Transition-based Soft Phase Partition Algorithm of Multiphase Batch Processes Based on K-means Optimal Clustering

In the multi-period batch process, there are many time periods, and the fuzzy transition areas corresponding to the process characteristics of adjacent areas from one period to another cannot be strictly divided. If it is impossible to accurately classify the transition period, misjudgment is likely...

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Veröffentlicht in:	Chinese Control Conference S. 5806 - 5811
Hauptverfasser:	Shao, Mengya, Lyu, Feng, Sun, Hao, Du, Wenxia, Guo, Zhenxing
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	Technical Committee on Control Theory, Chinese Association of Automation 01.07.2018
Schlagworte:	Accuracy Clustering algorithms Fault diagnosis K-means Machine tools Monitoring MPCA optimal clustering Partitioning algorithms phase transition mode Principal component analysis Production Reliability theory Uncertainty
ISSN:	1934-1768
Online-Zugang:	Volltext
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