Predictive Learning Control for Unknown Nonaffine Nonlinear Systems

Predictive Learning Control for Unknown Nonaffine Nonlinear Systems

EnglishHardbackPrint on demand
Yu, Qiongxia
Springer Verlag, Singapore
EAN: 9789811988561
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Detailed information

This book investigates both theory and various applications of predictive learning control (PLC) which is an advanced technology for complex nonlinear systems. To avoid the difficult modeling problem for complex nonlinear systems, this book begins with the design and theoretical analysis of PLC method without using mechanism model information of the system, and then a series of PLC methods is designed that can cope with system constraints, varying trial lengths, unknown time delay, and available and unavailable system states sequentially. Applications of the PLC on both railway and urban road transportation systems are also studied. The book is intended for researchers, engineers, and graduate students who are interested in predictive control, learning control, intelligent transportation systems and related fields.
EAN 9789811988561
ISBN 9811988560
Binding Hardback
Publisher Springer Verlag, Singapore
Publication date February 18, 2023
Pages 206
Language English
Dimensions 235 x 155
Country Singapore
Readership Professional & Scholarly
Authors Bu, Xuhui; Hou Zhongsheng; Lei Ting; Tian, Fengchen; Yu, Qiongxia
Illustrations 75 Illustrations, color; 2 Illustrations, black and white; IX, 206 p. 77 illus., 75 illus. in color.
Edition 1st ed. 2023
Series Intelligent Control and Learning Systems