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6sigma basic

6sigma basic
Verified Cause 1. 1.1 1.2 1.3 1.4 2. 2.1 2.2 2.3 2.4 Counteractions
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六西格玛产生的背景
六西格玛产生的背景
BBP Workshop JIT Seating Saarlouis/Bochum
90年代早期,摩托罗拉在同日本的竞争中 年代早期, 年代早期 失掉了收音机和电视机的市场, 失掉了收音机和电视机的市场,后来又失掉 机和半导体的市场。 了BP机和半导体的市场。一个日本企业在 机和半导体的市场 一个日本企业在70 年代并购了摩托罗拉的电视机生产公司。 年代并购了摩托罗拉的电视机生产公司。经 过日本人的改造后,很快投入了生产, 过日本人的改造后,很快投入了生产,并且 不良率只有摩托罗拉管理时的1/20。 不良率只有摩托罗拉管理时的 。 他们使用了同样的人员、技术和设计。 他们使用了同样的人员、技术和设计。显 然问题出在摩托罗拉的管理上。 然问题出在摩托罗拉的管理上。在市场竞争 中,严酷的生存现实使摩托罗拉的高层接受 了这样的结论“我们的质量很差” 了这样的结论“我们的质量很差”。
认识机会
什么过程对业 务影响最大 什么表现与客 户要求差距最 大
1. 业务收益
公司战略目标
2. 客户满意
Annual Goal
3. 可持续发展
Annual Goal
Annual Goal
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六西格玛突破的策略:
确定项目
BBP Workshop JIT Seating Saarlouis/Bochum

六西格玛基本知识详解

六西格玛基本知识详解

六西格玛基本知识详解引言六西格玛(Six Sigma)是一种质量管理方法论,旨在通过减少产品或过程中的变异性,从而提高质量和效率。

其核心是通过数据分析和统计学方法,找到问题的根本原因,并采取措施来消除这些问题。

本文将详细介绍六西格玛的基本知识,包括其起源、原理、工具和应用。

起源六西格玛起源于20世纪80年代的美国,最初是由摩托罗拉公司引入的。

当时,摩托罗拉面临着严重的市场竞争,需要提高产品质量,降低缺陷率。

为此,摩托罗拉引入了六西格玛方法论,并将其成功应用于生产过程中。

随后,六西格玛逐渐被其他公司所采用,并成为全球范围内广泛应用的质量管理方法。

原理六西格玛方法论的核心原理是通过数据分析和统计学方法,找到问题的根本原因。

它基于以下两个基本假设:1.大部分质量问题是由于过程的不稳定性和变异性引起的。

2.通过减少过程的变异性,可以提高质量和效率。

为了实现这一目标,六西格玛采用了一套严格的方法和工具,包括项目选择、团队组建、问题定义、数据收集、数据分析、改进措施的实施和控制。

工具六西格玛方法论涵盖了许多工具和技术,用于数据分析和问题解决。

以下是其中一些常用的工具:1.流程图:用于可视化和分析业务流程,找出潜在问题和改进点。

2.直方图:用于展示数据的分布情况,帮助识别过程中的偏差和异常。

3.散点图:用于分析两个变量之间的关系,发现潜在的因果关系。

4.控制图:用于监控过程的稳定性和一致性,及时发现和纠正问题。

5.核对表:用于收集和整理数据,辅助问题定义和根本原因分析。

6.样本调查:用于获取关于客户满意度和需求的信息,作为改进措施的依据。

除了以上列举的工具,六西格玛方法论还包括统计学方法如回归分析、方差分析等,以及质量管理工具如5W1H分析、鱼骨图等。

应用六西格玛方法论在各行各业都得到了广泛的应用。

它可以适用于产品制造、服务业、医疗保健、金融等各个领域。

以下是一些典型的应用场景:•减少生产过程中的缺陷率:通过分析生产过程中的数据,找到引起缺陷的根本原因,并采取相应的改进措施,从而降低产品缺陷率。

Six sigma basics(6 斯伽马)

Six sigma basics(6 斯伽马)

