Introduction to Feedback Control Theory

开始时间: 04/22/2022 持续时间: 3 Weeks

所在平台: EdxArchive 课程类别: 其他类别 大学或机构: MITx 授课老师： Jacob White Joe Steinmeyer

课程主页: https://www.edx.org/archive/introduction-feedback-control-theory-mitx-6-302-0x

课程评论：没有评论

第一个写评论        关注课程

课程详情

Have you wondered about the design strategies behind temperature controllers, quad-copters, or self-balancing scooters? Are you interested in robotics, and have heard of, or tried, “line-following" or “PID control” and want to understand more?

Feedback control is a remarkably pervasive engineering principle. Feedback control uses sensor data (e.g. brightness, temperature, or velocity) to adjust or correct actuation (e.g. steering angle, motor acceleration, or heater output), and you use it all the time, like when you steer a bicycle, catch a ball, or stand upright.  But even though applications of feedback are very common, the subject is an uncommonly compelling example of mathematical theory guiding practical design.  In this engineering course we will introduce you to the theory and practice of feedback control and provide a glimpse into this rich and beautiful subject.

Each week we will begin with a mathematical description of a fundamental feedback concept, combined with on-line exercises to test your understanding, and will finish with you designing, implementing, measuring, and exchanging video of your own propellor-levitated arm feedback system.  You will not need a background in calculus or software engineering to succeed in this class but you should be comfortable with algebra, mechanical forces, and modifying mathematical formulas in short computer programs.

Please note that this is a “Beta” class, you’ll be part of an experiment on incorporating physical labs in an on-line class.  Your experiences and contributions will shape the class, and impact a worldwide community.  

IMPORTANT: As this is a lab course, in order to participate, learners will need to collect a set of items to build the propeller arm. Learners will be responsible for purchasing items themselves and should have the items prior to the start of the course. We have created shopping lists via Amazon and Digikey listing all necessary items for simple purchase, but many of these items should be available through other vendors, or found locally.

You will be modifying a few lines in the Arduino programming environment, so a little programming background will help, but is not essential.

课程大纲

• How to set up a control system and understand and optimize its performance (the Arduino-controlled propeller-levitated arm)
• Modeling Feedback Control systems Using Difference Equations
• What unstable systems are like, practically and mathematically
• How to measure control system performance
• How proportional, delta (aka derivative) and summation (aka integral) feedback reduce tracking errors and increase disturbance rejection

课程评论(0条)