文章基本信息

标题：A Modified Dynamic PLS for Quality Related Monitoring of Fractionation Processes
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作者：Xue Xu ; Qiang Liu ; Jinliang Ding 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2018
卷号：51
期号：18
页码：315-320
DOI：10.1016/j.ifacol.2018.09.319
语种：English
出版社：Elsevier
摘要：AbstractThe fractionation process is a typical dynamic process, and practitioners highly pay attention to the quality-related abnormal in the real refining processes. In this paper, a modified dynamic PLS (MDPLS) modeling method and the corresponding process monitoring strategy are proposed. The main contributions of the proposed method are in the following. First, a clear dynamic relation is captured between process data and quality indices. Moreover, the process and quality space are comprehensively divided into dynamic quality-related subspace, static quality-unrelated subspace as well as the residual space for improving the performance of monitoring. Finally, the effectiveness of the proposed algorithm is demonstrated with the data from a real fractionation process.
关键词：KeywordsFractionation processDynamic modelingQuality related monitoring