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挖掘机器人电液比例位置自调整模糊PID控制技术研究 被引量:7

Research on Self-Tuning Fuzzy PID Control for Electro-Hydraulic Proportion Positional Control System of Robotic Excavator
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摘要 针对挖掘机器人工作装置液压系统存在滞后、不确定性和非线性,不能实现有效精确控制的问题,设计一种基于模糊PID的电液比例位置自调整控制策略。介绍了电液比例位置控制系统组成和自调整模糊PID控制器原理,建立了控制规则表,采用中点向下融合法进行模糊推理和去模糊化处理。仿真与实验验证结果表明:该控制方法具有很好的鲁棒性,控制效果满足技术要求。 A method of electro-hydraulic proportional position control based on fuzzy PID self-tuning control strategy isdesigned, in the light of the problem of servo control precision because of the hysteresis, uncertainty and nonlinearity ofwork devices and hydraulic system of the robotic excavator. Introduce the structure of electro-hydraulic proportionalpositional control system and the principle of fuzzy self-tuning PID controller parameters, forms the fuzzy PID control ruletable. It also introduces a method of midpoint down fusion fuzzy inference and defuzzification techniques. Simulating andexperimental results indicate the method has good robustness and meets technology requirements.
出处 《兵工自动化》 2014年第10期72-76,共5页 Ordnance Industry Automation
关键词 挖掘机器人 电液比例位置控制 模糊PID robotic excavator electro-hydraulic proportional positional control fuzzy PID
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参考文献5

  • 1李俊明,殷涌光,王登峰,赵四的.电液比例系统的模糊控制[J].农业机械学报,1997,28(3):90-94. 被引量:11
  • 2Corbet T, Sepehri N, Lawrence P D-Fuzzy Control of class of hydraulically actuated industrial robots[J]. IEEE Trans on Control systems Technologey, 1996, 4(4): 419-426.
  • 3陈燎原.电液伺服系统的模糊控制研究[J].农业机械学报,2002,33(1):90-93. 被引量:10
  • 4Situm, Z. Pavkovic. Novakovic B. Servo Pneumatic position Control using fuzzy PID gain Scheduling Journal of Dynamic System, Measurement and Control[J]. Transactions of the ASME, 2004, 126(2): 376-387.
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