State Space Systems with Time-Delays Analysis, Identification and Applications

State Space Systems with Time-Delays Analysis, Identification and Applications

1st Edition - January 1, 2023

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  • Authors: Ya Gu, Chuanjiang Li
  • Paperback ISBN: 9780323917681

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Description

State 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.

Key Features

  • 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

Readership

Graduate and postgraduate students, lecturers and researchers in control science, various fields of engineering, biological processes, and applied mathematics

Table of Contents

  • Chapter 1, Identification of one-unit state delay for state space systems
    1.1 Auxiliary model based least squares method for a state space model with one-unit state delay
    1.2 Least squares method for a state space model with one-unit state delay

    Chapter 2, Identification of d-step state delay for state space systems
    2.1 State filtering and parameter estimation for linear systems with 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

    Chapter 3, Identification of multiple state-delay for state space systems
    3.1 A least squares identification algorithm for state space model with multi-state delays
    3.2 States based iterative parameter estimation for a state space model with multi-state delays using decomposition
    3.3 Least squares based iterative parameter estimation algorithm for state space model with time delay
    3.4 Parameter estimation algorithm for state space systems with time-delay based on the iterative identification
    3.5 Two-stage least squares based iterative parameter identification method for time delay systems

    Chapter 4, Identification of multivariable state space system with time delay
    4.1 Parameter estimation for a multivariable state space system
    4.2 Parameter estimation for a multivariable state space system with d-step delay

    Chapter 5, Identification of nonlinear state space system with time delay
    5.1 Parameter estimation for an input nonlinear state space system with time delay
    5.2 Bias compensation based parameter and state estimation for a class of time delay nonlinear state space models

    Chapter 6, Identification of uncertain state delay for state space systems
    6.1 State space model identification of multirate processes with time delay using the expectation maximization
    6.2 Moving horizon estimation for multirate system with time varying time delays

Product details

  • No. of pages: 200
  • Language: English
  • Copyright: © Academic Press 2023
  • Published: January 1, 2023
  • Imprint: Academic Press
  • Paperback ISBN: 9780323917681

About the Authors

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, China

Chuanjiang Li

Chuanjiang Li works at Shanghai Normal University in Shanghai, China.

Affiliations and Expertise

Shanghai Normal University, Shanghai, China

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