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Implementation of a Virtual Autonomous Excavator

机译:虚拟自主挖掘机的实现

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摘要

Automation of digging processes is a way to improve building efficiency and prevent workplace accidents. The objective of this study was to develop an intelligent excavator by means of virtual prototyping technology which takes working disturbances into consideration. Firstly, a multi-body simulation model (MBS) was developed to investigate the excavator behaviour and reaction forces with respect to soil characteristics. Subsequently, an adaptive sliding-mode PID controller with a fuzzy compensator (ASMPIDF) was proposed to perform autonomous functions. Finally, a co-simulation of the mechanical model and the virtual controller was conducted to derive adaptive trajectories of the excavator joints. The low simulated values of overshoot, settling time, and steady-state error demonstrate that the proposed approach is feasible and effective in developing intelligent behaviours of the excavator. Therefore, this study is expected to contribute to digging processes to become safer and more efficient.
机译:挖掘过程的自动化是提高建筑效率和预防工作场所事故的一种方式。这项研究的目的是通过虚拟样机技术开发一种智能挖掘机,该技术考虑了工作干扰。首先,建立了多体仿真模型(MBS),以研究挖掘机的行为和反作用力对土壤特性的影响。随后,提出了带有模糊补偿器(ASMPIDF)的自适应滑模PID控制器来执行自主功能。最后,对机械模型和虚拟控制器进行了共同仿真,以得出挖掘机接头的自适应轨迹。低的过冲,稳定时间和稳态误差的仿真值表明,该方法在开发挖掘机的智能行为方面是可行且有效的。因此,这项研究有望有助于挖掘过程变得更加安全和高效。

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