Analysis and design of digital control systems

Master

In Maynard (USA)

Price on request

Description

  • Type

    Master

  • Location

    Maynard (USA)

  • Start date

    Different dates available

This course is a comprehensive introduction to control system synthesis in which the digital computer plays a major role, reinforced with hands-on laboratory experience. The course covers elements of real-time computer architecture; input-output interfaces and data converters; analysis and synthesis of sampled-data control systems using classical and modern (state-space) methods; analysis of trade-offs in control algorithms for computation speed and quantization effects. Laboratory projects emphasize practical digital servo interfacing and implementation problems with timing, noise, and nonlinear devices.

Facilities

Location

Start date

Maynard (USA)
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02139

Start date

Different dates availableEnrolment now open

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Subjects

  • Systems
  • Design

Course programme

Lectures: 2 sessions / week, 1.5 hours / session


Labs: Self-Scheduled, Several hours / week expected


Knowledge of classical control at the level of 2.14/2.010 or equivalent is assumed. Familiarity with linear algebra at the level of 18.06 is assumed. Exposure to modern control theory at the level of 2.151 is assumed.


The course text is: Franklin, Gene F., J. David Powell, and Michael L. Workman. Digital Control of Dynamic Systems. 3rd ed. Upper Saddle River, NJ: Prentice Hall, 1997. ISBN: 9780201820546.


You will have approximately five laboratory projects in which you will explore topics such as sampling effects and digital filters, design and implementation of digital controllers for servomechanisms, state variable control and estimators, and modeling of plants using system identification techniques. You will do these labs individually. The labs finish with a 20 minute interview with a teaching assistant in the lab. The results of this checkoff (as expressed by your understanding of the lab subject matter and experimental results) will count 30% towards the lab grade. Each person will turn in a lab report, due at the time of the checkoff. Since it is essential that all your data and conclusions are available at the time of your checkoff, late lab reports will not generally be accepted.


These will be assigned on a regular basis, and are essential for understanding the class material. Cooperation among class members is permitted on the homework. It is important however that what you turn in accurately reflects your true understanding of the material.


We will be using MATLAB® and Simulink® on both MIT servers and on the lab PCs, to support both the problem sets and the lab assignments.


Late problem sets will not be accepted. The quizzes and final are closed-book. However, in the exams, one or two crib sheets will be permitted. The two quizzes will be held in-class during Lec #12 and Lec #21. The final exam will occur during the regular final examination period, as scheduled by the registrar. The final will be 3 hours in length.


Problem set 1 due


Problem set 2 start


Problem set 3 due


Problem set 4 start


Lab 1 due


Problem set 4 due


Problem set 5 start


Problem set 6 due


Design Problem due


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Analysis and design of digital control systems

Price on request