PID and Predictive Control of Electrical Drives and Power Converters using MATLAB / Simulink Hardcover
暫譯: 使用 MATLAB / Simulink 的電動驅動與電力轉換器的 PID 與預測控制
Liuping Wang, Shan Chai, Dae Yoo, Lu Gan, Ki Ng
- 出版商: Wiley
- 出版日期: 2015-03-09
- 售價: $6,050
- 貴賓價: 9.5 折 $5,748
- 語言: 英文
- 頁數: 360
- 裝訂: Hardcover
- ISBN: 1118339444
- ISBN-13: 9781118339442
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相關分類:
Matlab、Machine Learning
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相關主題
商品描述
A timely introduction to current research on PID and predictive control by one of the leading authors on the subject
PID and Predictive Control of Electric Drives and Power Supplies using MATLAB/Simulink examines the classical control system strategies, such as PID control, feed-forward control and cascade control, which are widely used in current practice. The authors share their experiences in actual design and implementation of the control systems on laboratory test-beds, taking the reader from the fundamentals through to more sophisticated design and analysis. The book contains sections on closed-loop performance analysis in both frequency domain and time domain, presented to help the designer in selection of controller parameters and validation of the control system. Continuous-time model predictive control systems are designed for the drives and power supplies, and operational constraints are imposed in the design. Discrete-time model predictive control systems are designed based on the discretization of the physical models, which will appeal to readers who are more familiar with sampled-data control system. Soft sensors and observers will be discussed for low cost implementation. Resonant control of the electric drives and power supply will be discussed to deal with the problems of bias in sensors and unbalanced three phase AC currents.
- Brings together both classical control systems and predictive control systems in a logical style from introductory through to advanced levels
- Demonstrates how simulation and experimental results are used to support theoretical analysis and the proposed design algorithms
- MATLAB and Simulink tutorials are given in each chapter to show the readers how to take the theory to applications.
- Includes MATLAB and Simulink software using xPC Target for teaching purposes
- A companion website is available
Researchers and industrial engineers; and graduate students on electrical engineering courses will find this a valuable resource.
商品描述(中文翻譯)
由該領域的領先作者之一所撰寫,及時介紹當前有關PID和預測控制的研究
使用MATLAB/Simulink的電驅動和電源的PID與預測控制探討了當前實踐中廣泛使用的經典控制系統策略,如PID控制、前饋控制和串級控制。作者分享了他們在實驗室測試平台上實際設計和實施控制系統的經驗,帶領讀者從基本概念進入更複雜的設計和分析。這本書包含了關於閉環性能分析的部分,涵蓋頻域和時域,旨在幫助設計師選擇控制器參數並驗證控制系統。為驅動和電源設計了連續時間模型預測控制系統,並在設計中施加了操作約束。基於物理模型的離散化設計了離散時間模型預測控制系統,這將吸引對採樣數據控制系統更為熟悉的讀者。將討論低成本實施的軟感測器和觀測器。還將討論電驅動和電源的共振控制,以解決傳感器偏差和不平衡三相交流電流的問題。
- 以邏輯風格將經典控制系統和預測控制系統結合在一起,從入門到高級水平
- 展示如何使用模擬和實驗結果來支持理論分析和提出的設計算法
- 每章提供MATLAB和Simulink教程,向讀者展示如何將理論應用於實踐。
- 包括用於教學目的的MATLAB和Simulink軟體,使用xPC Target
- 提供伴隨網站
研究人員、工業工程師以及電機工程課程的研究生將會發現這是一本寶貴的資源。