Advanced intelligent control systems

Basic information

Course coordinator Igor Škrjanc

Course type: izbirni

Number of ECTS credits: 5

Course code: 64840

Subject description

Introduction to intelligent systems. Basic principles of fuzzy and neural systems in control. Basic principles of adaptive systems: direct and indirect approaches, self-tuning controllers, gain-scheduling controlles. Basic principles and methods of predictive control. Fuzzy model based predictive and adaptive control. Examples of intelligent control in advanced technological processes.

Objectives

  • to present the problems of intelligent control systems
  • to present the methods of predictive and adaptive control
  • to present the implementation problems of advanced control systems
  • to present the tools for design of advanced control systems

Teaching and learning methods

Lectures, tutorials, seminar.

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