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Predictive Learning Control for Unknown Nonaffine Nonlinear Systems

Theory and Applications

By: Qiongxia Yu,Ting Lei,Fengchen Tian,Zhongsheng Hou,Xuhui Bu

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Predictive Learning Control for Unknown Nonaffine Nonlinear Systems

Theory and Applications

By: Qiongxia Yu,Ting Lei,Fengchen Tian,Zhongsheng Hou,Xuhui Bu

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.

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Page Count

219

Publisher

Springer Nature

Published Date

ISBN 10

9811988579

ISBN 13

9789811988578

Predictive Learning Control for Unknown Nonaffine Nonlinear Systems

Theory and Applications

By: Qiongxia Yu,Ting Lei,Fengchen Tian,Zhongsheng Hou,Xuhui Bu

Write a review Read reviews Take a Quiz Solve Book Puzzle

Predictive Learning Control for Unknown Nonaffine Nonlinear Systems

Theory and Applications

By: Qiongxia Yu,Ting Lei,Fengchen Tian,Zhongsheng Hou,Xuhui Bu

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.

Average ratings

N/A

5

0%

4

0%

3

0%

2

0%

1

0%

Solve jigsaw puzzle

Age

Page Count

219

Publisher

Springer Nature

Published Date

ISBN 10

9811988579

ISBN 13

9789811988578