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MSc Advanced Control and Systems Engineering with Extended Research / Course details
Year of entry: 2025
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Course unit details:
Nonlinear and Adaptive Control Systems
Unit code | EEEN60252 |
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Credit rating | 15 |
Unit level | FHEQ level 7 – master's degree or fourth year of an integrated master's degree |
Teaching period(s) | Semester 2 |
Available as a free choice unit? | No |
Overview
- Characteristics of nonlinear behaviour, linearized models.
- Phase-plane methods; approximate construction of state trajectories.
- Describing functions; use in predicting oscillations.
- Stability theory, Lyapunov functions; methods of construction and use K-Y lemma; circle criteria.
- Compensation for nonlinearities; feedback linearization.
- Integrator backstepping and iterative backstepping design.
- Model reference control and model reference adaptive control of linear systems; adaptive laws and stability analysis.
- Robust issues in adaptive control, dead-zoon and sigma modifications in adaptive laws.
- Adaptive control of nonlinear systems and adaptive backstepping
Pre/co-requisites
Unit title | Unit code | Requirement type | Description |
---|---|---|---|
EEEN64401 | Pre-Requisite | Compulsory | |
State-Space and Multivariable Control | EEEN60109 | Pre-Requisite | Compulsory |
Aims
The course unit unit aims to:
- Enable the stability and performance analysis and design of nonlinear systems and controllers.
- Enable the use of control schemes which adapt to unknown and/or slowly varying systems
Learning outcomes
On successful completion of the course, a student will be able to:
ILO 1: Demonstrate knowledge of the principal structures used for adaptive control systems.
ILO 2: Design adaptive controllers, for linear and nonlinear systems.
ILO 3: Use backstepping design for control of nonlinear systems.
ILO 4: Apply the describing function method to nonlinear feedback systems.
ILO 5: Use the relevant simulation tools, and apply parameter estimation methods, in other areas.
ILO 6: Obtain locally linearized models for nonlinear dynamic systems.
ILO 7: Demonstrate knowledge of the effects of non-linearities on the operation of control systems.
ILO 8: Show an understanding of methods for reducing nonlinear effects in control systems.
ILO 9: Implement adaptive control schemes for engineering systems.
ILO 10: Simulate nonlinear control systems using Matlab and Simulink.
Assessment methods
Unseen Written Examination
Four questions, each with 25 marks. Answer all questions
Length of examination: 2 hours
Calculators are permitted in this examination
The maximum mark for this examination forms 70% of the total unit assessment
Course Work Not Based On Laboratory Attendance
coursework 1: Control design for nonlinear systems and simulation studies
Submission date: Friday Week 2, 2nd semester
The maximum mark for coursework1 forms 15% of the total unit assessment
Coursework2: Adaptive control design for nonlinear systems and simulation studies
Submission date: Friday Week 3, 2nd semester
The maximum mark for coursework2 forms 15% of the total unit assessment
Feedback methods
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Recommended reading
- Applied nonlinear control by Slotine, J.-J. E. Prentice Hall, 1991.
- Nonlinear systems by Khalil, Hassan K. Pearson Prentice-Hall, 2000.
- Nonlinear systems analysis by Vidyasagar, M. Society for Industrial and Applied Mathematics (SIAM 3600 Market Street Floor 6 Philadelphia PA 19104), 2002.
- Nonlinear dynamical systems by Cook, P. A. Prentice Hall, 1994.
- Nonlinear and adaptive control systems by Ding, Zhengtao. The Institution of Engineering and Technology, 2013.
- Robust adaptive control by Petros A. Ioannou, Jing Sun . Prentice Hall, 1996.
- Stable adaptive systems by Narendra, Kumpati S. Dover Publications, 2005.
- Nonlinear and adaptive control design by Krstić, Miroslav. Wiley, 1995.
- Robot Manipulator Control: Theory and Practice by Frank L. Lewis, Darren M. Dawson, Chaouki T. Abdallah. CRC Press, 2003.
- Control of Complex Systems by Herrmann, G ; Na, J ; Mahyuddin, M.Nasiruddin. Elsevier Inc, 2016.
Study hours
Scheduled activity hours | |
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Lectures | 30 |
Tutorials | 6 |
Independent study hours | |
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Independent study | 114 |
Teaching staff
Staff member | Role |
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Alexander Lanzon | Unit coordinator |
Zhongguo Li | Unit coordinator |