Title :
Study on satisfactory predictive control algorithm for complex systems
Author :
Zhou, Lifang ; Ma, Longhua
Author_Institution :
Control Sci. & Eng. Dept., Zhejiang Univ., Hangzhou, China
Abstract :
The satisfactory predictive control for complex system is studied. By introducing commanding input and the membership degrees of the predictive output errors between the predictive outputs and their setpoints, the satisfactory predictive control algorithm is improved. Using the satisfactory control algorithm presented in this paper, it cannot only avoid the solving of Diophantine equation for calculating the predictive output, but also deal with the setpoint control problem and horizon control problem, while the hard constraints are guaranteed, the soft constraints and the output tracking are satisfied as much as possible. The simulation results verify the validity.
Keywords :
constraint theory; fuzzy set theory; large-scale systems; predictive control; Diophantine equation; complex systems; fuzzy constraints; hard constraint; horizon control problem; output tracking; predictive control algorithm; predictive output errors; satisfactory control algorithm; setpoint control problem; soft constraint; Constraint optimization; Control systems; Equations; Error correction; Fuzzy control; Industrial control; Optimal control; Prediction algorithms; Predictive control; Systems engineering and theory;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1340661