title: An Improved Genetic Fuzzy Logic Control Method to Reduce the Enlargement of Coal Floor Deformation in Shearer Memory Cutting Process.
abstract: 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.
authors.affiliation: School of Mechatronic Engineering, China University of Mining & Technology, Xuzhou 221116, China; Xuyi Mine Equipment and Materials R&D Center, China University of Mining & Technology, Huai'an, China.
authors.forename: Chao
authors.initials: C
authors.lastname: Tan
authors.affiliation: School of Mechatronic Engineering, China University of Mining & Technology, Xuzhou 221116, China.
authors.forename: Rongxin
authors.initials: R
authors.lastname: Xu
authors.affiliation: School of Mechatronic Engineering, China University of Mining & Technology, Xuzhou 221116, China.
authors.forename: Zhongbin
authors.initials: Z
authors.lastname: Wang
authors.affiliation: School of Mechatronic Engineering, China University of Mining & Technology, Xuzhou 221116, China; School of Information and Electrical Engineering, China University of Mining & Technology, Xuzhou 221116, China.
authors.forename: Lei
authors.initials: L
authors.lastname: Si
authors.affiliation: School of Mechatronic Engineering, China University of Mining & Technology, Xuzhou 221116, China.
authors.forename: Xinhua
authors.initials: X
authors.lastname: Liu
mesh_terms: D000465:Algorithms; D003031:Coal; D003198:Computer Simulation; D004190:Disasters; D017143:Fuzzy Logic; D006801:Humans; D008957:Models, Genetic; D008962:Models, Theoretical; D016571:Neural Networks, Computer; D011237:Predictive Value of Tests; D011634:Public Health; D012449:Safety
chemical_list: D003031:Coal