Fractional Order Processes: Simulation, Identification, and Control
暫譯: 分數階過程:模擬、識別與控制

Seshu Kumar Damarla, Madhusree Kundu

  • 出版商: CRC
  • 出版日期: 2018-09-04
  • 售價: $6,400
  • 貴賓價: 9.5$6,080
  • 語言: 英文
  • 頁數: 364
  • 裝訂: Hardcover
  • ISBN: 1138586749
  • ISBN-13: 9781138586741
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The book presents efficient numerical methods for simulation and analysis of physical processes exhibiting fractional order (FO) dynamics. The book introduces FO system identification method to estimate parameters of a mathematical model under consideration from experimental or simulated data. A simple tuning technique, which aims to produce a robust FO PID controller exhibiting iso-damping property during re-parameterization of a plant, is devised in the book. A new numerical method to find an equivalent finite dimensional integer order system for an infinite dimensional FO system is developed in the book. The book also introduces a numerical method to solve FO optimal control problems.

Key features

  • Proposes generalized triangular function operational matrices.
  • Shows significant applications of triangular orthogonal functions as well as triangular strip operational matrices in simulation, identification and control of fractional order processes.
  • Provides numerical methods for simulation of physical problems involving different types of weakly singular integral equations, Abel’s integral equation, fractional order integro-differential equations, fractional order differential and differential-algebraic equations, and fractional order partial differential equations.
  • Suggests alternative way to do numerical computation of fractional order signals and systems and control.
  • Provides source codes developed in MATLAB for each chapter, allowing the interested reader to take advantage of these codes for broadening and enhancing the scope of the book itself and developing new results.

商品描述(中文翻譯)

本書介紹了用於模擬和分析顯示分數階(FO)動力學的物理過程的高效數值方法。本書引入了FO系統識別方法,以從實驗或模擬數據中估計所考慮的數學模型的參數。本書設計了一種簡單的調整技術,旨在產生一個穩健的FO PID控制器,在植物的重新參數化過程中顯示等阻尼特性。本書還開發了一種新的數值方法,用於為無限維FO系統找到等效的有限維整數階系統。本書還介紹了一種解決FO最優控制問題的數值方法。

主要特點

- 提出了廣義三角函數運算矩陣。

- 展示了三角正交函數以及三角帶狀運算矩陣在分數階過程的模擬、識別和控制中的重要應用。

- 提供了涉及不同類型的弱奇異積分方程、阿貝爾積分方程、分數階積分微分方程、分數階微分方程和微分代數方程以及分數階偏微分方程的物理問題模擬的數值方法。

- 建議了一種替代方法來進行分數階信號和系統及控制的數值計算。

- 提供了每章在MATLAB中開發的源代碼,讓有興趣的讀者能夠利用這些代碼來擴展和增強本書的範疇並開發新結果。