Proceedings Of 2020 Ieee 9th Data Driven Control And Learning Systems Conference Ddcls20

Author : IEEE Staff
Publisher :
ISBN 13 : 9781728159232
Total Pages : pages
Book Rating : 4.1/5 (592 download)

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Download or read book 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) written by IEEE Staff and published by . This book was released on 2020-11-20 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Data driven control and learning has been developed quickly both in theory and applications recently The deep involvement of information science in practical processes poses enormous challenges to the existing control science and engineering due to their size, distributed nature and complexity Modeling these processes accurately using first principles or identification is almost impossible although these plants produce huge amount of operation data in every moment The high tech hardware software and the cloud computing enable us to perform complex real time computation, which makes implementation of data driven control and method for these complex practical plants possible It would be very significant if we can learn the systems behaviors, discover the relationship of system variables by making full use of on line or off line process data, to directly design controller, predict and assess system states, make decisions, perform real time optimization and conduct fault diagnosis