nonlinear control syllabus

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Syllabus for Introduction to Nonlinear Control EAS: 6939 W. E. Dixon, Ph.D. Room 312 Mechanical Engineering Building - A [email protected] Lecture Hours: MWF 7th period (1:55-2:45) Room 201 NEB Office Hours MWF 12:30-1:30 PM – plus open door policy Course Web Page http://ncr.mae.ufl.edu/eas6939.htm follow links for test/homework solutions Required Textbook: Nonlinear Systems: Third Edition by H. Khalil, 2002. Supplemental Textbooks: 1. Nonlinear Control of Engineering Systems: A Lyapunov-Based Approach by W. E. Dixon, A. Behal, D. M. Dawson, and S. Nagarkatti, , Birkhäuser Boston, 2003. 2. Applied Nonlinear Control by Jean-Jacques Slotine, Weiping Li, Pearson Education, 1990. 3. Nonlinear and Adaptive Control Design by Miroslav Kristic, Ioannis Kanellakopoulos, Petar Kokotovic, John Wiley and Sons, 1995. Course Overview: This course is developed as an introduction to nonlinear control. The course begins with a review of Linear Time-Invariant Control as a method to introduce the differences between linear and nonlinear control design and analysis. A brief introduction to phase-plane analysis provides a graphical understanding of some of the elements that characterize nonlinear behavior. The bulk of the course is then devoted to Lyapunov-based methods to design and analyze nonlinear control systems. Topics include: Autonomous and Nonautonomous Systems, Integrator Backstepping, Input-Output Stability, Input-to-State Stability, Feedback Linearization, Observers and Filters, and Robust and Adaptive Control. The content will be mathematical with illustrative examples taken from general engineering systems. Prerequisites for the course include an understanding of undergraduate calculus, linear algebra, and linear control methods. The student is also expected to be able to use some simulation software (e.g., Matlab).

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Nonlinear Control Syllabus

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  • Syllabus for Introduction to Nonlinear Control

    EAS: 6939

    W. E. Dixon, Ph.D. Room 312 Mechanical Engineering Building - A [email protected]

    Lecture Hours: MWF 7th period (1:55-2:45) Room 201 NEB

    Office Hours MWF 12:30-1:30 PM plus open door policy Course Web Page http://ncr.mae.ufl.edu/eas6939.htm follow links for test/homework solutions Required Textbook: Nonlinear Systems: Third Edition by H. Khalil, 2002. Supplemental Textbooks:

    1. Nonlinear Control of Engineering Systems: A Lyapunov-Based Approach by W. E. Dixon, A. Behal, D. M. Dawson, and S. Nagarkatti, , Birkhuser Boston, 2003.

    2. Applied Nonlinear Control by Jean-Jacques Slotine, Weiping Li, Pearson Education, 1990.

    3. Nonlinear and Adaptive Control Design by Miroslav Kristic, Ioannis Kanellakopoulos, Petar Kokotovic, John Wiley and Sons, 1995.

    Course Overview: This course is developed as an introduction to nonlinear control. The course begins with a review of Linear Time-Invariant Control as a method to introduce the differences between linear and nonlinear control design and analysis. A brief introduction to phase-plane analysis provides a graphical understanding of some of the elements that characterize nonlinear behavior. The bulk of the course is then devoted to Lyapunov-based methods to design and analyze nonlinear control systems. Topics include: Autonomous and Nonautonomous Systems, Integrator Backstepping, Input-Output Stability, Input-to-State Stability, Feedback Linearization, Observers and Filters, and Robust and Adaptive Control. The content will be mathematical with illustrative examples taken from general engineering systems. Prerequisites for the course include an understanding of undergraduate calculus, linear algebra, and linear control methods. The student is also expected to be able to use some simulation software (e.g., Matlab).

  • Course Content: 1. Motivation for Nonlinear Control (Chapter 1 - Dixon) 2. Behavior of Nonlinear Dynamic Systems (Chapter 1,2 Khalil) 3. Lyapunov Stability (Chapters 3, 4 - Khalil) 4. Input-to-Output Stability (Chapter 5) 5. Feedback Linearization (Chapter 13) 6. Sliding Mode Control (Chapter 14) 7. Integrator Backstepping (Chapter 14) 8. Robust and Adaptive Control Applications (Chapter 2-6 - Dixon and Supplemental)

    Exams: There will be three exams and a final project. The exams will be during normal class meetings and will be scheduled on an ad hoc basis. All exams will be cumulative but will emphasize the most recently covered material.

    Attendance: Not required but highly encouraged. All students are responsible for all material presented in class. Office hours will not be used to compensate for class absence.

    Late/Makeup Policy: Make-up exams will be given only for special circumstances that are pre-approved by the instructor.

    Academic Honesty: All students admitted to the University of Florida have signed a statement of academic honesty committing themselves to be honest in all academic work and understanding that failure to comply with this commitment will result in disciplinary action.

    This statement is a reminder to uphold your obligation as a student at the University of Florida and to be honest in all work submitted and exams taken in this class and all others. All students should review the University's honor code policy you will be held to it.

    Course Grading: Homework will be assigned (in class problems and take home problems) and not graded. Solutions will be posted. If you do not attempt the homework on your own and if you just review the solutions after the fact, you are not serious about learning. A lack of understanding will be reflected in the exams. A control design/simulation project will also be assigned. Either you can work on the assigned project, or you can propose an alternative design project with consent of the instructor. The project will require a simulation of the control design.

    Exams (3) 90% (30% each) Project 10% Total 100%