Process capability control chart for non-normal data – evidence of on-going capability assessment

Mou-Yuan Liao

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Process capability control chart for non-normal data – evidence of on-going capability assessment

机译：非正常数据的过程能力控制图–正在进行的能力评估的证据

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Processcapabilityindicesarewidelyusedforvariousqualityassuranceactivitiesinmanyhigh-techindustries.Byasuitableanalysisofanindex,aproductiondepartmentcantraceandimproveapoorprocesstoenhancethequalitylevelandsatisfycustomerrequirements.Recently,somepracticalprocesscapabilitycontrolchartsweredevelopedforillustratingthecontinuousassessmentsofnormalprocesscapability.Thesechartscontaininformationregardingtheabilityoftheprocesstomeetorexceedcustomerrequirementoverthelifeofaprocess.Monitoringthebehaviouroftheprocess’sabilitytomeetcustomerrequirementcanprovidemanagerswithfeedbackandevidenceoftheprocess’sabilityintermstheyunderstand.However,processdistributionisoftenabnormal.Therefore,thisstudyincorporatesbootstrapproceduretoconstructcapabilitycontrolchartfornon-normalprocesses.Thesimulationsshowthattheempiricalcoverageprobabilityofthischartisclosetothedesiredcoverageprobabilityasthenumberofsubgroupislargeenough.

机译：Processcapabilityindicesarewidelyusedforvariousqualityassuranceactivitiesinmanyhigh-techindustries.Byasuitableanalysisofanindex，aproductiondepartmentcantraceandimproveapoorprocesstoenhancethequalitylevelandsatisfycustomerrequirements.Recently，somepracticalprocesscapabilitycontrolchartsweredevelopedforillustratingthecontinuousassessmentsofnormalprocesscapability.Thesechartscontaininformationregardingtheabilityoftheprocesstomeetorexceedcustomerrequirementoverthelifeofaprocess.Monitoringthebehaviouroftheprocess'sabilitytomeetcustomerrequirementcanprovidemanagerswithfeedbackandevidenceoftheprocess'sabilityintermstheyunderstand.However，processdistributionisoftenabnormal.Therefore，thisstudyincorporatesbootstrapproceduretoconstructcapabilitycontrolchartfornon-normalprocesses.Thesimulationsshowthattheempiricalcoverageprobabilityofthischartisclosetothedesiredcoverageprobabilityasthenumberofsubgroupislargeenough。

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《Quality Technology and Quantitative Management》 |2016年第2016期|共页
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Mou-Yuan Liao;
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2. Statistical process control Fuzzy X-S control chart and process capability indices in normal data environment [J] . Soroush Avakh Darestani, Mina Nasiri International Journal of Quality & Reliability Management . 2016,第1期

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3. Some process capability indices for unilateral specification limits-Their properties and the process capability control charts [J] . Chatterjee Moutushi, Chakraborty Ashis Kumar Communications in Statistics . 2016,第23a24期

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4. Multi-Process Capability Analysis Chart for Dependent Non-normal Quality Characteristics [C] . Sang Boo Kim, Sung Youb Choo Reliability and quality in design . 2009

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5. Cumulative sum charts and process capability indices: An assessment for non-standard cases. [D] . Lowe, Samuel Xun-Wei. 1997

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Process capability control chart for non-normal data – evidence of on-going capability assessment

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