Fees and funding

Fees

For entry in the academic year beginning September 2027, the tuition fees are as follows:

  • MSc (full-time)
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Scholarships/sponsorships

We offer a number of postgraduate taught scholarships and awards to outstanding UK and international students each year.

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Course unit details:
Robust Control and Convex Optimisation

Course unit fact file
Unit code EEEN60262
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
Offered by Department of Electrical & Electronic Engineering
Available as a free choice unit? No

Overview

To introduce students to the fundamentals of robustness analysis, robust control law synthesis and robust control design    

Part 1 H-infinity

1. H-infinity norm

2. Multi-variable systems SV frequency response

3. Multi-Variable Feedback Systems –

a. Closed Loop Transfer functions and internal stability

b. Nominal performance

4. Unstructured uncertainty (i.e. additive, multiplicative, inverse multiplicative, coprime)

5. Linear Fractional Transformations

6. Small-gain theorem

7. Frequency weighting

8. Robust Stability analysis for unstructured uncertainty

9. Robust Performance

10. Coprime Factorization and Principles of Youla Parametrization

11. Solving the H-infinity problem via Coprime Factorization

12. H-infinity control systems design case studies

a. Mixed sensitivity H-infinity design

b. H-infinity loop shaping control


Part 2 Linear Matrix Inequalities (LMIs)

13. Function spaces

14. Linear Matrix Inequalities (LMIs) and convex optimisation

15. Robust H-infinity controller synthesis (from ARE to LMIs)

16. Kalman-Yakubovic-Popov lemma (to convert frequency dependent parahermitian matrix functions to LMIs)

17. Dissipative dynamical systems

18. S-procedure

19. Lur’e Systems

20. Integral Quadratic Constraint Analysis

21. Analysis and design Examples


Part 3 Laboratory and Assignment 30%

Part 3.1 Mixed-sensitivity design for a Quanser system

Part 3.2 Robust Control Design with input / output constraints, e.g. anti-windup

Aims

To introduce students to the fundamentals of robustness analysis, robust control law synthesis and robust control design

Learning outcomes

ILO 1 Analyse robustness of systems

ILO 2 Understand how robust controllers are synthesised

ILO 3 Design robust controllers

ILO4  Design controllers using robust control theory

ILO 5 Develop skills useful in controlling systems when accurate mathematical models are unavailable 

ILO 6 Apply robust control methods to systems from a variety of technological areas

ILO 7 Learn design methods that can be used in developing controllers for practical systems 

ILO 8 Understand how to use the methods in application

Teaching and learning methods

Theoretical knowledge is delivered over lectures and demonstrated over tutorial.

Assessment methods

Method Weight
Other 30%
Written exam 70%

Unseen written examination - 3 hours - weighted at 70%

Coursework - 6 hours weighted at 30%

Feedback methods

Examination feedback is provided after the examination results have been released

Coursework feedback provided 3 weeks after submission

Recommended reading

Design of feedback control systems. Stefani, Raymond T. Oxford University Press, 2002 2 

Modern Control Engineering Ogata, K ; Brewer, J. W 

Journal of dynamic systems, measurement, and control, 1971  

Multivariable feedback design Maciejowski, J. M. Addison-Wesley, 1989 

Essentials of robust control Zhou, Kemin. Prentice Hall 1998 

Robust and optimal control Zhou, Kemin. Prentice Hall 1996 

Control theory and design : an RH₂ and RH [infinity] viewpoint Colaneri, Patrizio. Academic Press, 1997 

Linear robust control Green, Michael. Prentice Hall 1995

Study hours

Scheduled activity hours
Lectures 30
Practical classes & workshops 6
Tutorials 4
Independent study hours
Independent study 110

Teaching staff

Staff member Role
Lanlan Su Unit coordinator
Guido Herrmann Unit coordinator

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