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.