Modern Control Theory
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spContent=Modern control theory plays an important part in engineering related industry, it not only provides criteria and theories to analyze systems, but also it is an effective tool to adjust systems to a desired status. With the development of artificial intelligence, control theory and application encounter into big challenge ever. Control problems in large-scale systems, multi-agent systems or other systems bring us new challenge as well as opportunity.
—— 课程团队
课程概述

This course mainly focuses on linear system theory of state-space models, including four parts,

1. State-space representations and solutions,

2. Controllability and observability, State feedback and state observers,

3. Lyapunov stability theory,

4. Linear quadratic control

Through the study of the course, we can understand the basic concepts and analysis methods for linear multivariable control systems, and firmly grasp the design methods for linear time-invariant systems.

授课目标

The primary aim of this course is to train the undergraduates from college of automation and some other related disciplines with modern control tools. After ending of this course, the undergraduates of automation field and other related disciplines should be able to have a better understanding of the basic techniques of analysis and synthesis of linear multivariable control systems and satisfy some basic requirements such as methods of modeling using state space, controllability and observability of linear multivariable control systems and design of state observer, optimal control of such systems.

课程大纲
预备知识

Some prerequisites are needed for studying the course, they are:

1. Linear Algebra

2. Differential Equations

3. Theory of Matrix

4. Principles of Automatic Control.

参考资料

Here we also list two reference books:

[1] 蒋国平,丁洁,吴冬梅. Modern Control Theory [M]. 北京邮电大学出版社, 2021.

[2] Ogata, K., & Yang, Y. (2002). Modern Control Engineering [M]. Prentice Hall.

[3] Hespanha, J. P. (2018). Linear Systems Theory [M]. Princeton University Press.