Optimization of process parameters using weighted convex loss functions |
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| Authors: | Yen-Chang Chang Ching-Ti Liu Wen-Liang Hung |
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| Institution: | 1. Lab for Integration of Geology and Geophysics (LIGG), China University of Petroleum (Beijing), China;2. State Key Lab for Petroleum Resources and Prospecting, China University of Petroleum (Beijing), China;1. College of Geosciences, China University of Petroleum-Beijing, Beijing 102249, China;2. Southwest Oil & Gas Company, Sinopec, Chengdu 610041, China;3. Oil Development Center, Shengli Oilfield, Sinopec, Dongying 257000, China;4. State Key Laboratory of Geodesy and Earth''s Dynamics, Research Center for Computational and Exploration Geophysics, Institute of Geodesy and Geophysics, Chinese Academy of Sciences, Wuhan 430077, China;5. Key Laboratory of Exploration Technology for Oil and Gas Resources of Ministry of Education, Yangtze University, Wuhan 430100, China;6. Hubei Cooperative Innovation Center of Unconventional Oil and Gas, Wuhan 430100, China |
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| Abstract: | Setting the optimal process parameters under certain criterion is among the most important factor to determine a product’s profit. In this study, we generalize Taguchi quality model to more general process scenario, which consider multiple input and output quality variables simultaneously. Using the weighted convex loss function, we discuss the optimization of process parameters for Taguchi quality model and a trade-off problem as well. The working requirements for optimization are presented and the examples to illustrate our result are demonstrated. |
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