Intelligent Control Systems with LabVIEW (Hardcover)

Pedro Ponce-Cruz, Fernando D. Ramírez-Figueroa

  • 出版商: Springer
  • 出版日期: 2009-11-20
  • 售價: $3,150
  • 貴賓價: 9.5$2,993
  • 語言: 英文
  • 頁數: 216
  • 裝訂: Hardcover
  • ISBN: 1848826834
  • ISBN-13: 9781848826830
  • 相關分類: LabVIEW控制系統 Control-systems
  • 立即出貨(限量) (庫存=1)

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商品描述

Intelligent control is a rapidly developing, complex, and challenging field of increasing practical importance and still greater potential. Its applications have a solid core in robotics and mechatronics but branch out into areas as diverse as process control, automotive industry, medical equipment, renewable energy and air conditioning.

Intelligent Control with LabVIEW is a fresh and pragmatic approach to the understanding of a subject often clouded by too much mathematical theory. It exploits the full suite of tools provided by LabVIEW, showing the student how to design, develop, analyze, and visualize intelligent control algorithms quickly and simply. Block diagrams are used to follow the progress of an algorithm through the design process and allow seamless integration with hardware systems for rapid deployment in laboratory experiments.

This text delivers a thorough grounding in the main tools of intelligent control:

• fuzzy logic systems, emulating human reasoning processes;

• artificial neural networks, mimicking our ability to learn;

• neuro-fuzzy systems for implementing controller adaptation;

• evolutionary methods, using the ideas of genetic evolution for optimization; and

• predictive methods, giving information about a system’s future behavior.

Intelligent Control with LabVIEW facilitates the learning and teaching of its subject by:

• extensive use of worked examples;

• end-of-chapter problems with separate solutions; and

• provision of intelligent control tools for LabVIEW.

The complete solutions and LabVIEW™ programs are included on the enclosed DVD.

Graduate and senior undergraduate students learning about intelligent control will find great help in this textbook’s easy-to-read style and graphical programming approach. The book will be of material assistance to instructors interested in using LabVIEW™-based teaching when designing a course in intelligent control. Researchers in intelligent systems who employ LabVIEW as a laboratory tool will also benefit from its dedicated support for intelligent control.

商品描述(中文翻譯)

智能控制是一個快速發展、複雜且具有挑戰性的領域,具有日益重要且更大潛力的實際應用。它的應用範圍不僅僅局限於機器人技術和機電一體化,還延伸到了諸如過程控制、汽車工業、醫療設備、可再生能源和空調等各個領域。

《Intelligent Control with LabVIEW™》是一種全新且實用的方法,用於理解這個常常被過多數學理論所混淆的主題。它充分利用了LabVIEW™提供的完整工具套件,向學生展示如何快速且簡單地設計、開發、分析和可視化智能控制算法。使用塊圖可以跟踪算法在設計過程中的進展,並實現與硬件系統的無縫集成,以便在實驗室實驗中快速部署。

本書全面介紹了智能控制的主要工具:
• 模糊邏輯系統,模擬人類的推理過程;
• 人工神經網絡,模仿我們的學習能力;
• 神經模糊系統,用於實現控制器適應性;
• 進化方法,利用遺傳進化的思想進行優化;
• 預測方法,提供系統未來行為的信息。

《Intelligent Control with LabVIEW™》通過以下方式促進了對智能控制的學習和教學:
• 大量使用實例;
• 每章末尾提供問題和解答;
• 提供LabVIEW™的智能控制工具。

附帶的DVD中包含了完整的解答和LabVIEW™程序。

研究智能系統並使用LabVIEW™作為實驗室工具的研究人員也將從本書專門為智能控制提供的支持中受益。

對於學習智能控制的研究生和高年級本科生來說,本教材易於閱讀的風格和圖形編程方法將提供很大的幫助。對於希望在設計智能控制課程時使用基於LabVIEW™的教學的教師來說,本書也將提供寶貴的支持。