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其它(请具体注明)
Other(Please specify)
先修课程、其它学习要求
Pre-requisites or Other
Academic Requirements
EE104 电路基础 Fundamentals of Electric Circuits
建议修读 MA201b 常微分方程 B Ordinary Differential Equation B
后续课程、其它学习规划
Courses for which this course
is a pre-requisite
ME306 机器人基础 Fundamentals of Robotics
ME401 信号分析 Signal Analysis
其它要求修读本课程的学系
Cross-listing Dept.
This course provides students a general background in control engineering including
modeling, analysis, and design of control systems. It illustrates how to represent a
control system by a set of differential equation, its transfer function, and the
corresponding block diagram. The course discusses how to evaluate performance of a
controlled system in the time domain, the frequency domain, the s-domain, as well as in the
state space and how to take appropriate control actions to improve the system performance.
The also address some advanced topics including controllability and observability of a
control system, quadratic optimal control, as well as robust control.
After completing this course, the students should learn the basic concepts and principles
of control engineering, develop problem-solving skills for applications in different
engineering disciplines, and provide sound background for more advanced studies.
课程内容及教学日历 (如授课语言以英文为主,则课程内容介绍可以用英文;如团队教学或模块教学,教学日历须注明
主讲人)
Course Contents (in Parts/Chapters/Sections/Weeks. Please notify name of instructor for course section(s), if
this is a team teaching or module course.)
Defining A System Using Transfer Functions
Transfer Function for Physical System
Transfer Function and System Gain
Definitions for Transfer Functions
More Definitions for Transfer Functions
Linear Versus Nonlinear Systems
Multi-Variable Linearization
Circuit State-Space Modelling
State-Space Model to Transfer Function