Improved Fuzzy Table-Rotating Method and Its Application in Time Delay System
L Wang; H L Lv; X T Du; L Wang; School of Control Science and Engineering, Shandong University, 250061, Jinan, China; H L Lv; School of Control Science and Engineering, Shandong University, 250061, Jinan, China; X T Du; School of Control Science and Engineering, Shandong University, 250061, Jinan, China
Журнал:
Journal of Physics: Conference Series
Дата:
2006-10-01
Аннотация:
Theoretical improvement and practical application of table-rotating method to optimize fuzzy control rules are proposed in this paper. The theorem is developed that one m×n rule table need to rotate 2(m+n−2) times at most to get all the rule tables, which are the different combinations of all the m×n×q rules. Then the fuzzy controller based on improved fuzzy table-rotating optimization is designed and applied to the systems with time delay. The simulation results show the feasibility and validity of the fuzzy controller based on the improved table-rotating rules. Compared with the conventional PID controllers and Smith predictor controllers, the advantages of this optimizing rules approach are less overshoot, shorter setting time and better robust.
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