Six Sigma BasicsNAVIN SHAMJI DEDHIASan Jose,California,USAA BSTRACT Six sigma concentrates on measuring product /service quality,reducing variation,driving improvements and saving the cost.The original application was to eliminate assembly-line defects,but since then it has expanded into almost every corporate operation.Six sigma is described as a philosophy,methodology and breakthrough strategy to solve problems.K EY W ORDS :Six sigma,variation,improvement,TQM,strategyIntroductionDuring the past half of the century,more than 69quality related initiatives have come into existence.Statistical Process Control (SPC),Quality Circles (QC),Total Quality Manage-ment (TQM),Bench Marking,Quality Management Systems (QMS),ISO 9000Quality Management System (QMS)Standard and other such initiatives have created a visible impact in the business world.Quality professionals have perpetuated the ‘Keep it Simple’formula for performance measurement over the past 70years in an effort to have the greatest impact on businesses.The classic tools and metrics have been applied differently in a competitive environment.It has been a common misconception that when the previous initiative does not work or fails to provide desired results,a new initiative is created.There has been a lot of talk and many articles have been published on the failures of TQM and QMS.And Six sigma is not far away from such critiques.The previous focus on methodologies using Quality Circles,Kaizen,TQM,ISO 9000QMS System,Quality Award models failed because of flawed applications and expectations.Bill Smith at Motorola,during the late 1970s,developed the six sigma approach to drive quality forward with an objective to control at parts per million (PPM)level.The Japanese were already controlling quality at the PPM level during late 1970s.Mikel Harry is considered as the father of six sigma.Motorola coined the word.Bill Galvin,CEO of Motorola,committed to the concept during the mid-1980s and stressed the need to cover every kind of activity in the company,which resulted to its success and expansion.Bob Galvin reset the agendas for all business unit meetings and he decreed quality always to Total Quality ManagementVol.16,No.5,567–574,July2005Correspondence Address:N.S.Dedhia,5080Bougainvillea Drive,San Jose,California 95111,USA.Email:NavinDedhia@1478-3363Print =1478-3371Online =05=050567–08#2005Taylor &Francis Group Ltd DOI:10.1080=14783360500077468568N.S.Dedhiabefirst.Galvin’s message was,if quality objectives were met,everything else would follow satisfactorily.Galvin would not permit the quality manager to present the quality report. That report had to be provided by the top business unit manager.As a result,the business manager had to understand the qualityfigures to be able to defend the report if it was challenged.Allied Signal was one of thefirst to apply six sigma in its operation.Bob Galvin of Motorola and Jack Welch of General Electric(GE)are good examples of executives,who took a leadership approach in the six sigma methodologies and appli-cations.Six sigma at GE became a company policy in October1995.Six Sigma quality level equates to a3.4Parts Per Million(PPM)defect rate or3.4 defects occurring per million opportunities(DPMO).Six Sigma quality level is like parking a small car in a relatively large space.Quality ToolsDifferent quality tools have a different emphasis.Total Quality Management,Malcolm Baldrige National Quality Award(MBNQA)Criteria for Performance Excellence,ISO 9000Standard and Six Sigma all aim at reducing cost and enhancing customer satisfac-tion.In principle,all these tools can be defined succinctly:Total Quality Management(TQM)The TQM approach creates an awareness in the organization.It is a cost effective system for integrating the continuous improvement efforts of people at all levels in an organi-zation to deliver products,services and solutions,which ensure customer satisfaction. Baldrige Criteria for Performance ExcellenceThe Baldrige Criteria for Performance Excellence focuses on performance excellence for the entire organization in an overall management framework.It identifies and tracks all important organizational results and effectiveness.It helps to determine‘Where the organ-ization is’.Essentially,performance excellence criteria involve the regular and systematic review of an organization’s activities and results.The process allows an organization to clearly discern its strengths and areas for improvement.Baldrige criteria are a holistic integrated set of criteria that addresses best business practices.ISO9000QMS StandardThe ISO9000QMS Standard installs a system in the organization using a process approach.It concentrates onfixing quality system defects and product/service non-conformities.It also helps to document‘What the organization is doing’.It is an organized approach to managing elements of a business in such a way that it fosters continual improvement and customer satisfaction.ISO9000requires fundamental concepts and a framework of process approach to be effective.Six SigmaSix sigma concentrates on measuring product/service quality,reducing variation and driving process improvements and reducing cost.It uses a set of statistical and management tools that can make leaps in improvement.The Six sigma process has a failure rate of3.4Six Sigma Basics569 parts per million(PPM)or99.99966%defect-free product.It uses a complicated approach to problem solving called DMAIC(Define,Measure,Analyse,Improve and Control).Six sigma is the foundation for driving breakthrough improvements.Six Sigma MethodologiesPoor quality costs amount to20to30%of a company’s revenues.Six sigma improvement activities should be carried out in a project form.The prioritization and selection of projects to be worked is vital to the success.A well thought-out introduction plan should be developed.Six sigma should occur in the early life cycle(research and design stage) of a product.Strategic process improvements are needed to compete in the market place. Six sigma in organizations is built around the customer’s needs.A six sigma project recognizes a performance gap,and goes through DMAIC steps before attempting a solution.It is more about reducing variation.Six Sigma is primarily a methodology for improving the capability of business pro-cesses by using statistical methods to identify and decrease or eliminate process variation. Its goal is defect reduction,elimination and improvement.A structured project approach and effective execution of the project are the keys to the success of the Six Sigma process.Characteristics of Six Sigma include:.Expected bottom line results delivered..Senior management leadership..A disciplinedfive step approach using Define,Measure,Analyse,Improve and Control (DMAIC)concept..Rapid project completion..Clearly defined performance measurements..A sound statistical approach to focusing on critical areas of a process for improvement. Six sigma is an evolution of the TQM approach.Six Sigma has integrated other tools and methodologies such as Cause-and-Effect Diagram,Poka-Yoke device(mistake-proof mechanism to prevent obvious errors),Kaizen(continuous improvement),Kanban (pulling of a product instead of pushing through a production process),Lean Manufactur-ing(reducing and preventing wastes),ISO9000(process system approach)and House of Quality(Quality Function Deployment or Voice of the Customer).Fundamentally,.Six Sigma relies on total commitment from leadership team..Projects and initiatives are aligned with strategic objectives of the organizationSix Sigma emphasizes checking,inspection,audit and analysis..Empowered employees tackle issues proactively rather than reactively..Six Sigma is a problem solving methodology using systematic and organized project management tools.Initially,Motorola set a10times improvement during thefirst year,100times improvement during the third year and achieving six sigma during the fourth year.It meant reducing defects by10Âduring thefirst year of launching the program.Then within the next two years reducing defects by100Âto achieve six sigma level during the fourth year.Success requires committing to bold actions,continuous improvement and individual accountability.570N.S.DedhiaDMAIC steps involve:(1)Define:The problem has to be defined clearly and explicitly.It is a major step inselecting and prioritizing a project.A well-defined problem clearly sets ground rules for improvement.(2)Measure:Measurement points,sources,tools and equipment,and precision and accu-racy play a vital role in the project.Without measurement there is no control.Measurements are essential to collect data.(3)Analyse:The right approach in using analytical tools or methods will help tofind aclearly defined solution.Data are analysed into information to create a knowledge base and make decisions for actions.(4)Improve:Selecting the best alternative solution and implementing to remove the causeof a problem will bring the desired result.Improvements can be in the form of efficient equipment,new process,enhanced training to the employees,or new material.Impro-vements are actions,both corrective and preventive.(5)Control:After the implementation of improvement activities,monitoring becomesessential to control the processes.Six Sigma AppreciationCritics have already started labelling six sigma with such phrases as‘sick sigma,program of the month or an old wine in the new bottle’.Allfive senses are required to appreciate the wine.Thesefive senses are see,smell,touch,hear and taste.Six sigma application can only be appreciated when all thefive senses are applied.Thesefive senses play a key vital role in selling the six sigma programme to the management.(1)Seeing or observing with eyesEyes do the function of seeing and observing and thus providing evidence to support the claim.A criminal is innocent until proven guilty with evidence from witnesses.ISO9000standard requires supporting evidence for the observed non-conformity.Six sigma application is appreciated when noticing the benefits received from the six sigma project.These benefits come in the form of a cycle time reduction,cost reduction,savings in resources,yield increase,defect reduction,increase in the profits,space savings,etc.(2)Smelling with the noseA pleasant smell is always enjoyable and creates a thought-provoking environment.An event becomes memorable with a fragrance of a rose or an essence or an aroma of a wine.An organization’s environment remains happy and cheerful from the success of six sigma project and the resulting cost savings.(3)Touching with handsTouching gives a sense about the usefulness of an object and characterizes the surface as rough,smooth,hard or soft.Statistical,analytical and management tools are used to tackle a clearly defined problem.