課程名稱 |
適應控制系統 Adaptive Control Systems |
開課學期 |
99-2 |
授課對象 |
電機資訊學院 電機工程學研究所 |
授課教師 |
傅立成 |
課號 |
EE7005 |
課程識別碼 |
921EM1380 |
班次 |
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學分 |
3 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期三2,3,4(9:10~12:10) |
上課地點 |
博理213 |
備註 |
本課程以英語授課。 總人數上限:28人 |
Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/992adaptive |
課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
課程大綱
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課程概述 |
This course is offered for graduate students, which will provide the techniques to analyze and indentify linear or nonlinear systems with unknown parameters. And even more, you can use adaptive control theory to design the system controller you need for the desired purpose. Some nonlinear control design theories will also be introduced. We specially focus on sliding mode control theory and combined it with adaptive control method. You will be able to cope with most of the uncertainties encountered in different systems. Course outline is as the following:
•Introduction
•Mathematical Preliminaries
•Identification of System Parameters
•Adaptive Control of Linear Systems
•Adaptive Control of a Class of Nonlinear Systems
•Robust Adaptive Control
•Nonlinear control design: Sliding mode control
•Adaptive Sliding Mode Control
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課程目標 |
The students can design and analyze control systems with unknown parameters utilizing adaptive control theory. In addition, the robust adaptive controller can be used for systems with many kinds of uncertainties. |
課程要求 |
Grading:
•Homework
•Final term-paper
•Final oral presentation
Prerequisite:
Nonlinear systems analysis, linear systems
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
Textbook:
1. P. A. Ioannou & J. Sun, Robust Adaptive Control, 1996.
2. Fidan & Ioannou, Adaptive Control Tutorial, 2006.
2. Slotine & Li, Applied Nonlinear Control, 1991.
3. G. Tao, Adaptive Control Design and Analysis, 2003.
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評量方式 (僅供參考) |
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週次 |
日期 |
單元主題 |
第1週 |
2/23 |
Introduction to adaptive control |
第2週 |
3/02 |
Parameterization and estimation |
第3週 |
3/09 |
Parameter estimation (I) |
第4週 |
3/16 |
Parameter estimation (II) |
第5週 |
3/23 |
Parameter estimation (III) |
第6週 |
3/30 |
Parameter estimation (IV) |
第7週 |
4/06 |
Holiday |
第8週 |
4/13 |
Adaptive state feedback control |
第9週 |
4/20 |
Model reference adaptive control |
第10週 |
4/27 |
Model reference adaptive control |
第11週 |
5/04 |
Indirect MRAC |
第12週 |
5/11 |
Adaptive Pole Placement Control (APPC) |
第13週 |
5/18 |
Benchmark examples |
第14週 |
5/25 |
Adaptive control of nonlinear systems |
第15週 |
6/01 |
Adaptive control of nonlinear systems |
第16週 |
6/08 |
Adaptive neural network control
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第17週 |
6/15 |
Adaptive sliding mode control |
第18週 |
06/22 |
Final Project |
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