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《Industrial Engineering Journal》 2006-06
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Using Neural Networks to Control Autocorrelated Process

HE Zhen,LIU Dong-sheng(School of Management,Tianjin University,Tianjin 300072,China)  
Traditional Shewhart control chart is not applicable in many automatic process because data from these industries are autocorrelated.In this research,a BP neural network is utilized to identify shifts in process parameter values from time series models with varying values of the autocorrelation coefficient.As a result,BP neural network succeeds in a good identification rate.
【Fund】: 国家自然科学基金(70372062);; 教育部新世纪优秀人才计划基金(NCET-04-0240)
【CateGory Index】: F224
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