Research on Energy-saving Control for Hydraulic Excavators Based on FNN

摘要：

In view of the relative backward status of the energy-saving control technology for hydraulic excavators, a control method with fuzzy neural network (shorted as FNN) is proposed. A standard models fuzzy neural network is used as the controller, in which the back propagation algorithm (BP algorithm) is applied. Simulation results show that the control system has good rapidity and stability, can make the pump torque track the engine torque precisely, and achieve energysaving purpose.

关键词： hydraulic excavator energy-saving fuzzy neural network power match

作者: Li Xiaofeng Luo Wenguang Yang Xu Wang Ke

作者单位: Department of Electronic Information and Control Engineering Guangxi University of Technology Liuzhou, China

会议类型: 国际会议

会议名称: 2010 International Conference on Measuring Technology and Mechatronics Automation(ICMTMA 2010)(2010年检测技术与机电自动化国际会议)

会议地点: 长沙

会议语种:英文

页码: 2320-2323

在线出版日期: 2010-03-13（万方平台首次上网日期，不代表论文的发表时间）