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- W2019496677 abstract "Process capability index Cpm is an effective tool to evaluate process capability since the index can reflect a centering process capability adequately. An neuro-fuzzy inference method is proposed in this study to evaluate the process capability based on an estimated process capability index of Cpm calculated from sampled data. This method combines the advantages of fuzzy systems and neuro-networks such that a grade instead of sharp evaluation result can be obtained. Inference is based on a fuzzy statement associated with a statistical testing hypothesis formed with α -risk and p -value th t is related to the estimated process capability index and a product designer's concerns. Furthermore, a neuro-network is used to refine the membership function and to generate a Sugeno if-then rule in a systematic way. Result of the inference is described as a score value of the process capability index and is used to represent the grade of the process capability. An illustrated example of ball-point pens demonstrates that the presented method is effective for evaluation of centering process capability." @default.
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- W2019496677 date "2004-01-01" @default.
- W2019496677 modified "2023-09-27" @default.
- W2019496677 title "Application of Neuro-fuzzy inference for process capability evaluation" @default.
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- W2019496677 doi "https://doi.org/10.1080/02522667.2004.10699594" @default.
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