(4)Hearing with earsPeople like to hear sweet words and a sweet voice.Hearing excellent results from the six sigma project is as sweet as a song.Six Sigma Basics571 (5)Tasting with the tongueFood can only be tested when put in the mouth.When an application of six sigma tools and techniques bear the desired results,its value is known.Six Sigma SuccessSix sigma is not like a laser-guided smart bomb,but,rather,a statistically heavy regimen of analysing problems that has saved corporations billions of dollars.Numerous large and well-known corporations such as Motorola,General Electric,American Express,Ford Motor Company,and Allied Signal all have ambitiously applied the six sigma method-ologies in their operations.Impressive results have been obtained by the companies apply-ing a six sigma project in their organizations,as evidenced by:(1)Motorola Legal Department took two years for the patent application.Bob Galvinwanted the patent department tofigure out how to make the application time less ing six sigma tools,the patent department reduced time to somewhat less than that and the shortest time was17days.Motorola generated savings of$1.5 billion in a11year period.(2)A Japanese patent system’s application process cost was reduced from$48,000to$1200for eachfiling.(3)General Electric(GE)increased communication satellites’usage from63%to97%realizing a revenue increase of$1.3million/year.GE changed the original Motorola Six Sigma model to a project based approach that had executive buy-in.GE saved$2 billion during1999.(4)The Ames Rubber Corporation(1993recipient of the Malcolm Baldrige NationalQuality Award in Small Business Category)uses the Baldrige criteria,ISO9000Quality Management System and six sigma tools for continuous improvement activities. (5)The National Science Foundation achieved a reduction of sick people evacuationfrom Antarctica to22%with help from Raytheon Corporation on ways to pre-screening scientists prior to engaging them.(6)A hospital in Milwaukee,Wisconsin,used six sigma process to reduce prescriptionerrors.(7)Samsung Electronics Co.(SEC)of Seoul,Korea,uses six sigma tool for innovation,Efficiency and quality.SEC completed3,290six sigma projects during2000and2001.(8)Using six sigma techniques,American Express improved their plastic issuanceprocesses.(9)DuPont used six sigma methodologies to improve the cycle time to process appli-cations for long-term disability benefits.(10)Fort Wayne,Indiana,local governmentfilled98%of the potholes within24hoursusing six sigma project.(11)Military contractors were early implementers of six sigma(Ex:Northrop Grumman,etc.)(12)US Federal Government authorities are looking into six sigma application tofight the‘war on terrorism’(Homeland Security Project).Companies save an average of$100,000to$200,000per implemented improvement panies that have produced good results,have invested adequate resources, provided extensive training and involved many individuals.572N.S.DedhiaSix sigma success requires:.Strong proactive support with required resources provided by the top management. .Acceptance and implementation of six sigma’s basic disciplines by employees.The role of middle management has to be active and supportive for the success of a six sigma. Managers at all levels are required to be active..Linkage with all innovative and infrastructure activities..Accurate and fair evaluation of all successful six sigma projects with meaningful recognition and rewards for employees.General Electric made it clear that there will be no promotions without active participation in six sigma activities.Volvo refers to its Black Belts at future leaders.Lean Six SigmaThe lean manufacturing technique was developed by Toyota Motor Corporation in Japan. Lean tools are used to reduce waste and improve the efficiency of a process.Six sigma tools are used when the goal is to reduce variance and improve the performance. Keeping in mind the constraints,the lean manufacturing technique focuses on eliminating barriers to achieve a smooth continuous processflow.In six sigma,the focus is on elim-inating variation to reduce cost and cycle time and improve quality.Subject experts are trained differently and subjects are deployed differently in lean manufacturing and six sigma.Their approachesfit different types of problems.Lean and six sigma have a positivefinancial impact.Both need management’s active support and both can also be used in the non-manufacturing environment.Savings can be doubled,when lean and six sigma are used in a coordinated manner.Total Productive Maintenance(TPM)is used in the lean manufacturing technique to ensure equipment is operational and available when required.Single Minute Exchange of Dies(SMED)from the lean technique and Design of Experiment(DOE)from six sigma are used to achieve optimal results.The lean technique is aimed at creatingflow through the entire value stream.Six sigma works on reducing variation among the processes that operate on a product.Lean helps uncover the rocks in the value stream that can cause blockages or unnecessary variation in theflow.Six sigma helps tofind the rocks in the value stream.Lean goes beyond Just-In-Time(JIT)and TQM.Six sigma goes beyond TQM.Lean and six sigma both focus on increasing productivity,asset utilization and quality.Six Sigma BenefitsA number of benefits are realized when the six sigma process is applied in a systematic way.A hugefinancial payoff is realized within a short period of time.Some of these benefits are:.Decreased work-in-progressBottlenecks are removed and workflows smoothly in the line,thereby reducing in process inventory.Equipment and tools are utilized efficiently with decreased work-in-progress.There is no wait in line.Six Sigma Basics573 .Improved capacity and outputDue to decreased work-in-process,more can be produced and shipped..Improved customer satisfaction and processflowOn-time shipping and on-time delivery of goods will make customers happy..Improved inventory turnsWith decreased work-in-progress and improved output,product will move faster out the door.There will be less inventory of raw material andfinished product..Increased productivityProductivity increase is realized when equipment and tools are running at capacity and wastage is reduced..Reduced cycle timeFrom start tofinish,the job can be done within the prescribed time.Waiting is removed from the operation.Six Sigma EnvironmentThe success of a Six Sigma project depends on the role played by the team members,who are:(a)Executive(Involve in committing resources and sponsoring the project)(b)Master Black Belt(Training and coaching)(c)Black Belt(Lead improvement projects)(d)Green Belt(Support and run projects)(e)Champion(Involve in supporting the project)Master Black Belts(MBBs)provide training and support for both Black and Green Belts. Black Belts(BB)and Green Belt(GB)holders conduct the improvement projects.Master Black Belt and Black Belt holders are full-time improvement specialists having obtained four weeks’training over a four-month period.Green Belt holders are part-time improve-ment specialist and retain their previous job duties.They receive two weeks’training over a two-month period.Executive leaders establish the strategic focus of a Six Sigma programme.Champions take their company’s vision,missions,goals,and metrics and translate them for individual projects.The Executives and champions keep the programme moving in a planned direction.Executives attend a one-day Executive training session. Champions receive one week of training.Mikel Harry,one of Six Sigma’s creators and chief promoters,introduced the belt system for designating experience levels.Master Black Belts and Black Belts form the backbone of the Six Sigma program.Questions still arise at the validity of six sigma application infixing rare and random problems.Fewer than15%of the Fortune1000companies have embraced it in a significant way.Michael Dell,CEO of Dell Computers,says it is powerful stuff.Jack Welch,CEO of GE,says it requires obsessive and compulsive commitment to drive six sigma deep into a company’s culture.Success of six sigma demands on management com-mitment,full support,a trained workforce and cross-functional teams.The American Society for Quality(ASQ)offers the Six Sigma Black Belt(SSBB) Certification Examination twice a year.It is a150multiple-choice-question four-hour574N.S.Dedhiaexamination.The ASQ certification examination application requires two completed six sigma projects documented by signed affidavits or one project with a signed affidavit and three years of work experience related to six sigma activities.ASQ certification is not a licence or registration.It is peer recognition.ASQ launched a quarterly Six Sigma Forum Magazine in June2002.An annual six sigma conference is held by ASQ.ASQ started the Six Sigma Forum in May2001with an aim of connecting six sigma knowledge with experience for quality professionals.The ASQ Six Sigma Black Belt examination requires knowledge and understanding of:(1)Enterprise wide deployment(2)Business process management(3)Project management(4)Defining,measuring,analysing,improving and controlling six sigma improvementmethodology and tools(5)Lean enterprise(6)Design for six sigmaConclusionSix sigma,as developed by Motorola,was an extension of many existing quality tools and techniques,but with the addition of business accountability.This resulted in process improvement gains that increased productivity and profitability.Six sigma and Lean enter-prise methodologies are both systematic and both have evolved from separate paths.Lean was developed by Toyota.Lean is mainly focused on eliminating waste.In manufacturing, the lean principle includes zero waiting time,pull instead of push scheduling,smaller batch sizes,line balancing and shorter process times.Six Sigma organizations become forward moving organizations by adapting new tools and techniques and overcoming learning disabilities.Much can be achieved from programmes like six sigma with the active,consistent, innovative,continuous and widely apparent participation by top management.When implemented strategically,six sigma can help companies turn over working capital faster,reduce capital spending,make existing capacity available,produce better results from the design and R&D functions.Such outcomes also foster a working environ-ment that stimulates employee development,motivation,morale empowerment and commitment.The primary factor in the successful implementation of a six sigma project is to have the necessary resources,the support and leadership of top management,customer require-ments identified explicitly,and a comprehensive training programme.Six sigma’s DMAIC structure of problem solving is its ability to analyse,improve and control processes with an emphasis on the ability to measure the performance.Deploy-ment of six sigma is best achieved through the defined projects.Success of a six sigma project depends on buy-in by the entire organization,deployment of the process,effective training and key measurements.。

