Nonlinear Control and Filtering Using Differential Flatness Approaches: Applications to Electromechanical Systems (Studies in Systems, Decision and Control)
暫譯: 非線性控制與濾波:基於微分平坦性的應用於機電系統(系統、決策與控制研究)

Gerasimos G. Rigatos

  • 出版商: Springer
  • 出版日期: 2015-06-25
  • 售價: $8,660
  • 貴賓價: 9.5$8,227
  • 語言: 英文
  • 頁數: 736
  • 裝訂: Hardcover
  • ISBN: 3319164198
  • ISBN-13: 9783319164199
  • 海外代購書籍(需單獨結帳)

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商品描述

This monograph presents recent advances in differential flatness theory and analyzes its use for nonlinear control and estimation. It shows how differential flatness theory can provide solutions to complicated control problems, such as those appearing in highly nonlinear multivariable systems and distributed-parameter systems. Furthermore, it shows that differential flatness theory makes it possible to perform filtering and state estimation for a wide class of nonlinear dynamical systems and provides several descriptive test cases.

The book focuses on the design of nonlinear adaptive controllers and nonlinear filters, using exact linearization based on differential flatness theory. The adaptive controllers obtained can be applied to a wide class of nonlinear systems with unknown dynamics, and assure reliable functioning of the control loop under uncertainty and varying operating conditions. The filters obtained outperform other nonlinear filters in terms of accuracy of estimation and computation speed. The book presents a series of application examples to confirm the efficiency of the proposed nonlinear filtering and adaptive control schemes for various electromechanical systems. These include:

·         industrial robots;

·         mobile robots and autonomous vehicles;

·         electric power generation;

·         electric motors and actuators;

·         power electronics;

·         internal combustion engines;

·         distributed-parameter systems; and

·         communication systems.

Differential Flatness Approaches to Nonlinear Control and Filtering will be a useful reference for academic researchers studying advanced problems in nonlinear control and nonlinear dynamics, and for engineers working on control applications in electromechanical systems.

商品描述(中文翻譯)

這本專著介紹了微分平坦性理論的最新進展,並分析其在非線性控制和估計中的應用。它展示了微分平坦性理論如何為複雜的控制問題提供解決方案,例如在高度非線性的多變量系統和分佈參數系統中出現的問題。此外,它還顯示微分平坦性理論使得對廣泛類別的非線性動態系統進行過濾和狀態估計成為可能,並提供了幾個描述性的測試案例。

本書專注於基於微分平坦性理論的非線性自適應控制器和非線性過濾器的設計。所獲得的自適應控制器可以應用於具有未知動態的廣泛類別的非線性系統,並在不確定性和變化的操作條件下保證控制迴路的可靠運行。所獲得的過濾器在估計的準確性和計算速度方面優於其他非線性過濾器。本書提供了一系列應用範例,以確認所提出的非線性過濾和自適應控制方案在各種機電系統中的效率。這些包括:

· 工業機器人;

· 移動機器人和自主車輛;

· 電力生成;

· 電動馬達和執行器;

· 電力電子;

· 內燃機;

· 分佈參數系統;以及

· 通信系統。

《微分平坦性方法在非線性控制和過濾中的應用》將成為學術研究者研究非線性控制和非線性動力學高級問題的有用參考,並為在機電系統中從事控制應用的工程師提供幫助。