BI3SS16-State Space and Frequency Response
Module Provider: School of Biological Sciences
Number of credits: 10 [5 ECTS credits]
Level:6
Terms in which taught: Autumn term module
Pre-requisites:
Non-modular pre-requisites:
Co-requisites:
Modules excluded:
Current from: 2019/0
Email: w.s.harwin@reading.ac.uk
Type of module:
Summary module description:
Overview of two important techniques for modelling and understanding complex dynamic entities such as machines, animals, economies, people and the like.
Aims:
The module aims to introduce state space and frequency response theory and their application in analysis and design of systems and controllers.
Assessable learning outcomes:
By the end of the module the students should be able to analyse and design control systems using state-space and frequency response techniques
Additional outcomes:
Students should achieve a broad understanding of how to deal with complex dynamic systems
Outline content:
State Space: Definition of and problem description using state variables. Review of matrix techniques and their use to evaluate system responses: eigenvalues, eigenvectors and modes. Transfer function matrix interpretation. Transition matrices. Jordan canonical form. Controllability and observability. System decomposition: invariant transformations and decoupling transformations. State variable feedback design vs output feedback. Eigenvalue assignment for SISO and MIMO systems. Design of simple optimal control systems. Full order state observers. Implementation on analogue and digital computers. Practical examples.
Frequency Response Methods (10 lectures): Review of frequency response of linear systems, relationship between frequency response and the time domain. Positive and negative feedback. Methods for system identification from frequency response data. Design of controllers using the frequency domain.
Brief description of teaching and learning methods:
The module comprises 2 lectures per week, two assignments and a revision tutorial.
Autumn | Spring | Summer | |
Lectures | 20 | ||
Tutorials | 1 | ||
Guided independent study: | 79 | ||
Total hours by term | 99 | 1 | |
Total hours for module | 100 |
Method | Percentage |
Written exam | 70 |
Report | 30 |
Summative assessment- Examinations:
2 hours
Summative assessment- Coursework and in-class tests:
Assignment on frequency response, using MatLab GUIs to plot frequency response, identify systems and then design controllers, written up in report.
A short report to support the concept of a state space and demonstrate the theoretical and computational tools.
Formative assessment methods:
Example sheets (state space)
Penalties for late submission:
The Module Convener will apply the following penalties for work submitted late:
The University policy statement on penalties for late submission can be found at: http://www.reading.ac.uk/web/FILES/qualitysupport/penaltiesforlatesubmission.pdf
You are strongly advised to ensure that coursework is submitted by the relevant deadline. You should note that it is advisable to submit work in an unfinished state rather than to fail to submit any work.
Assessment requirements for a pass:
Reassessment arrangements:
By examination in August/September.
Additional Costs (specified where applicable):
1) Required text books: 2) Specialist equipment or materials: 5) Computers and devices with a particular specification:
Last updated: 8 April 2019
THE INFORMATION CONTAINED IN THIS MODULE DESCRIPTION DOES NOT FORM ANY PART OF A STUDENT'S CONTRACT.