State Space Systems With Time-Delays Analysis, Identification, and Applications
- 1st Edition - March 25, 2023
- Imprint: Academic Press
- Authors: Ya Gu, Chuanjiang Li
- Language: English
- Paperback ISBN:9 7 8 - 0 - 3 2 3 - 9 1 7 6 8 - 1
- eBook ISBN:9 7 8 - 0 - 3 2 3 - 9 7 2 1 2 - 3
State Space Systems with Time-Delays Analysis, Identification and Applications covers the modeling, identification and control of industrial applications, including system id… Read more
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Request a sales quoteState Space Systems with Time-Delays Analysis, Identification and Applications covers the modeling, identification and control of industrial applications, including system identification, parameter estimation, dynamic simulation, nonlinear control, and other emerging techniques. The book introduces basic time-delay systems, architectures and control methods. Emphasis is placed on the mathematical analysis of these systems, identifying them, and applying them to practical engineering problems such as three independent water tank systems and distillation systems. This book contains a wide range of time-delay system identification methods that can help readers master the system controllers’ design methods.
- Presents the basic concepts of time delay systems stability analysis and classical time delay system identification methods
- Discusses the stability analysis of complex time delay systems
- Presents the identification of uncertain and unknown time delay systems
- Provides examples of industrial application
Graduate and postgraduate students, lecturers and researchers in control science, various fields of engineering, biological processes, and applied mathematics
- Cover image
- Title page
- Table of Contents
- Copyright
- About the authors
- Acknowledgment
- Introduction
- 1 An overview of each chapter
- Chapter 1. One-unit state-delay identification
- Abstract
- 1.1 Auxiliary model identification method for a unit time-delay system
- 1.2 Parameter and state estimation algorithm for one-unit state-delay system
- 1.3 Conclusions
- References
- Chapter 2. D-step state-delay identification
- Abstract
- 2.1 State filtering and parameter estimation for d-step state delay
- 2.2 Identification and U-control of dual-rate state-space models with d-step state delay
- 2.3 Parameter estimation algorithm for d-step time-delay systems
- 2.4 Communicative state and parameters estimation for dual-rate state-space systems with time delays
- 2.5 Conclusion
- References
- Chapter 3. Multiple state-delay identification
- Abstract
- 3.1 Parameter estimation and convergence for state-space model with time delay
- 3.2 Iterative parameter estimation for state-space model with multistate delays based on decomposition
- 3.3 Least squares-based iterative parameter estimation algorithm for multiple time delay
- 3.4 Two-stage least squares-based iterative parameter identification algorithm for time-delay systems
- 3.5 Conclusions
- References
- Chapter 4. Multivariable time-delay system identification
- Abstract
- 4.1 Parameter estimation for a multivariable state space system with d-step delay
- 4.2 State filtering and parameter estimation for multivariable system
- References
- Chapter 5. Nonlinear time-delay system identification
- Abstract
- 5.1 Parameter estimation for a Hammerstein state-space system with time delay
- 5.2 The bias compensation-based parameter and state estimation for a nonlinear system
- 5.3 Conclusion
- Appendix
- References
- Chapter 6. Uncertain state delay systems identification
- Abstract
- 6.1 State space model identification of multirate processes with uncertain time delay
- 6.2 Moving horizon estimation for multirate system with time-varying time delays
- References
- Index
- Edition: 1
- Published: March 25, 2023
- Imprint: Academic Press
- No. of pages: 278
- Language: English
- Paperback ISBN: 9780323917681
- eBook ISBN: 9780323972123
YG
Ya Gu
She obtained her PhD from Jiangnan University, China in 2015. She was a visiting student of the University of Alberta in 2014 and a post doctor of the University of the West of England in 2019. Her main research interests are in the areas of system modelling, system identification, time delay system and control applications.
Affiliations and expertise
Associate Professor, College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, ChinaCL
Chuanjiang Li
Dr. Chuanjiang Li received his MS degree from Henan University of Science and Technology, China in 2003, and his PhD degree in Shanghai University, China in 2014. He is currently a professor in Shanghai Normal University. His current research interests include intelligent mobile robots, human robot interaction, and intelligent control theory and application.
Affiliations and expertise
Shanghai Normal University, Shanghai, ChinaRead State Space Systems With Time-Delays Analysis, Identification, and Applications on ScienceDirect