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課程名稱 |
專題研究
Special Project |
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開課學期 |
106-2 |
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授課對象 |
電機工程學研究所 |
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授課教師 |
雷欽隆 |
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課號 |
EE7010 |
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課程識別碼 |
921 M1910 |
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班次 |
19 |
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學分 |
1.0 |
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全/半年 |
半年 |
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必/選修 |
必修 |
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上課時間 |
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上課地點 |
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備註 |
碩士班必修。
限碩士班以上
總人數上限：20人 |
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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 |
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課程大綱
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課程概述 |
This is an introductory course in system identification, the process of
developing or improving a mathematical representation of a physical system
using experimental data. This course focuses equally on theoretical and
practical aspects of the subject. Students will learn key mathematical
skills including linear time-invariant systems, random processes, and basic
estimation techniques. Practical system identification skills such as input
signal design, system excitation, and model validation will also be discussed.
Students are required to integrate the knowledge into their final projects. |
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課程目標 |
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課程要求 |
Undergraduate Control Systems, or Signal and Systems. Basic knowledge about
linear systems, state-space methods, and Z-transform. |
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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:
Lennart Ljung, System Identification: Theory for the User, 2nd ed., Prentice
Hall, 1999
References:
1. G. F. Franklin, J. D. Powell, and M. Workman, Digital Control of
Dynamic Systems, 3rd ed., 1998
2. Jer-Nan Juang, Applied System Identification, 1993
3. The Mathworks, Inc., System Identification Toolbox User’s Guide |
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評量方式
(僅供參考) |
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