6 sigma basic knowledge

6 sigma basic knowledge

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聪明地推行六西格玛!
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卓越绩效
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美国国会于1987年设立了美国波多里奇国 家质量奖(Malcolm Baldrige National Quality Award,简称为MBNQA) 。
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全国国家质量奖
国家标准
GB/T 19580-2004 卓越绩效评价准则 GB/T 19579-2004 卓越绩效评价准则实施指 南

M
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何为六西格玛?
存在1.5的偏移:3.4ppm=
1.5
3.4 10
6
M

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何为六西格玛?
狭义: ——减少变差和缺陷 ——消除产生变差和缺陷的机会 六西格玛质量水平:3.4ppm 或 2ppb
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六西格玛 = 3.4ppm 或 2ppb ???
工程师和统计学家用来精确调整产品及生 产过程的高技术方法。?!
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五个基本步骤
消除或减少引起后果的原因(改进阶段 Improve) ——实验设计 DOE ——高级统计工具 Advanced Statistical Tools ——员工参与 Employee Involvement
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五个基本阶段
保持改进成果(控制阶段Control) ——控制计划 Control Plans ——修正标准操作程序 Revised Standard Operating Procedures
六西格玛基础
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何为六西格玛?
西格玛 (, sigma)
西格玛()是一个希腊字母。 西格玛用于定义任一过程或产品特性值相 对于其均值的分散程度。
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西格玛水平
k
k k
LSL:下规格界限

Six Sigma basic training

Six Sigma basic training

Summary
Gate Review
Measure
Measurement Matrix (Tool 2)
Data Collection Plan
Operational Definition Measurement System
Analysis GR&R Sample Size
Current Process Performance Sigma Value
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Six Sigma _ MEASURE
Process performance
PPM(Parts per Million) ? DPU(Defects Per Unit) ? DPMO(Defects Per Million Opportunity) (D/(N*O) ? Y(RTP) (Rolled Throughput Yield) OEE
Six Sigma Basic Training
Jul.2019
Training agenda
学习目标
1. 理解Six Sigma的基本概念 2. 理解Six Sigma的特征 3. 对Six Sigma方法论的基本理解
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Six Sigma 的基本概念
什么是 σ ?
• σ (Sigma)是统计学的用语,又叫「标准偏差」 。 从总体的中心 值中个别值散布的程度, 即表示散布的大小。
Quick Hits
Project Charter Review
Summary
Gate Review
Analyse
Cause and Effect Diagram
Tool 3
Input Data Collection Plan
Operational Definition Input Data

six sigma 简介

six sigma 简介

PPM缺點數 PPM 317300 45500 2700 63 0.57 0.002
圖2-1 常態分配值位居六個希格瑪界限的中央時, 每十億次操作只有兩次失敗.
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希格瑪常態分配
規格下限
常態分配 對準中央
規格上限
-6
-5
-4
-3
-2
-1
X
2
3
4
5
6
PPM缺點數 規格界限 百分比 缺點數 ±1 sigma 30.23 697700 ±2 sigma 69.13 308700 ±3 sigma 93.32 66810 ±4 sigma 99.3790 6210 ±5 sigma 99.97670 233 ±6 sigma 99.999660 3.4 圖2-2 移動±1.5σ後,不合規格界限的機率為3.4ppm.
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3. History of 6 Sigma
4. The cost of quality
Sigma level 2 3 4 5 6 DPPM 308,537 66,807 6,210 233 3.4 Cost of quality Not applicable 25-40% of sales 15-25% of sales 5-15% of sales <10% of sales World class Industry average Remark Non competition
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6 . The Six Sigma Road map
B r e a k t h r o u g h S y s t e m
Stage
Breakthrough strategy phase Recognize Define Measure Analyze Improve Control Standard Integrate

