Statistical Analysis and Improvement of Process Capability Indices
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摘要: 為了提高制造過程質量,預防和減少不合格產品的數量,必須選用高效的控制方法對制造過程進行質量控制,針對當前工序能力指數CP和Cpk應用不足,難以指導質量問題原因查找和改進方向的缺點,提出了適于現場應用的三個過程能力測度指標Cpa,Cpe和Cpc,用于反映和控制過程質量的分散和偏移,通過具體應用實例,證明了改進指標的適用性。Abstract: To increase product quality and predict the unqualified products, effective control methods must be selected. Considering the disadvantages of process capability indices Cp and Cpk that are hard to help to find the reason of quality problems and direct quality improvement, three new indices Cps, Cpc, and Cpc available in real time are introduced to control the scatters and errors. Finally the feasibility of these indices is proved by an application.
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Key words:
- quality control /
- statistical analysis /
- random sampling
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