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Nonlinear systems and quadratic controls

  • School / Prep

    ENSEIRB-MATMECA

Internal code

merged with EE8AU206

Description

MODULE INCLUDED IN "Modeling and Control in State Space". 

This course complements modules AU 201 (Linear Control and Linearizing Approaches) and AU 209 (Nonlinear Systems 1). It enables students to master the representation of the evolution of nonlinear systems in the phase plane, and to study their stability using the Lyapunov method. In a second step, the Lyapunov equation is used in Gramian calculations to establish an equilibrium state realization and linear quadratic control (LQR). The course is illustrated with numerous examples enabling the tools studied to be applied.
The outline of the course given by André Benine Neto (Univ. de Bordeaux/IMS) is as follows:

- Nature of singular points and tangent linearization
- Lyapunov method
- Commandability and observability Gramian
- Equilibrium realization
- Linear quadratic control (LQR)

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Teaching hours

  • CMLectures8h
  • TIIndividual work4h

Mandatory prerequisites

Linear systems and linear system control. Control of discrete-time linear systems (AU 201). Frequency analysis of non-linear systems (AU 209).

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Further information

Automatic

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Assessment of knowledge

Initial assessment / Main session - Tests

Type of assessmentType of testDuration (in minutes)Number of testsTest coefficientEliminatory mark in the testRemarks
Integral Continuous ControlContinuous control1