Title
Swarm-based auto-tuning of PID posicast control for uncertain systems.
Abstract
Posicast feedback control systems are very sensitive to model uncertainty. This paper proposes the use of Particle Swarm Optimization (PSO) to auto-tune two-degrees of freedom control systems. The system considers as a pre-filter a half-cycle Posicast command shaper and a PID controller in the feedback loop. A model reference technique is proposed to track differences among model and system to be controlled, feeding a decision block which will trigger an auto-tuning optimization mechanism. Preliminary simulation results are presented showing the proposed technique effectiveness to deal with prescribed plant uncertainties.
Year
DOI
Venue
2017
10.1109/MED.2017.7984297
Mediterranean Conference on Control and Automation
Field
DocType
ISSN
Particle swarm optimization,Swarm behaviour,PID controller,Computer science,Control theory,Multi-swarm optimization,Control engineering,Feedback loop,Control system,Uncertain systems,Auto tuning
Conference
2325-369X
Citations 
PageRank 
References 
0
0.34
2
Authors
4