----- News & Actions -----
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- Week 18: (6/21/19)
-
- Final Exam Week: No Lecture.
- Submit
your Project Repport
by 6/25 (Tue)
- - upload ONE zipped file
of all related files, docx (or pptx), m, etc. to any web storage
- - e-mail the link
of the zipped file to fengli@ntu.edu.tw
- Articles and Reports about Control
(updated on 9/11/18)
-
References:
- -
References on Digital Control, Real-Time Control, and Their Applications
- -
Control Tutorials for Matlab and Simulink
- -
CSS Demo
- - Brian .D.O. Anderson 1992 & 1993,
---
(Paper PDF)
.......... "Controller Design: Moving from Theory for Practice,"
.......... IEEE Control Systems Magazine, 13(4): 16-25, Aug. 1993.
---
(Seminar Video)
.......... The 1992 Bode Prize Lecture
.......... at The 31st IEEE Conference on Decision and Control,
.......... Tucson, AZ, December 1992.
-
D. Raviv, E.W. Djaja,
..........
"Techniques for Enhancing the Performance of Discretized Controllers,"
..........
IEEE Control Systems Magazine, 19(3): 52-57, June 1999.
..........
(Paper PDF)
-
OLD news are moved to the bottom of the webpage.
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----- Lecture Notes -----
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----- Homeworks -----
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-
-
Homework Template File
- Homework 5 (updated on 4/8/19)
-
- Assigned: 4/26, 2019 , Deadline: 5/10, 2019
-
- Topics:
Design in State-Space Model
- - Problem 5-1:
- ....... Given the system
- ....... Determine a linear state-feedback controller
- ....... such that the closed-loop poles are in 0.1 and 0.25.
- - Problem 5-2:
- ....... Consider the continuous-time system
- ....... Sampling the system with h = 0.2 gives:
- ....... Determine a linear state-feedback controller
- ....... such that the closed-loop characteristic polynomial is:
- ....... Simulate the closed-loop system when x(0) and
- ....... plot all the signals (states, input, output) of the systems.
- - Problem 5-3:
- ....... Given the system
- ....... Determine the linear state-feedback controller:
- ....... such that the states are brought to the origin in two sampling intervals.
- ....... Is it possible to determine a linear state-feedback controller
- ....... that can take the system from the origin to x(k).
- ....... Determine an observer that estimates the states
- ....... such that the observer has the desired characteristic polynomial.
-
- Actions:
- - Please use the homework template to write several paragraphs
- ....... on summarizing the information you catch from each section.
- - Print out your homework and submit it on 5/10 in class.
-
- Homework 4 (updated on 4/8/19)
-
- Assigned: 4/12, 2019 , Deadline: 4/26, 2019
-
- Topics:
Stability, Controllability, Observability
- - Problem 4-1:
- ....... Consider the system
- ....... Determine the values of K for which the closed-loop system is stable
- - Problem 4-2:
- ....... Is the following system (a) stable, (b) observable, (c) reachable?
- - Problem 4-3:
- ....... Consider the system
- ....... Determine a control sequence
- ....... such that the system is taken from the initial state, x(0), to the origin
- ....... Which is the minimum number steps
- - Problem 4-4:
- ....... Given the system
- ....... For which values of K in the proportional controller
- ....... is the closed-loop system stable?
-
- Actions:
- - Please use the homework template to write several paragraphs
- ....... on summarizing the information you catch from each section.
- - Print out your homework and submit it on 4/26 in class.
-
- Homework 3 (updated on 3/21/19)
-
- Assigned: 3/22, 2019 , Deadline: 4/12, 2019
-
- Topics:
z-Transform and Sampling
- - Problem 3-1:
- ....... Consider the system described by the difference equation
- ....... Determine the pulse-transfer function and the poles and zeros
- ....... Determine the output sequence of the difference equation
- - Problem 3-2:
- ....... Consider the system
- ....... Simulate the system and
- ....... determine the overshoot for different values of a and b
- - Problem 3-3:
- ....... Sketch the magnitude of the spectrum
- ....... when the signal has been sampled with:
- ....... (a) h = 2 pi /10 (s); (b) h = 2 pi /20 (s); (c) h = 2 pi /50 (s).
- - Problem 3-4:
- ....... Watch the following plenary speech:
- ....... Signal Processing via Sampled-Data Control
- ....... - A Challenge to Go Beyond Shannon
- ....... By Prof. Yutaka Yamamoto (Kyoto University, Japan)
- .......
Video Link
-
- Actions:
- - Please use the homework template to write several paragraphs
- ....... on summarizing the information you catch from each section.
- - Print out your homework and submit it on 4/12 in class.
