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Dynamic Modeling of Complex Industrial Processes: Data-driven Methods and Application Research

This thesis develops a systematic, data-based dynamic modeling framework for industrial processes in keeping with the slowness principle. Using said framework as a point of departure, it then proposes novel strategies for dealing with control monitoring and quality prediction problems in industrial...

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Bibliographic Details
Main Author:	Shang, Chao (Author)
Corporate Author:	SpringerLink (Online service)
Format:	e-Book
Language:	English
Published:	Singapore : Springer Nature Singapore : 2018. Imprint: Springer,
Edition:	1st ed. 2018.
Series:	Springer Theses, Recognizing Outstanding Ph.D. Research,
Subjects:	Security systems. Manufactures. Control engineering. Statistics . Security Science and Technology. Machines, Tools, Processes. Control and Systems Theory. Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Online Access:	Full-text access

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