Optimization of the Power Consumption for the Biped Robots in a Single Support Phase

Vida Shams Esfanabadi, M. Rostami, Seyyed Mohammadali Rahmati, Soroush Sadeghnejad
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Abstract

Robots have to be able to move on different surfaces while ensuring the motion feasibility. One of the issues that have always attracted the attention of researchers in this field is optimization of power consumption along with maximum stability during the motion. Lots of basic gait parameters can be expressed by a planned seven-linked bipedal robot. In this study, parameter optimization being used in order to optimize the problem of motion obtained in a way that maximizing stability of robot and minimizing energy and also preserving its stability. Zero moment point scale is being used to calculate the stability of a robot. Experimental tests were performed for motion analysis of walking correctly and the results were validated. Finally, due to the presented model and optimized issue and predicted path, the robot can move like a person in a way that has maximum stability along with minimum power consumption. Comparison of experimental results versus presented model was used in each step to validate the accuracy of the proposed method.
双足机器人单支撑阶段的功耗优化
机器人必须能够在不同的表面上移动,同时保证运动的可行性。该领域研究人员一直关注的问题之一是优化功耗以及运动过程中的最大稳定性。规划的七连杆双足机器人可以表达许多基本的步态参数。在本研究中,为了优化得到的运动问题,采用参数优化的方法,使机器人的稳定性最大化,能量最小化,同时保持机器人的稳定性。零力矩点尺度被用来计算机器人的稳定性。对正确行走的运动分析进行了实验测试,并对结果进行了验证。最后,由于所提出的模型和优化问题以及预测路径,机器人可以像人一样以最小功耗和最大稳定性的方式移动。在每个步骤中,通过实验结果与模型的比较来验证所提方法的准确性。
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