-
- Homework 2 (updated on 3/7/19)
-
- Assigned: 3/8, 2019 , Deadline: 3/22, 2019
-
- Topics:
Discrete-Time Models
- - Problem 2-1:
- ....... Derive the formulas of the DT State-Space System with Inner Time Delay
- ....... Reference:
- ........... Bjorn Wittenmark, "Sampling of a system with a time delay,"
- ........... IEEE Transactions on Automatic Control,
- ........... Vol. 30, No. 5, pp. 507-510, May 1985.
- ...........
https://ieeexplore.ieee.org/document/1103985
- - Problem 2-2:
- ....... Derive the discrete-time system
- ....... corresponding to the following continuous-time system
- ....... when a zero-order-hold circuit is used
- - Problem 2-3:
- ....... Use the z-transform
- ....... to determine the output sequence of the difference equation
- - Problem 2-4:
- ....... Sample the continuous-time system
- ....... Using the sampling interval h = 0.3.
- ....... Determine the pulse-transfer operator
-
- Actions:
- - Please use the homework template to write several paragraphs
- ....... on summarizing the information you catch from each section.
- - Print out your homework and submit it on 3/22 in class.
-
- Homework 1 (updated on 2/22/19)
-
- Assigned: 2/22, 2019 , Deadline: 3/8, 2019
-
- Topics:
Read Articles on Digital Control
- - Section 1.2: Computer Technology for Control
- ....... on Pages 2-11 of Book - Astrom & Wittenmark 1997
- - Section 1.4: Inherently Sampled Systems
- ....... on Pages 22-24 of Book - Astrom & Wittenmark 1997
- - Section 1.5: Fundamental Theories
- ....... on Pages 25-28 of Book - Astrom & Wittenmark 1997
- - Section 1.6: Notes and References
- ....... on Pages 28-29 of Book - Astrom & Wittenmark 1997
-
- Actions:
- - Please use the homework template to write several paragraphs
- ....... on summarizing the information you catch from each section.
- - Print out your homework and submit it to the lecturer on 3/8 in class.
-
- Book - Computer-Controlled Systems: Theory and Design, (3rd Ed., 1997)
- - by Karl Johan Astrom and Bjorn Wittenmark
- ----- Prentice Hall
- -
Book at amazon
- -
Book at books.google
- -
Book at NTU Library
-
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----- Course Information -----
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- What:
- Topics: Digital Control Systems
- Course No: EE5073
- Credit: 3
- Who:
- Students:
- Graduate Students or Senior Students
- Instructor:
- Name: Feng-Li Lian (連豊力)
- Office: Room EE-MD717,
- Phone: 02-3366-3606
- Email: fengli@ntu.edu.tw
- When:
- Lectures: 1:40pm-4:30pm, Fridays (Feb 2019 - Jun 2019)
- Office Hours: appointment by e-mail
- Where:
- Why:
- For EE graduate students
interested in Digital Control Systems: Analysis and Design
- Project-oriented discussion and lectures
- How:
- Preview: ~3 hours/per week
- Lecture: ~3 hours/per week
- Demonstration, derivation and practice, etc.
- Review: ~3 hours/per week
- Homework: ~3 hours/per week
- Q & A & lecture participation:
- group discussion
- lecture questionnaire
- e-mail
- website etc.
Reference Books:
- Computer-Controlled Systems: Theory and Design, (3rd Ed., 1997)
- - by Karl Johan Astrom and Bjorn Wittenmark
- ----- Prentice Hall
- -
Book at amazon
- -
Book at books.google
- -
Book at NTU Library
- Discrete Time Control Problems Using Matlab and the Control System Toolbox, (2003)
- - by Joe H. Chow, Dean K. Frederick, Nicholas W. Chbat
- ----- Bookware Companion Series
- -
Book at amazon
- -
Files at cengage
- Digital Control of Dynamic Systems, (3rd Edition), (1998)
- - by by Gene F. Franklin, J. David Powell, Michael L. Workman
- ----- Addison-Wesley
- -
Book at amazon
- -
Book at NTU Library
-
2011: The Impact of Control Technology,
Overview, Success Stories, and Research Challenges
- -
Website:
- -
Report: (246 pages, 34.65 MB, PDF file)
- -
-
2002: Control in an Information Rich World,
Report of the Panel on Future Directions
in Control, Dynamics, and Systems.
- -
Website:
- -
Report: (112 pages, 2.93 MB, PDF file)
- -
ToC at SIAM Website
- -
Short Summary in IEEE CSM, pp. 20-33, April 2003
- -
-
2005: Brief introduction to Modern Control,
some useful defintions and theorems.
