Module H: Seminar: Intelligent Control
Osnovni podatki
Nosilec: Gašper Mušič
Vrsta predmeta: Izbirni-strokovni
Število kreditnih točk: 6
Semester izvajanja: 1. semester
Koda predmeta: 64275
Opis predmeta
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.
Cilji
Seminar comprises professional courses knowledge of the studying programme and directs students toward autonomous project work.
Metode poučevanja in učenja
Lectures and supervised project work.