Title :
Multi-agent PID and fractional PID control of the three-tank benchmark system
Author :
Vinagre, Goncalo ; Valerio, Duarte ; Sa da Costa, Jose
Author_Institution :
IDMEC, Tech. Univ. of Lisbon, Lisbon, Portugal
Abstract :
This paper addresses the development of a multi-agent system to control the three-tank benchmark plant with PID and fractional PID controllers. Each tank was controlled using an agent implemented in a different computer; under normal circumstances, agents are expected to communicate to exchange information and cooperate to achieve their goals; if there should be a communication failure, each agent is able to pursue control on its own, attempting to keep performance as good as possible by using simulations to supply unavailable data. Furthermore agents are able to identify the plant and change the control laws accordingly. Simulation and experimental results are given showing the control system´s robustness properties.
Keywords :
MIMO systems; control engineering computing; multi-agent systems; nonlinear control systems; robust control; three-term control; agent cooperation; communication failure; control law; control system robustness property; fractional PID control; information exchange; multiagent PID control; multiagent system; multiple-input multiple-output system; nonlinear MIMO system; three-tank benchmark plant control; distributed control; fault tolerance; fractional control; multi-agent system; three-tank system;
Conference_Titel :
Control 2010, UKACC International Conference on
Conference_Location :
Coventry
Electronic_ISBN :
978-1-84600-038-6
DOI :
10.1049/ic.2010.0442