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    A Multi-Objective Optimal Design Method for Gravity Compensators With Consideration of Minimizing Joint Reaction Forces

    Source: Journal of Mechanisms and Robotics:;2024:;volume( 016 ):;issue: 008::page 84501-1
    Author:
    Nguyen, Vu Linh
    DOI: 10.1115/1.4064236
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This paper presents a multi-objective optimal design method for gravity compensators with consideration of minimizing the joint reaction forces. High performance of the gravity compensation is achieved while the joint reaction forces are kept to a minimum. In this method, the ratio of the compensated torque to the uncompensated torque and the maximum value of the joint reaction forces are formulated as cost functions in the optimization problem, which is solved by adopting the Pareto front of multiple fitness functions with a genetic algorithm. This work takes a spring four-bar mechanism as a gravity compensator for a case study. The theoretical models of a gravity compensator and a robot manipulator show that the proposed multi-objective optimal design allows for the achievement of smaller joint reaction forces than the original single-objective optimal design, while their gravity compensation performances are relatively the same. Moreover, a prototype of a 0.2-kg gravity compensator realized from the proposed method was also built. An experimental study with this prototype showed that the measured motor torque was reduced by up to 93% within a range of 3π/4.
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      A Multi-Objective Optimal Design Method for Gravity Compensators With Consideration of Minimizing Joint Reaction Forces

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    http://yetl.yabesh.ir/yetl1/handle/yetl/4303398
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    • Journal of Mechanisms and Robotics

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    contributor authorNguyen, Vu Linh
    date accessioned2024-12-24T19:09:35Z
    date available2024-12-24T19:09:35Z
    date copyright1/11/2024 12:00:00 AM
    date issued2024
    identifier issn1942-4302
    identifier otherjmr_16_8_084501.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4303398
    description abstractThis paper presents a multi-objective optimal design method for gravity compensators with consideration of minimizing the joint reaction forces. High performance of the gravity compensation is achieved while the joint reaction forces are kept to a minimum. In this method, the ratio of the compensated torque to the uncompensated torque and the maximum value of the joint reaction forces are formulated as cost functions in the optimization problem, which is solved by adopting the Pareto front of multiple fitness functions with a genetic algorithm. This work takes a spring four-bar mechanism as a gravity compensator for a case study. The theoretical models of a gravity compensator and a robot manipulator show that the proposed multi-objective optimal design allows for the achievement of smaller joint reaction forces than the original single-objective optimal design, while their gravity compensation performances are relatively the same. Moreover, a prototype of a 0.2-kg gravity compensator realized from the proposed method was also built. An experimental study with this prototype showed that the measured motor torque was reduced by up to 93% within a range of 3π/4.
    publisherThe American Society of Mechanical Engineers (ASME)
    titleA Multi-Objective Optimal Design Method for Gravity Compensators With Consideration of Minimizing Joint Reaction Forces
    typeJournal Paper
    journal volume16
    journal issue8
    journal titleJournal of Mechanisms and Robotics
    identifier doi10.1115/1.4064236
    journal fristpage84501-1
    journal lastpage84501-9
    page9
    treeJournal of Mechanisms and Robotics:;2024:;volume( 016 ):;issue: 008
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
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