六西格玛基础知识简介(英文版)(ppt 22页)

六西格玛基础知识简介(英文版)(ppt 22页)
3.4
Cost of Quality %
<1% of sales
99.9767
233
5 - 15% of sales
99.3790
6,210 15 - 25% of sales
939.33.3
66,807 25 - 40% of sales
69
308,537
31
691,462
What is the Benefits of Six Sigma ???
•Prevention Costs
•Internal Failure Costs
–Quality Engineering
–Scrap
–Design and Development of Quality Equipment
–Rework
–Design Verification and Review to Evaluate the Quality of New Products –Quality Training –Quality Improvement Projects –Quality Data Gathering Analysis and Reporting –Other Process Control Activities Used to Prevent
What is the meaning of quality???
99% Good (3.8 Sigma)
20,000 lost articles of mail per hour
Unsafe drinking water for almost 15 minutes each day
5,000 incorrect surgical operations per week

六西格玛管理的基础知识培训

六西格玛管理的基础知识培训

六西格玛管理的基础知识培训1. 什么是六西格玛管理?六西格玛管理(Six Sigma)是一种以数据和统计为基础的管理方法,旨在通过优化和改进业务流程,减少和控制过程的变异性,以提高产品质量和客户满意度。

六西格玛管理源于20世纪80年代的美国,最初由摩托罗拉公司提出,并在通用电气公司得到广泛应用。

它采用了一系列严谨的分析工具和方法,以帮助组织实现高效、稳定和可持续的业务运作。

2. 六西格玛的核心原则六西格玛管理遵循几个核心原则,包括:•数据驱动决策:六西格玛强调利用数据和统计分析来作出决策,而不是仅凭经验和直觉。

通过收集、分析和解释数据,组织可以更准确地了解问题的根本原因,从而制定有效的解决方案。

•过程改进:六西格玛的目标是通过优化和改进业务流程来提高质量和效率。

它强调对现有业务流程的深入了解,并通过消除不必要的环节、改进关键步骤以及优化资源配置来提高整体流程效果。

•客户导向:六西格玛管理注重客户需求和期望。

组织需要理解客户的需求,并通过提供高质量的产品和服务来满足这些需求。

只有了解和满足客户期望,组织才能取得竞争优势并实现长期成功。

•持续改进:六西格玛管理是一个持续改进的过程。

它不只是一次性的项目,而是一种长期的承诺,要不断提高组织的绩效和业务流程。

组织需要建立一个持续改进的文化,鼓励员工参与到改进活动中,不断追求卓越。

3. 六西格玛的关键概念在六西格玛管理中,有一些关键概念需要理解和应用,包括:- DMC循环DMC循环是六西格玛管理工具中最基本的方法。

它由以下五个阶段组成:1.Define(定义):明确问题的范围和目标,确定客户需求和关键业绩指标。

2.Measure(测量):收集和测量相关数据,以评估当前业务流程的性能和变异性。

3.Analyze(分析):通过分析数据,找出业务流程中的问题和根本原因。

4.Improve(改进):基于分析结果,制定和实施改进方案,并进行验证和测试。

5.Control(控制):确保改进措施的可持续性和稳定性,并建立监控系统来持续监测业务流程的性能。

六西格玛基础必学知识点

六西格玛基础必学知识点

六西格玛基础必学知识点
以下是六西格玛基础必学知识点:
1. 什么是六西格玛:六西格玛是一种管理方法和质量改进方法,旨在
减少组织中的变异性和缺陷,并提高业务流程的质量和效率。

2. DMAIC方法:DMAIC是六西格玛项目的五个阶段的缩写,包括定义(Define)、测量(Measure)、分析(Analyze)、改进(Improve)
和控制(Control)。

3. 六西格玛指标:六西格玛项目中使用的关键绩效指标包括缺陷机会
数(Defects per Opportunity,DPO)、缺陷率(Defects per
Million Opportunities,DPMO)和过程能力指数(Process
Capability Index,Cpk)等。

4. 顾客需求:六西格玛关注的核心是顾客需求,通过对顾客需求的全
面理解和分析,确保业务流程能够满足顾客的期望。

5. 根本原因分析:在六西格玛项目中,通过使用工具和技术如因果图、五力分析、鱼骨图等,找到问题的根本原因,并提出相应的改进方案。

6. 流程改进:六西格玛的目标是实现业务流程的稳定性和一致性,通
过消除变异性和缺陷,优化流程,并提高整体绩效和效率。

7. 团队合作:六西格玛项目需要跨部门和跨职能的团队合作,共同进
行问题解决、分析和改进。

8. 管理者的角色:管理者在六西格玛项目中发挥重要的角色,他们需
要提供资源和支持,建立有效的沟通和反馈机制,并监控项目的进展和结果。

以上是六西格玛基础必学知识点,希望对您有帮助!。

Six-Sigma-基础知识PPT课件

Six-Sigma-基础知识PPT课件

6σ适用范围
开发 生产
确保开发阶段中的设计完善度
• 为了满足顾客需要,选定CTQ; • 设定合理的规格; • 确保开发阶段中CTQ的工序能力; SPEC确定
确保量产阶段中的品质
• 使用软件改善现场顽固不良; • 保证量产品质; • 提高生产效率 改善现在的不良及生产率
业务
使间接部门的输出最大化
• 业务部门的改善活动 • 业务质量的改善 • 满足顾客对服务的要求 改进流程
转换为技术特性
顾客Needs 项目别整理
顾客要求事项 基本性能
在所有地方都w/结冰 冷气保存好 技术性重要度
技术性要求事项 性能
冷冻室冷却力 冷冻室冷却速度 冷冻室冷气保存 冷冻室温度分布 Door Basket温度 冷藏室冷却力 冷藏室冷却速度
6 σ目标
工序中心化 减少散布
3.4ppm

