An Improved Genetic Fuzzy Logic Control Method to Reduce the Enlargement of Coal Floor Deformation in Shearer Memory Cutting Process

作者：Tan, Chao; Xu, Rongxin^*; Wang, Zhongbin; Si, Lei^*; Liu, Xinhua

来源：Computational Intelligence and Neuroscience, 2016, 2016: 3973627.

DOI：10.1155/2016/3973627

• UNIFORM CROSSOVER
• ALGORITHM
• MUTATION

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.

• 出版日期2016
• 单位中国矿业大学（北京）