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Global Energy-Optimal Redundancy Resolution of Hydraulic Manipulators: Experimental Results for a Forestry Manipulator

机译:液压机械手的全球最佳能量冗余解决方案:林业机械手的实验结果

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This paper addresses the energy-inefficiency problem of four-degrees-of-freedom (4-DOF) hydraulic manipulators through redundancy resolution in robotic closed-loop controlled applications. Because conventional methods typically are local and have poor performance for resolving redundancy with respect to minimum hydraulic energy consumption, global energy-optimal redundancy resolution is proposed at the valve-controlled actuator and hydraulic power system interaction level. The energy consumption of the widely popular valve-controlled load-sensing (LS) and constant-pressure (CP) systems is effectively minimised through cost functions formulated in a discrete-time dynamic programming (DP) approach with minimum state representation. A prescribed end-effector path and important actuator constraints at the position, velocity and acceleration levels are also satisfied in the solution. Extensive field experiments performed on a forestry hydraulic manipulator demonstrate the performance of the proposed solution. Approximately 15–30% greater hydraulic energy consumption was observed with the conventional methods in the LS and CP systems. These results encourage energy-optimal redundancy resolution in future robotic applications of hydraulic manipulators.
机译:本文通过机器人闭环控制应用中的冗余分辨率解决了四自由度(4-DOF)液压机械手的能源效率低下的问题。由于常规方法通常是本地的,并且在解决有关最小液压能耗方面的冗余性方面性能较差,因此建议在阀控执行器和液压动力系统相互作用的水平上采用全局能量最优冗余分辨率。通过采用具有最小状态表示的离散时间动态编程(DP)方法制定的成本函数,可以有效地最小化广泛流行的阀控负载感应(LS)和恒压(CP)系统的能耗。解决方案中还满足了规定的末端执行器路径以及在位置,速度和加速度级别上重要的执行器约束。在林业液压机械手上进行的大量现场实验证明了所提出解决方案的性能。在LS和CP系统中,使用常规方法观察到的液压能耗大约增加了15–30%。这些结果鼓励在液压操纵器的未来机器人应用中实现能量最优的冗余分辨率。

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