-6σ
σ
+6σ
* 标准差(Standard Deviation, σ) : 表示DATA离中心的偏离程度的统计指数
规格的上限和下限之间 包含±6s 的Data 此时测定的不良率为3.4PPM
6
为什么99%品质不可以?
• 每小时会有2万份邮寄物丢失 • 一天中会有15分钟提供的是污水 • 一周内会发生5,000件的输出错误事件 • 每天主要机场会发生2件着陆事故 • 每年会发生200,000件的误诊 • 每月会发生近7小时的停电
6σ管理的特征
(一)对客户需求的高度关注 (二)高度依赖统计数据 (三)重视改善业务流程 (四)积极开展主动改进型管理 (五)倡导无界限合作、勤于学习的企业文化
6σ活动
➢ 适用于所有的工序、业务 ➢ 依靠科学的统计方法 ➢ 查找问题的根本原因 ➢ 分析并进行改善的活动 ➢ 通过减少缺陷,降低浪费,提高效率,增强顾客满意度 ➢ 是达成经营成果的经营核心技巧

六西格玛等级划分标准

六西格玛等级划分标准

六西格玛等级划分标准六西格玛(Six Sigma)是一种基于统计学的质量管理方法,旨在通过最小化缺陷和提高过程能力,实现业务流程的稳定和优化。

为了对业务过程进行准确的评估和改进,六西格玛引入了等级划分标准,将业务流程按照其质量水平划分为不同的等级。

本文将详细介绍六西格玛等级划分标准。

一、六西格玛的基本概念六西格玛方法强调通过降低过程输出的变异性,以提高产品或服务质量并减少缺陷。

它以标准差为度量指标,将业务流程的性能稳定程度进行量化。

标准差是度量一组数据的离散程度,标准差越小,表示过程的稳定性越高,缺陷率越低。

六西格玛将业务过程按照标准差的倍数进行划分,共分为五个等级。

二、1. 六西格玛级别六西格玛方法将业务过程的稳定性划分为六个级别,分别为:六西格玛级别(6 Sigma Level)、五西格玛级别(5 Sigma Level)、四西格玛级别(4 Sigma Level)、三西格玛级别(3 Sigma Level)、二西格玛级别(2 Sigma Level)和一西格玛级别(1 Sigma Level)。

2. 标准差倍数六西格玛等级划分标准依据标准差的倍数进行确定。

六西格玛级别要求业务过程的性能相对稳定,标准差倍数为6倍。

以此类推,五西格玛要求标准差倍数为5倍,四西格玛为4倍,三西格玛为3倍,二西格玛为2倍,一西格玛为1倍。

3. 缺陷率六西格玛等级划分不仅与标准差倍数相关,还与缺陷率有关。

在六西格玛方法中,缺陷率表示每单位产出中存在的缺陷数量。

六西格玛级别的缺陷率为3.4个缺陷/百万个机会,五西格玛级别为233个缺陷/百万个机会,四西格玛级别为6,210个缺陷/百万个机会,三西格玛级别为66,810个缺陷/百万个机会,二西格玛级别为308,537个缺陷/百万个机会,一西格玛级别为691,462个缺陷/百万个机会。

三、应用案例六西格玛等级划分标准在实际业务中得到了广泛的应用。

以汽车制造业为例,一些知名汽车制造商通过六西格玛方法对关键零部件的生产过程进行评估和改进,以确保产品质量的稳定性。

6西格玛基本方法及工具应用

6西格玛基本方法及工具应用

6西格玛基本方法及工具应用
Six Sigma 是一种基于评估,改善,分析和控制过程的管理理念,它被
广泛应用于促进公司取得持续改进和可持续竞争优势的目的.它涉及到识
别和改善企业现有的业务过程中可能存在的不足、供应和顾客满意度问题以及浪费.
Six Sigma 分为三个不同的层次,包括:白带层,黑带层和绿带层.白
带层的主要责任是负责管理Six Sigma 各个项目,确保项目完成质量标准,实施和维护的质量也可以调整和改善产品和流程.黑带层由管理者及专业
人士组成的专业团队,他们的主要责任是确保公司正确的实施有效的Six Sigma 方法和工具.绿带层的主要责任是引导员工实施Six Sigma 方法和工具。

Six Sigma 的基本方法包括:
1.定义:定义企业的过程,目标和可能出现的问题;
2.测量:利用基本数据收集和测量当前的过程,并识别可能的不足;
3.分析:采用统计分析和流程评估来认识企业过程的不足、供应和顾客满意度问题以及对组织有影响的其他因素;
4.改进:根据结果建立改善行动;
5.控制:定期检测和监测所采取的改进措施的有效性.
Six Sigma 工具应用:
1.流程图:通过使用流程图来表示企业的业务流程,可以帮助公司更
清楚地理解它的业务流程,并发现可能存在的问题;。

SixSigma六西格玛(管理必看)

SixSigma六西格玛(管理必看)

SixSigma六西格玛(管理必看)什么是六西格玛?六西格玛是一项以数据为基础,追求几乎完美的质量管理方法。

西格玛是一个希腊字母σ的中文译音,统计学用来表示标准偏差,即数据的分散程度.对连续可计量的质量特性:用"σ"度量质量特性总体上对目标值的偏离程度。

几个西格玛是一种表示品质的统计尺度。

任何一个工作程序或工艺过程都可用几个西格玛表示。

六个西格玛可解释为每一百万个机会中有3。

4个出错的机会,即合格率是99。

99966%。

而三个西格玛的合格率只有93.32%。

六个西格玛的管理方法重点是将所有的工作作为一种流程,采用量化的方法分析流程中影响质量的因素,找出最关键的因素加以改进从而达到更高的客户满意度。

六西格玛(SixSigma)是在九十年代中期开始从一种全面质量管理方法演变成为一个高度有效的企业流程设计、改善和优化技术,并提供了一系列同等地适用于设计、生产和服务的新产品开发工具.继而与全球化、产品服务、电子商务等战略齐头并进,成为全世界上追求管理卓越性的企业最为重要的战略举措。

