LIANG Chun-miao, WANG Xiao-bo, YAO Ya-feng, DU Xiao-shan, WANG Yun. Application of BP neural network in fault diagnosis of full hydraulic drilling rig[J]. COAL GEOLOGY & EXPLORATION, 2009, 37(5): 77-80. DOI: 10.3969/j.issn.1001-1986.2009.05.019
Citation: LIANG Chun-miao, WANG Xiao-bo, YAO Ya-feng, DU Xiao-shan, WANG Yun. Application of BP neural network in fault diagnosis of full hydraulic drilling rig[J]. COAL GEOLOGY & EXPLORATION, 2009, 37(5): 77-80. DOI: 10.3969/j.issn.1001-1986.2009.05.019

Application of BP neural network in fault diagnosis of full hydraulic drilling rig

  • Choosing status messages according to fault diagnosis's characteristic,BP neural network is used in fault diagnosis of full hydraulic drilling rig.The sample input and output are used in unitary method and a broad neural network is obtained through training network.It is very important to construct fault self-diagnosis using Matlab software,and the correct result is gained.Experiment indicated that this method is practical and has significant importance for construction of automatic fault diagnosis system.
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