Optimal Energy Efficiency Based High-speed Flying Control Method for Hydraulic Quadruped Robot

IF 4.9 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Journal of Bionic Engineering Pub Date : 2024-04-06 DOI:10.1007/s42235-024-00509-3
Qingjun Yang, Zhenyang Zhang, Rui Zhu, Dianxin Wang
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Abstract

Herein, a control method based on the optimal energy efficiency of a hydraulic quadruped robot was proposed, which not only realizes the optimal energy efficiency of flying trot gait but also ensures the stability of high-speed movement. Concretely, the energy consumption per unit distance was adopted as the energy efficiency evaluation index based on the constant pressure oil supply characteristics of the hydraulic system, and the global optimization algorithm was adopted to solve the optimal parameters. Afterward, the gait parameters that affect the energy efficiency of quadruped were analyzed and the mapping relationship between each parameter and energy efficiency was captured, so as to select the optimum combination of energy efficiency parameters, which is significant to improve endurance capability. Furthermore, to ensure the stability of the high-speed flying trot gait motion of the hydraulic quadruped robot, the active compliance control strategy was employed. Lastly, the proposed method was successfully verified by simulations and experiments. The experimental results reveal that the flying trot gait of the hydraulic quadruped robot can be stably controlled at a speed of 2.2 m/s.

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基于最优能效的液压四足机器人高速飞行控制方法
摘要 本文提出了一种基于液压四足机器人最优能效的控制方法,既实现了飞奔步态的最优能效,又保证了高速运动的稳定性。具体来说,根据液压系统的恒压供油特性,采用单位距离能耗作为能效评价指标,并采用全局优化算法求解最优参数。随后,分析了影响四足动物能效的步态参数,并捕捉了各参数与能效之间的映射关系,从而选择出最优的能效参数组合,这对提高四足动物的续航能力具有重要意义。此外,为了保证液压四足机器人高速飞奔步态运动的稳定性,还采用了主动顺从控制策略。最后,通过仿真和实验成功验证了所提出的方法。实验结果表明,液压四足机器人的飞奔步态可以稳定地控制在 2.2 m/s 的速度下。
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来源期刊
Journal of Bionic Engineering
Journal of Bionic Engineering 工程技术-材料科学:生物材料
CiteScore
7.10
自引率
10.00%
发文量
162
审稿时长
10.0 months
期刊介绍: The Journal of Bionic Engineering (JBE) is a peer-reviewed journal that publishes original research papers and reviews that apply the knowledge learned from nature and biological systems to solve concrete engineering problems. The topics that JBE covers include but are not limited to: Mechanisms, kinematical mechanics and control of animal locomotion, development of mobile robots with walking (running and crawling), swimming or flying abilities inspired by animal locomotion. Structures, morphologies, composition and physical properties of natural and biomaterials; fabrication of new materials mimicking the properties and functions of natural and biomaterials. Biomedical materials, artificial organs and tissue engineering for medical applications; rehabilitation equipment and devices. Development of bioinspired computation methods and artificial intelligence for engineering applications.
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