- -
Control Science and Feedback Theory
- -
-
2001: Control Theory: Twenty-Five Seminal Papers (1932-1981),
- -
List of Papers
- -
Table of Contents
- -
- Similar Course at Caltech:
- -
CDS 273 - Frontiers in Control and Dynamical Systems
- -
Course Outline:
- Digital Control Systems
- A. From Analog to Digital World
- B. Design Consideration
- C. Z-transform
- D. Controller Design
- Computer Control Systems (Single Centralized Control)
- A. Real-Time Operation Systems
- B. Analog to Digital
- C. Digital to Analog
- Networked Control Systems (Multiple Distributed Control)
- A. Control Networks Protocols
- B. Networked Controllers & Managers
- C. Networked Sensors
- D. Networked Actuators
Grading:
- Homework and Programming   30%
- Midterm Exam   30%
- Final project and report   40%
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Old News in 107-2
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-
- 待處理
-
- Week 17: (6/14/19)
-
- Lectures:
-
- Exam Discussion
- Project Progress (5-page pptx)
-
- Homework:
- - No HW
- -
- References:
- - Websites:
Week 16: (6/7/19)
Week 15: (5/31/19)
-
- Lectures:
-
- Exam covers HW2, 3, 4, 5
- Time: 2pm-4pm
-
- Homework:
- - No HW
- -
- References:
- - Websites:
Week 14: (5/24/19)
-
- Lectures:
-
- Input-Output Design - Polynomial Approach
-
- Homework:
- - No HW
- -
- References:
- - Websites:
Week 13: (5/17/19)
-
- Lectures:
-
- Discretized Controllers - Delay Compensation
- Input-Output Design - Polynomial Approach
-
- Homework:
- - No HW
- -
- References:
- - Websites:
Week 12: (5/10/19)
-
- Lectures:
-
- Discretized Controllers - Discrete Design
- Discretized Controllers - Emulation Design
- Discretized Controllers - Techniques for Enhancing Performance
-
- Homework:
- - No HW
Week 11: (5/3/19)
-
- Lectures:
-
- Today's Lecture started at 2pm
- State Space Design - Observer Design and Output Feedback
-
- Homework:
- - HW-5: State Space Design
- - Deadline: 5/10, 2019
Week 10: 4/26/19 (updated on 4/26/19)
-
- Lectures:
- Homework:
- - HW-5: State Space Design
- - Deadline: 5/10, 2019
Week 09: 4/19/19 (updated on 4/19/19)
-
- Lectures:
-
- Controllability
- Observability
-
- Homework:
- - HW-4: Stability, Controllability, Observability
- - Deadline: 4/26, 2019
Week 08: 4/12/19 (updated on 4/12/19)
-
- Lectures:
-
- Project
- DesignExample
- Stability
-
- Homework:
- - HW-4: Stability, Controllability, Observability
- - Deadline: 4/26, 2019
Week 07: 4/5/19 (updated on 4/5/19)
Week 06: 3/29/19 (updated on 3/28/19)
Week 05: 3/22/19 (updated on 3/21/19)
-
- Lectures:
- Homework:
- References:
- - Lecture:
dcs13_zTransform (Updated)
- - Lecture:
dcs14_Sampling
- - Lecture:
SS-10: The z-Transform,
......... pages 2-8, 30, 39, 50, 52, 60-61, 71-74
- Lecture:
SS-10: The z-Transform (Video),
- - Lecture:
SS-7: Sampling,
......... pages
- Lecture:
SS-7: Sampling (Video),
- Some Interesting Videos of Sampling Effect:
......
Aliasing x1,
......
Aliasing x4,
......
55 Minute Alias,
......
Airlines Propeller Effect,
......
Wagon-wheel effect,
- Speech: by Prof. Yutaka Yamamoto (Kyoto University, Japan)
...... Signal Processing via Sampled-Data Control
...... A Challenge to Go Beyond Shannon ,
......
Vidoe at 2013 IEEE Multi-Conference on Systems and Control
......
Slides at the Workshop in honor of Eduardo Sontag
......
Paper on IEEE T. on Signal Processing, 60(2), Feb. 2012
Week 04: 3/15/19 (updated on 3/14/19)
-
- Lectures:
-
- Discrete-Time Model - Input Output (Transfer Function)
- The z-Transform
-
- Homework:
- References:
- - Lecture:
dcs12_DTModel_IO
- - Lecture:
dcs13_zTransform
- - Lecture:
SS-2: Linear Time-Invariant Systems,
......... pages 3-11
- Lecture:
SS-2: Linear Time-Invariant Systems (Video),
- - Lecture:
SS-10: The z-Transform,
......... pages 2-8, 30, 39, 50, 52, 60-61, 71-74
- Lecture:
SS-10: The z-Transform (Video),
Week 03: 3/8/19 (updated on 2/28/19)
Week 02: 3/1/19 (updated on 2/28/19)
Week 01: 2/22/19 (updated on 2/21/19)
-
- Lectures:
- Homework:
- References:
- -
Reference Papers
... PDF files
...
- -
Special Lectures (updated on 8/7/15)
-
- Month/Day: progress report
- - On the result of experimental tests
- - On the paper reading of related topics
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