六西格玛逐步发展成为以顾客为主体来确定企业战略目标和产品开发设计的标尺,追求持续进步的一种质量管理哲学。

早在1961年就提出“零缺陷"概念的美国质量管理专家菲利普•克劳斯比说:“当大家都认定在操作过程中无法避免错误的时候,下一步就是制定一个容许错误的数字。

当良品率预定为85%,那便是表示容许15%的错误存在.采行这种‘良品率管理’的人会告诉你那不是真的,但事实上的确如此。

"为了提高质量,工厂的管理者们发明了“六个西格玛"管理方法。

“西格玛”是统计学里的一个单位,表示与平均值的标准偏差.它可以用来衡量一个流程的完美程度,显示每100万次操作中发生多少次失误。

“西格玛”的数值越高,失误率就越低。

具体说来,相关数据可以表示如下:1西格玛=690000次失误/百万次操作2西格玛=308000次失误/百万次操作3西格玛=66800次失误/百万次操作4西格玛=6210次失误/百万次操作5西格玛=230次失误/百万次操作6西格玛=3.4次失误/百万次操作7西格玛=0次失误/百万次操作“六个西格玛”是一项以数据为基础,追求几乎完美无暇的质量管理办法。

Six Sigma Basic Training45页PPT

Six Sigma Basic Training45页PPT

六个西格玛以客户和消费者贯彻始终
Tyco
Flow Control
什么是六个西格玛?
我们不知道“我们不知道什么”; 如果不能用数字表达它, 就说明我们不是真正地了解它; 如果不是真正地了解它,我们就无法控制它; 如果无法控制它, 我们的成功只能凭借运气。
量化引起我们的关注!
Tyco
Flow Control
Tyco
Flow Control
制造业例子 - 钢板厚度
规格下限
规格上限
衡量质量的指标
标准厚度: 100mm
不小于
95mm
100mm
不大于
105mm
客户期望: 100 mm
但是允许在规格区间 内波动
Tyco
Flow Control
制造业例子 - 钢板厚度
规格下限
规格上限
衡量质量的指标
钢板厚度:
实际测量值
2 308,500 69.1
质量表达为 DPMO
10
1.7
3 66,800 93.3
( 每百万机会中的缺陷数)
10
1.2
4 6,200 99.4
10
1.0
5 233
99.98
10
0.8
63
99.9997
Tyco
Flow Control
什么是六个西格玛?
6s过程能力应该比你想象的好 !
活动 邮递
缺陷 99% ( 3.8 西格玛 )
规格宽度 (105-95)
10mm
很明显,减小波动是提高流程工序能力的关键所在
Tyco
Flow Control
衡量质量的指标
制造业例子 - 钢板厚度

《西格玛基本介绍》课件

《西格玛基本介绍》课件

直方图
直方图用于可视化数据分布,帮助识别问题 和改进机会。
甘特图
甘特图帮助规划和跟踪项目进展,确保按时 完成项目。
西格玛成功案例分享
全球组织
世界上许多知名组织,如摩托 罗拉、通用电气和亚马逊,成 功应用了西格玛方法。
业务改善
通过西格玛的实施,许多公司 取得了显著的业务改善和成本 节约。
员工参与
西格玛鼓励全员参与,员工参 与度提高,团队合作更加紧密。
《西格玛基本介绍》PPT 课件
在今天的竞争激烈的商业环境中,西格玛(Six Sigma)是一种极具影响力的管 理方法。
什么是西格玛?
西格玛是一种管理方法,旨在通过减少变异,改进业务流程,提高质量水平和绩效。
西格玛的历史和发展
1
起源
西格玛起源于20世纪80年代的美国工业界,由摩托罗拉公司首次引入。
如何应用西格玛来提高绩效
1
获取支持
在组织中获取领导支持和资源,以便有效推动西格玛的实施。
2
培训团队
通过培训团队成员和提供相关工具,使其具备应用西格玛的能力。
3
选择项目
选择适当的项目进行改进,以确保取得可见且有意义的成果。
4
实施改进
根据西格玛方法论的指导,实施改进计划并持续跟踪和监控。
西格玛方法论
DMAIC
这是西格玛最常用的方法论,包括定义、测量、 分析、改进和控制五个阶段。
DMADV
DMADV方法主要用于新产品或服务的设计和开 发过程,包括定义、测量、分析、设计和验证 五个阶段。
西格玛的主要工具
流程图
流程图帮助识别和改进业务流程中的瓶颈和 问题。
散点图
散点图用于分析变量之间的关系以及存在的 模式。

六西格玛基本知识介绍

六西格玛基本知识介绍

六西格玛基本知识介绍什么是六西格玛六西格玛(Six Sigma)是一种管理方法和业绩度量体系,用于改进企业的质量和效率。

它的目标是通过减小过程的变异性,将产品和服务的质量提高到几乎没有缺陷的水平。

六西格玛是由美国的摩托罗拉公司于1986年开发的,随后被通用电气公司引入,并逐渐在其他公司获得了广泛的应用。

六西格玛的原理六西格玛的核心思想是通过识别和解决问题的根本原因,来减少过程的变异性。

它采用了一套严格的工具和方法来帮助企业实现持续改进。

六西格玛的原理可以归纳为以下几个方面:1.客户导向:六西格玛强调以客户需求为中心,将产品或服务设计和交付过程与客户的期望相匹配。

2.数据驱动:六西格玛注重数据的分析和利用,通过收集和分析大量的数据来评估过程的性能,并识别引起问题的根本原因。

3.流程思维:六西格玛强调全局观念,将复杂的业务流程划分为若干个可管理的小步骤,以便更好地理解和优化整个过程。

4.持续改进:六西格玛是一个不断迭代的过程,它要求企业保持持续改进的态度,并通过定期的数据分析和评估来确保目标的实现。

六西格玛的核心指标六西格玛采用了一套统一的指标体系来衡量过程的性能和改进的效果。

以下是六西格玛的两个核心指标:1.DPU(Defects Per Unit):每单位产生的缺陷数。

DPU是六西格玛关注的一个关键指标,它用于衡量产品或服务的质量水平。

DPU越低,表示产品或服务的质量越好。

2.DPMO(Defects Per Million Opportunities):每百万个机会中的缺陷数。

DPMO是一个衡量过程能力的指标,用于评估过程的流程稳定性和能力。

DPMO越低,表示过程的稳定性和能力越高。

六西格玛的工具和方法六西格玛采用了多种工具和方法来帮助企业实现质量改进的目标。

以下是六西格玛的一些常用工具和方法:1.DMC(Define, Measure, Analyze, Improve, Control):这是六西格玛的一个基本工具,它是一个五个阶段的闭环过程,用于解决问题和改进过程。

