Analysis and Application of a Kind of Hierarchical Fuzzy Systems

Abstract:

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In this paper a kind of hierarchical fuzzy systems was introduced. The characteristics and structural relation of this hierarchical fuzzy system were analyzed. The sensitivity between the input variables and the output variables and the position of variables in the hierarchical fuzzy system were given according to the importance of variables. The weight coefficient of variables was confirmed applying the methods of analytic hierarchical process (AHP). Then the structural analysis and the weight coefficient were applied to the forewarning system of oil drilling.

Info:

Periodical:

Advanced Materials Research (Volumes 219-220)

Edited by:

Helen Zhang, Gang Shen and David Jin

Pages:

1097-1100

DOI:

10.4028/www.scientific.net/AMR.219-220.1097

Citation:

J. Wang and X. D. Zhu, "Analysis and Application of a Kind of Hierarchical Fuzzy Systems", Advanced Materials Research, Vols. 219-220, pp. 1097-1100, 2011

Online since:

March 2011

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Price:

$35.00

[1] Zhu Jing.Principle and Application of Fuzzy control [M].Beijing:Press of Mechanical Industry.(1995).

[2] Raju G V S, Zhou Jun. Hierarchical fuzzy control. Int. J. Control, Vol. 54(1991), pp.1201-1216.

[3] Wang Xuemin,Cheg Qunshi.The Application of Hierarchical Fuzzy Controller in Quadruped Walking Robot[J].Fuzzy Systems and Mathematics,Vol. 2(1998), pp.83-88.

[4] Teng shujie,Zhang Naiyao,Cui Zhenhua.Hierarchical adaptive fuzzy control for steam generator level of nuclear power plants[J].Control and decision, Vol. 17(2002), pp.933-936.

[5] Xinyu Du, Hao Ying, Naiyao Zhang. Conditions for equivalence of hierarchical fuzzy systems and zero-order T-S fuzzy systems. Proc. 2005 IEEE International Conference on Fuzzy Systems. (2005), pp.939-944.

DOI: 10.1109/fuzzy.2005.1452520

[6] Wang Li-Xin. Analysis and design of hierarchical fuzzy systems. IEEE Trans. Fuzzy Systems, Vol. 7(1999), pp.617-624.

DOI: 10.1109/91.797984

[7] T.L. Saaty.Analytic Hierarchical Process[M].Beijing: Press of Mechanical Industry(1988).

[8] Wang Jie, Li Guang, Zhu Xiaodong. Development of an oil drilling accident pre-warning system based on hierarchical fuzzy inference [J]. Control & Automation, Vol. 7(2008), pp.177-178.

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