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所在平台: Udemy |
课程主页: https://www.udemy.com/course/process-capability-analysis-for-engineers/
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本Coursera课程“流程能力分析（Process Capability Analysis For Engineers）”旨在帮助工程师成为流程能力分析的专家。 **课程亮点：** * **全面覆盖：** 从基础知识到高级应用，无任何先修要求。第一部分将为您打下坚实的基础。 * **清晰易懂：** 课程内容经过简化和清晰化，几乎每个主题都配有示例，加深您的理解。 * **实用工具：** 教学将演示如何在Excel和Minitab中使用这些工具进行流程能力分析。 * **内容广泛：** 涵盖数据分布、正态分布、正态性检验、性能度量、过程能力及其各种指数（Cp, Cpk, Cpm, Pp, Ppk）。还将讲解西格玛水平、废品率、百万机会缺陷数（DPMO）、统计过程控制（SPC）等。 * **优化导向：** 在介绍完能力分析后，课程将指导您通过一个包含7个步骤的优化算法来改进流程能力。 * **高效实施：** 最后，您将学习如何更有效地在实际流程中实施优化措施，节省宝贵的时间。 **核心主题包括（但不限于）：** * Cp, Cpk, Pp, Ppk 的计算、含义与解释 * Cp 和 Cpk 的标准值与6西格玛的关系（如CPK 1.33, CPK 1.67） * SPC 中的过程能力分析 * Minitab 和 Excel 在流程能力分析中的应用 * 测量系统分析（Gage R&R, CMC） * 过程性能指数（Pp, Ppk） * 短期与长期过程能力 * 优化流程能力的步骤与方法 * 西格玛水平与缺陷率（DPMO） 这门课程对于希望提升质量控制和过程改进能力的工程师来说，是一个极佳的学习机会。
This course has all what you need! This complete course will drive you to be an expert in process capability analysis, along with a special learning experience and having all topics covered, simplified and clear.No prerequisites are needed as the course itself, through section I, will give you all the knowledge that makes you ready to start learning process capability analysis.Furthermore, the course has examples almost on each discussed topic in order to bring a better understanding of each idea.The course also show how you can conduct process capability analysis through either Excel or Minitab.Per what has been mentioned, the course is definitely a good deal for you.As for the course content.It starts with introducing important topics such as data distributions, the normal distribution, normality testing and measures of performance. It then defines the process capability along with its all related indices ( Cp Cpk Cpm Pp Ppk) along with an illustration on the sigma levels, scrap rate, defects per million opportunities ( DPMO ), statistical process control and man others.As capability analysis is covered, the course then introduces to you all the main optimization techniques for improving the process capability through 7 main steps within the optimization algorithm.Finally, you will learn how to implement your optimization measures on the process more efficiently in regard to time.----------------------------------------------------------------------------------cp cpk calculation formulastandard value of cp and cpkcpk meaning statisticsmeaning of cp and cpk6 sigma cpk 1.33process capability ppt slideshareppk in spcminitab process capability analysis pdfsignificance of process capabilitycpk improvementmeasurement capability indexcp and cpk pptpp and ppk calculationshort term capability six sigmacpk manufacturing definitioncpk analysis minitabcp and cpk relationshipcp and cpk analysiscpk calculation minitabcp and cpk interpretationcpk for six sigma processppk 6 sigmacp cpk value in spcspc cp cpk formula pdfprocess capability trainingppk process performance indexunderstanding cp and cpkppk sigmacp cpk cm cmkcp formula six sigmamachine capability formulacm cmk cp cpkprocess capability calculation exampleinitial process capability studycpk 1.67 sigma levelshort term process capabilitycapability study examplecpk cp ppk pp]process capability index pdfspc and cpkcpk machineprocess capability index definitioncapability minitabcpk data analysislong term process capabilityusl and lsl in six sigmacp cpk calculation in excelcpk analysis excelsix sigma cp and cpkprocess capability case studyprocess capability in quality controlprocess capability analysis using minitabmachine capability study examplemanufacturing process capability6 sigma capabilityminitab cpk ppkcp ppkcpk cp formuladefine cp and cpkppk calculation formulacalculate usl and lsl3 sigma cpk valuecapability analysis in minitabprocess capability valuecpk ppk minitabcpk process capability calculationgood ppk valuecpk ppk excelprocess capability and process performance5 sigma cpkcp and cpk in spcprocess capability example problemsminitab capabilitypreliminary process capability studyca cp cpk excelsigma capability formulacpk and sigmathe process capability indexprocess capability index cpprocess capability 1.33capability cp cpkprocess capability testpreliminary process capabilitycp cpk formula excelcpk in process capabilitycpk statistical analysiscpk ppk cp ppsix sigma process capability indexsix sigma capability indexprocess capability definition in six sigmaspc cpk ppkcpk 4 sigmacpk index formulaprocess capability study pdfcp & cpk calculation with examplespc cp cpk valueexplain process capabilityprocess capability analysis examplecp and cpk pdfprocess capability study examplecpk requirementscp minitabcpk controlspc capabilitycp cpk pp ppk formulaideal cpk valueprocess capability analysis pptpp ppk meaningpp ppl ppu ppkcpk value limitcp cpk studycapability sixpack minitabcp cpk studycp & cpk meaningspc cpk valueprocess capability analysis six sigmacpk 1.67 sigmacp calculator six sigma1.33 cpk to sigmaspc process capabilitycp cpk exampleppk process performancecpk statistics formulacp formula in spccapability index cprelationship between cp and cpkprocess stability and capabilitycp cpk chartmachine capability study procedurecpk ppk meaning6 sigma cp]cpk value in spccpk ppk formulavalue of cp and cpkcp cpk and pp ppkprocess capability and process capability indexppk indexacceptable cpksix sigma process performancecp a cpkcp value in spcprocess capability index examplecpk value formulacpk and ppk meaningcp pp cpk ppkcpk formula six sigmapp and ppk formulacpk 1.33 sigmaprocess capability cp and cpkcp cpk ppkapability analysis six sigma6 sigma process capabilitycpk and sigma level----------------------------------------------------------------------------------