六西格玛简介

六西格玛简介

六西格玛简介什么是六西格玛?六西格玛是一项以数据为基础,追求几乎完美的质量管理方法。

西格玛是一个希腊字母σ的中文译音,统计学用来表示标准偏差,即数据的分散程度。

对连续可计量的质量特性:用"σ"度量质量特性总体上对目标值的偏离程度。

几个西格玛是一种表示品质的统计尺度。

任何一个工作程序或工艺过程都可用几个西格玛表示。

六个西格玛可解释为每一百万个机会中有3.4个出错的机会,即合格率是99.99966%。

而三个西格玛的合格率只有93.32%。

六个西格玛的管理方法重点是将所有的工作作为一种流程,采用量化的方法分析流程中影响质量的因素,找出最关键的因素加以改进从而达到更高的客户满意度。

在6个西格码管理法中,“Sigma”的定义是根据俄国数学家P.L.Chebyshtv(1821-1894)的理论形成的。

根据他的计算,在所有的产成品中有69%的合格率,而且次品的分布是正态分布的话,反映到图形上面就是2个sigma(±2Sigma,或StandardDeviation) 。

即,69%的合格产品是集中在中值左右2个标准方差的地方。

六西格玛(SixSigma)是在九十年代中期开始从一种全面质量管理方法演变成为一个高度有效的企业流程设计、改善和优化技术,并提供了一系列同等地适用于设计、生产和服务的新产品开发工具。

继而与全球化、产品服务、电子商务等战略齐头并进,成为全世界上追求管理卓越性的企业最为重要的战略举措。

六西格玛逐步发展成为以顾客为主体来确定企业战略目标和产品开发设计的标尺,追求持续进步的一种质量管理哲学。

六西格玛类似于SPC(统计性工作程序控制)吗?六西格玛是一个致力于完美和追求客户满意的管理理,SPC是一个支持六西格玛这个管理理念的工具。

所有那些传统的质量管理工具,像SPC、MSA、FMEA、QFD等均是实现六西格玛必不可少的工具。

六西格玛起源与发展?从70年代到80年代,摩托罗拉在同日本的竞争中失掉了收音机和电视机的市场,后来又失掉了BP机和半导体的市场。

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DFSS Is The Only Way To Reach Best-in-Class Performance
Causes of New Product Failure
Percentage of Companies Citing
Inadequate Market Analysis Product Problems or Defects Lack of Effective Marketing Effort Higher Cost Than Anticipated
Customer Driven Six Sigma
Month 0
When Why Who How Long
Executive Training Buy-In
Executives, Senior Management Team 1 Day
3 Sigma 4 Sigma
93.32% 99.38%
Historical Standard
Current Standard
New Standard
6 Sigma
99.99966%
The Goals of Six Sigma
Defect Reduction
Yield Improvement
Improved Customer Satisfaction
PPM
1,000,000 100,000 10,000 1,000 100 10
(with + 1.5 σ shift)
IRS – Phone-In Tax Advice (140,000 PPM) Restaurant Bills RX Writing Journal Vouchers Wire Transfers
• • • • • • •
Systematic Skill building Deliver measurable results . . . not promises Project-based Teamwork Building future leaders Data driven Accountability Management commitment
Customer Driven Six Sigma
• What Makes Six Sigma Different?
Leadership Commitment, Competence, and Involvement
Methodology and Tools
• Data Driven • Statistically Validated
- More Setups - Expediting Costs - Lost Sales - Late Delivery - Lost Customer Loyalty - Excess Inventory - Long Cycle Times - Costly Engineering Changes
45 29 25 19 17 14 12 24 0 10 20 30 40 50
Competitive Strength or Reaction
Poor Timing or Introduction Technical or Production Problems
All Other Causes
Inadequate Understanding of the Market and Incapable Processes Are the Key Factors in New Product Failure
Process Broken or Does
Not Exist
Process Has Reached Entitlement
Design For Six Sigma
6
Manufacturing Defects 20% to 30% DFSS Is Needed
Designed-In Quality Problems 70% to 80%
Airline Baggage Handling
1
Average Company
Best-in-Class
1
2
3
4
5
6
7
Sigma Scale of Measure
Customer Driven Six Sigma
• Where Is The Emphasis Placed?
Consumer Driven Six Sigma teaches and deploys hard skills and business practices emphasizing:
Higher Net Income
Customer Driven Six Sigma
• Why do Customer Driven Six Sigma?
It enhances ability to delivery customer satisfaction and cost improvement results faster - within months from the start, and sustain the rate of improvement
A “Layman’s” Definition
• “For every dollar you spend on Six Sigma projects, you will bring four dollars of savings to the bottom line”
A Technical Definition
measure, analyze, improve, and
control processes A commitment to customers to achieve an acceptable level of performance


Benchmark
Value
A Means to Stretch Quality Thinking
Where (Where is it applied; where is the emphasis)? When (when is the best time)?
Who (who is involved)?
How (how do we do it)? How Much (how much will it cost versus save)?

• • • • • •源自VisionGoal Philosophy Metric Method Tool Symbol
A statistical measurement of
process capability, as well as a benchmark for comparison A set of statistical “tools” to help
Lost Opportunities The Hidden Factory
Additional COPQ: - Intangible - Difficult to Measure
Average COPQ approximately 15% of Sales
Where Does Industry Stand?
• Framework description will follow the standard quality systems methodology of the 5 Ws and 2Hs:
What (what is Six Sigma)?
Why (why do it; why should we care)?
Customer Driven Six Sigma
When is the best time?
Customer Driven Six Sigma
• When To Use Design For Six Sigma (DFSS)
New Product Service or Introduction
LSL
USL
LSL
USL
On-Target Center Process
LSL
Reduce Spread
USL
LSL = Lower spec limit USL = Upper spec limit
The statistical view of a problem
Evolution of Six Sigma Quality
A Breakthrough Strategy to Move to a Higher Level of Customer Satisfaction Performance
6
Understanding Six Sigma
6
What When Who
How Much
Why
How
Where
Customer Driven Six Sigma
Six Sigma
New Millennium Management Quality - 1990s Process Quality – 1980s Product Quality – 1940s
A Historical Perspective
Classical View of Performance
Customer Driven Six Sigma
• What is Customer Driven 6-Sigma?
A break through strategy to significantly improve customer satisfaction and shareholder value by reducing variability in every aspect of our business
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