STORAGE