A Simplify Type Reduction for Interval Type-2 Fuzzy Sliding Controllers

In this paper, a new reduction approach is presented to simplify the type reduction procedure for an interval type-2 fuzzy sliding controller. An interval type-2 fuzzy set can be considered as a collection of a large number type-1 fuzzy set. The union and intersection of all type-1 fuzzy sets with the corresponding embedded membership functions being their membership functions are found. With the information represented by the union and intersection combined, a type-1 membership function is retrieved and an interval type-2 fuzzy set is reduced to be a type-1 fuzzy set. The proposed simplified type reduction approach is also applied to the design of a hybrid interval type-2 fuzzy sliding controller for a ball-and-beam system. Compared to Extended-Karnik-Mendel (EKM) type reduction method, the simulation results are included to show the effectiveness of the designed hybrid interval type-2 fuzzy sliding controllers using the simplified type reduction.

並列關鍵字

Interval type-2 fuzzy sliding-mode controller ； type reduction

被引用紀錄

Chang, C. M. (2009). 藉由純誤差動態方程與精巧李亞普諾夫函數所達成之新渾沌系統廣義同步，非完整系統之渾沌現象，不同渾沌系統之變尺度時間非等時交織同步與不同渾沌系統之雙交織同步 [doctoral dissertation, National Chiao Tung University]. Airiti Library. https://doi.org/10.6842/NCTU.2009.00378

Devendiran, J. (2013). Android手持裝置利用心率信號之睡意偵測系統 [master's thesis, National Taipei University of Technology]. Airiti Library. https://doi.org/10.6841/NTUT.2013.00018

應念廷（2009）。於視覺基礎上之室內吸菸行為識別與偵測〔碩士論文，國立臺北科技大學〕。華藝線上圖書館。https://doi.org/10.6841/NTUT.2009.00137

陳奕融（2004）。第二代模糊推論處理器之設計與研究〔碩士論文，中原大學〕。華藝線上圖書館。https://doi.org/10.6840/cycu200400240

劉時誌（2003）。具備規則分析技術之高速模糊推論處理器設計〔碩士論文，中原大學〕。華藝線上圖書館。https://doi.org/10.6840/cycu200300268

延伸閱讀

Chen, Y. J. (2014). T-S Fuzzy Control of Input-time-delay Systems [master's thesis, Chung Yuan Christian University]. Airiti Library. https://doi.org/10.6840/cycu201400911
施毓洲（2014）。A T-S Fuzzy Modeling Approach Based on Interval Type-2 Fuzzy C-means Algorithm〔碩士論文，國立臺北科技大學〕。華藝線上圖書館。https://doi.org/10.6841/NTUT.2014.00748
Cao, J., Ji, X., Li, P., & Liu, \. (2011). Design of Adaptive Interval Type-2 Fuzzy Control System and Its Stability Analysis. International Journal of Fuzzy Systems, 13(4), 335-343. https://doi.org/10.30000/IJFS.201112.0011
Sun, Z. K., Zhang, H., Chen, L., & Wang, L. L. (2012). Creating Time-Varying Fuzzy Control Rules Based on Data Mining. Research Journal of Applied Sciences, Engineering and Technology, 4(18), 3533-3538. https://www.airitilibrary.com/Article/Detail?DocID=20407467-201209-201512070006-201512070006-3533-3538
Wang, C. F. (2009). FUZZY SLIDING MODE CONTROL DESIGN FOR TIME-DELAY DESCRIPTOR SYSTEMS [master's thesis, Tatung University]. Airiti Library. https://www.airitilibrary.com/Article/Detail?DocID=U0081-3001201315103765

國際替代計量

A Simplify Type Reduction for Interval Type-2 Fuzzy Sliding Controllers

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