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Improved control of intelligent excavator using proportional-integral-plus gain scheduling 被引量:5

Improved control of intelligent excavator using proportional-integral-plus gain scheduling
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摘要 Consider the design and implementation of an electro-hydraulic control system for a robotic excavator, namely the Lancaster University computerized and intelligent excavator (LUCIE). The excavator was developed to autonomously dig trenches without human intervention. One stumbling block is the achievement of adequate, accurate, quick and smooth movement under automatic control, which is difficult for traditional control algorithm, e.g. PI/PID. A gain scheduling design, based on the true digital proportional-integral-plus (PIP) control methodology, was utilized to regulate the nonlinear joint dynamics. Simulation and initial field tests both demonstrated the feasibility and robustness of proposed technique to the uncertainties of parameters, time delay and load disturbances, with the excavator arm directed along specified trajectories in a smooth, fast and accurate manner. The tracking error magnitudes for oblique straight line and horizontal straight line are less than 20 mm and 50 mm, respectively, while the velocity reaches 9 m/min. Consider the design and implementation of an electro-hydraulic control system for a robotic excavator, namely the Lancaster University computerized and intelligent excavator (LUCIE). The excavator was developed to autonomously dig trenches without human intervention. One stumbling block is the achievement of adequate, accurate, quick and smooth movement under automatic control, which is difficult for traditional control algorithm, e.g. PI/PID. A gain scheduling design, based on the true digital proportional-integral-plus (PIP) control methodology, was utilized to regulate the nonlinear joint dynamics. Simulation and initial field tests both demonstrated the feasibility and robustness of proposed technique to the uncertainties of parameters, time delay and load disturbances, with the excavator arm directed along specified trajectories in a smooth, fast and accurate manner. The tracking error magnitudes for oblique straight line and horizontal straight line are less than 20 mm and 50 mm, respectively, while the velocity reaches 9 m/min.
作者 顾军 D. SEWARD
出处 《Journal of Central South University》 SCIE EI CAS 2012年第2期384-392,共9页 中南大学学报(英文版)
基金 Project(K5117827)supported by Scientific Research Foundation for the Returned Overseas Chinese Scholars Project(08KJB510021)supported by the Natural Science Research Council of Jiangsu Province,China Project(Q3117918)supported by Scientific Research Foundation for Young Teachers of Soochow University,China Project(60910001)supported by National Natural Science Foundation of China
关键词 增益调度控制 比例积分 挖掘机 智能化 电液控制系统 非线性动力学 人工干预 自动控制 robotic excavator gain scheduling control proportional-integral-plus robustness
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