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Application of a MIMO-PID Controller for a Hydraulic Excavator Considering the Velocity of CoM

机译:MIMO-PID控制器在考虑COM速度的液压挖掘机中的应用

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There are many machines that require human operation in industry, and high operational skills are required to operate these machines efficiently. However, the number of highly skilled workers is decreasing due to the recent trends of falling birthrate and population aging. This decline is particularly pronounced in the construction industry, while the demand for construction workers remains high owing to the increasing number of developed infrastructures. To reduce this mismatch between the supply and the demand, it is important to achieve high efficiency in tasks using hydraulic excavators, because these machines can greatly increase the productivity at construction sites. Accordingly, it is necessary to improve productivity even if unskilled operators use hydraulic excavators. This paper proposes a control system that achieves efficient motions based on the velocity of the center of mass (CoM) of the hydraulic excavator's attachments, which reflects the characteristics of skilled workers' operations. The motions of multiple attachments give rise to interference terms owing to the characteristics of the hydraulic system. A two-input two-output control system, in which the input consists of the lever input and the output is the CoM velocity is constructed. The fictitious reference iterative tuning (FRIT) method is used to calculate the controller parameters. The proposed method was verified by comparing the results of a simulated digging motion and an experiment with an actual hydraulic excavator operated by an unskilled operator.
机译:有许多需要在行业中进行人类操作的机器,并且需要高效的技能有效地操作这些机器。然而,由于近期出生率和人口老龄化的趋势,高技能工人的数量正在减少。这种下降在建筑业中特别明显,而由于越来越多的开发基础设施,建筑工人的需求仍然很高。为了减少供应与需求之间的这种不匹配,重要的是使用液压挖掘机实现高效率,因为这些机器可以大大提高建筑地点的生产率。因此,即使不熟练的操作员使用液压挖掘机,也必须提高生产率。本文提出了一种控制系统,该控制系统基于液压挖掘机附件的质量中心(COM)的速度来实现高效的运动,这反映了技术人员操作的特性。由于液压系统的特性,多个附件的动作产生了干扰术语。两个输入的双输出控制系统,其中输入由杠杆输入组成,输出是COM速度。虚拟参考迭代调谐(FRIT)方法用于计算控制器参数。通过比较模拟挖掘运动的结果和用由不熟练的操作员操作的实际液压挖掘机进行实验来验证所提出的方法。

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