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Batch processes are very important in most industries and are used to produce high-value-added products, which cause their monitoring and control to emerge as essential techniques. In this paper, a new method was developed based on Kalman filter(KF) and multiway kernel principal component analysis(MKPCA) for on-line batch process monitoring. Three-way batch data of normal batch process are unfolded...
In a category of production processes, it is difficult to realize the product quality indices-oriented optimizing control due to their characteristics of multi-variable and un-measurable product quality. To deal with such a problem, an intelligent evaluation system for the set points in the control loops is proposed on the basis of the methodology of case-based reasoning (CBR). Consisting of a case-based...
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