DocumentCode :
3601228
Title :
A Novel Optimal Robust Control Design of Fuzzy Mechanical Systems
Author :
Shengchao Zhen ; Han Zhao ; Kang Huang ; Bin Deng ; Ye-Hwa Chen
Author_Institution :
Dept. of Electr. & Comput. Eng., Hefei Univ. of Technol., Hefei, China
Volume :
23
Issue :
6
fYear :
2015
Firstpage :
2012
Lastpage :
2023
Abstract :
We first investigate the fundamental properties of the mechanical system related to the control design. Then, a new optimal robust control is proposed for mechanical systems with fuzzy uncertainty. Fuzzy set theory is used to describe the uncertainty in the mechanical system. The desirable system performance is deterministic (assuring the bottom line) as well as fuzzy (enhancing the cost consideration). The proposed control is deterministic and is not the usual if-then rule based. The resulting controlled system is uniformly bounded and uniformly ultimately bounded proved via the Lyapunov minimax approach. A performance index (the combined cost, which includes average fuzzy system performance and control effort) is proposed based on the fuzzy information. The optimal design problem associated with the control can then be solved by minimizing the performance index. The resulting control design is systematic and is able to guarantee the deterministic performance, as well as minimizing the cost. In the end, a mechanical system is chosen for demonstration.
Keywords :
Lyapunov methods; control system synthesis; cost optimal control; fuzzy control; fuzzy set theory; minimax techniques; performance index; robust control; uncertain systems; Lyapunov minimax approach; cost consideration; cost minimization; deterministic control; deterministic performance guarantee; deterministic system performance; fuzzy information; fuzzy mechanical system; fuzzy set theory; fuzzy system performance; fuzzy uncertainty; novel optimal robust control design; performance index minimization; uniformly ultimately bounded system; Control design; Mechanical factors; Mechanical systems; Robust control; Uncertainty; Vectors; Fuzzy mechanical systems; fuzzy set theory; optimal design; robust control;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2015.2396077
Filename :
7018974
Link To Document :
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