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MSc Advanced Control and Systems Engineering with Extended Research / Course details
Year of entry: 2024
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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 | |
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
Students will be able to:
Knowledge and understanding
- Demonstrate knowledge of the effects of non-linearities on the operation of control systems.
- Show an understanding of methods for reducing nonlinear effects in control systems.
- Demonstrate knowledge of the principal structures used for adaptive control systems.
Intellectual skills
- Obtain locally linearized models for nonlinear dynamic systems.
- Apply the describing function method to nonlinear feedback systems.
- Use backstepping design for control of nonlinear systems.
- Design adaptive controllers, for linear and nonlinear systems
Practical skills
- Simulate nonlinear control systems using Matlab and Simulink.
- Implement adaptive control schemes for engineering systems.
Transferable skills and personal qualities
- Use the relevant simulation tools, and apply parameter estimation methods, in other areas.
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
.
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 |