基于Sobol灵敏度分析的足式机器人轻量化液压动力单元设计

IF 11.8 1区 工程技术 Q1 ENERGY & FUELS Energy Conversion and Management Pub Date : 2025-03-15 Epub Date: 2025-02-08 DOI:10.1016/j.enconman.2025.119620
Bin Yu, Huashun Li, Chengze Gu, Ao Shen, Shuai Zhang, Xu Liu, Jingbin Li, Kaixian Ba, Guoliang Ma, Xiangdong Kong
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引用次数: 0

摘要

减轻有腿机器人的重量可以提高其耐力、机动性和承载能力,使其能够执行更复杂的任务,例如从在平坦地形上行走过渡到执行具有挑战性的跳跃。液压动力单元(HPU)作为液压足式机器人的核心能量来源,其重量占整个机器人重量的50%以上,具有巨大的减重潜力。然而,HPU的设计和尺寸参数复杂,影响其重量的关键因素并不完全清楚,这给有针对性的优化带来了挑战。为解决上述问题,本文基于Sobol灵敏度分析法,设计了一种轻型的足式机器人液压动力单元。首先,建立了LHPU关键部件的权重模型,利用Sobol灵敏度分析法确定了影响其权重的关键参数;然后,对电机泵进行关键参数匹配优化,并对低压罐、过滤器、集成块等部件进行设计改进。最后,对LHPU进行了静态和动态特性测试。研究结果表明,LHPU可以稳定足式机器人所需的压力和流量输出,并实现超过40%的重量减轻。这项研究为先进移动系统的轻量化设计提供了重要的见解,提高了能源效率,移动性和负载能力。
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Design of lightweight hydraulic power unit for legged robots based on the Sobol sensitivity analysis
Reducing the weight of the legged robot improves its endurance, maneuverability, and carrying capacity, enabling it to perform more complex tasks, such as transitioning from walking on flat terrain to executing challenging jumps. As the core energy source of a hydraulic legged robot, the weight of hydraulic power unit (HPU) accounts for more than 50% of the entire robot, offering significant potential for weight reduction. However, the design and sizeing parameters of the HPU are complex, and the key factors influencing its weight are not fully unclear, making targeted optimization challenging. To solve the above problems, this paper designs a lightweight hydraulic power unit (LHPU) for the legged robot based on the Sobol sensitivity analysis method. First, a weight model for the LHPU’s key components is established, and the key parameters influencing its weight are determined using the Sobol sensitivity analysis method. Then, key parameters matching is optimized for the motor-pump, and design improvements are made to components like the low-pressure tank, filter, and integrated block. Finally, the LHPU is tested for static and dynamic characteristics. The findings demonstrate that the LHPU can stabilize the required pressure and flow outputs for the legged robot and achieve a weight reduction exceeding 40%. This research offers significant insights for the lightweight design of advanced mobile systems, enhancing energy efficiency, mobility, and load capacity.
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来源期刊
Energy Conversion and Management
Energy Conversion and Management 工程技术-力学
CiteScore
19.00
自引率
11.50%
发文量
1304
审稿时长
17 days
期刊介绍: The journal Energy Conversion and Management provides a forum for publishing original contributions and comprehensive technical review articles of interdisciplinary and original research on all important energy topics. The topics considered include energy generation, utilization, conversion, storage, transmission, conservation, management and sustainability. These topics typically involve various types of energy such as mechanical, thermal, nuclear, chemical, electromagnetic, magnetic and electric. These energy types cover all known energy resources, including renewable resources (e.g., solar, bio, hydro, wind, geothermal and ocean energy), fossil fuels and nuclear resources.
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