An Improved Genetic Fuzzy Logic Control Method to Reduce the Enlargement of Coal Floor Deformation in Shearer Memory Cutting Process
Joint Authors
Si, Lei
Tan, Chao
Xu, Rongxin
Wang, Zhong-bin
Liu, Xin-hua
Source
Computational Intelligence and Neuroscience
Issue
Vol. 2016, Issue 2016 (31 Dec. 2015), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-04-27
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
In order to reduce the enlargement of coal floor deformation and the manual adjustment frequency of rocker arms, an improved approach through integration of improved genetic algorithm and fuzzy logic control (GFLC) method is proposed.
The enlargement of coal floor deformation is analyzed and a model is built.
Then, the framework of proposed approach is built.
Moreover, the constituents of GA such as tangent function roulette wheel selection (Tan-RWS) selection, uniform crossover, and nonuniform mutation are employed to enhance the performance of GFLC.
Finally, two simulation examples and an industrial application example are carried out and the results indicate that the proposed method is feasible and efficient.
American Psychological Association (APA)
Tan, Chao& Xu, Rongxin& Wang, Zhong-bin& Si, Lei& Liu, Xin-hua. 2016. An Improved Genetic Fuzzy Logic Control Method to Reduce the Enlargement of Coal Floor Deformation in Shearer Memory Cutting Process. Computational Intelligence and Neuroscience،Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1099670
Modern Language Association (MLA)
Tan, Chao…[et al.]. An Improved Genetic Fuzzy Logic Control Method to Reduce the Enlargement of Coal Floor Deformation in Shearer Memory Cutting Process. Computational Intelligence and Neuroscience Vol. 2016, no. 2016 (2015), pp.1-14.
https://search.emarefa.net/detail/BIM-1099670
American Medical Association (AMA)
Tan, Chao& Xu, Rongxin& Wang, Zhong-bin& Si, Lei& Liu, Xin-hua. An Improved Genetic Fuzzy Logic Control Method to Reduce the Enlargement of Coal Floor Deformation in Shearer Memory Cutting Process. Computational Intelligence and Neuroscience. 2016. Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1099670
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1099670