Module H: Seminar: Intelligent Control

Basic information

Course coordinator Gašper Mušič

Course type: Izbirni-strokovni

Number of ECTS credits: 6

Semester: 1

Course code: 64275

Subject description

Autonomous project work in various application domains of intelligent control:

– Modern methods of modelling, simulation and identification for control.

– Control of complex systems. Complex multivariable control design methods, hierarchical approaches, internal model control, individual channel design, and pole placement.

– Adaptive control. Basic principles of adaptive control systems, adaptive controllers, self-tuning controllers, gain scheduling, parameter adaptive control systems and model reference adaptive control systems.

– Predictive control. Major principles and methods of predictive control.

– Nonlinear model based control. Controller design for nonlinear systems control. Fuzzy model based predictive control. Fuzzy adaptive control.

– Production planning and control. Artificial intelligence methods, heuristics and multi-agent systems in planning and scheduling.

Objectives

Seminar comprises professional courses knowledge of the studying programme and directs students toward autonomous project work.

Teaching and learning methods

Lectures and supervised project work.

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