DocumentCode :
1661946
Title :
Optimal feedback control synthesis using simulated annealing techniques
Author :
Chang, Timothy ; Hou, Edwin
Author_Institution :
Dept. of Electr. & Comput. Eng., New Jersey Inst. of Technol., Newark, NJ, USA
Volume :
2
fYear :
1994
Firstpage :
1453
Abstract :
This paper deals with the synthesis of robust controllers using the parameter optimization method. The controller synthesis process consists of two steps: 1) determination of a suitable controller structure and 2) optimization of controller parameters subjected to various engineering constraints. It is shown that heuristic optimization methods such as simulated annealing can be applied to significantly improve the parameter optimization process. A fifth order aircraft control problem is considered in this paper where it is demonstrated that a suitably optimized third order controller can produce closed loop performance comparable to those obtained by an 8th order LQG/LTR controller and an 18th order H controller
Keywords :
aircraft control; control system synthesis; optimal control; robust control; simulated annealing; 18th order H controller; 8th order LQG/LTR controller; closed loop performance; controller structure; fifth order aircraft control problem; heuristic optimization methods; optimal feedback control synthesis; robust controllers; simulated annealing techniques; third order controller; Aerospace control; Computational modeling; Feedback control; Optimization methods; Process control; Robust control; Robust stability; Simulated annealing; Temperature control; Transient response;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 1994., Proceedings of the 33rd IEEE Conference on
Conference_Location :
Lake Buena Vista, FL
Print_ISBN :
0-7803-1968-0
Type :
conf
DOI :
10.1109/CDC.1994.411241
Filename :
411241
Link To Document :
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