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Title
An intelligent fuzzy sliding mode control system with application on precision table positioning
Year
90
Semester
1
Publish Date
2001/12/01
Journal Name
An intelligent fuzzy sliding mode control system with application on precision table positioning
Journal Name Other
All Author
林信成; Lin, Sinn-cheng; Huang, Pai-yi; Chen, Yung-yaw
Unit
淡江大學資訊與圖書館學系
Publisher
Volume
International Journal of Intelligent Systems 16(12), pp.1333-1356
Summary
In this paper, an intelligent fuzzy sliding mode control system, which cooperates with a new learning approach called modulus genetic algorithm, is proposed. Furthermore, it is applied to a high precision table positioning system for verifying its practicability. Fuzzy sliding mode controller (FSMC) is a special type of fuzzy controller with certain attractive advantages than the conventional fuzzy controller. The learning and stability issues of FSMC are discussed in the paper. Furthermore, to overcome the encoding/decoding procedure that leads to considerable numeric errors in conventional genetic algorithm, this paper proposes a new algorithm called modulus genetic algorithm (MGA). The MGA uses the modulus operation such that the encoding/decoding procedure is not necessary. It has the following advantages: (1) the evolution can be speeded up; (2) the numeric truncation error can be avoided; (3) the precision of solution can be increased. For verifying the practicability of the proposed approach, the MGA-based FSMC is applied to design a position controller for a high precision table. The experimental results show the proposed approach can achieve submicro positioning precision.
Keyword
Use Lang
English
ISSN
0884-8173
Journalnature
國內
Included in
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Reviewsystem
否
Country
中華民國
Open Call for Papers
PublicationStyle
電子版