Bin Yu, Huashun Li, Chengze Gu, Ao Shen, Shuai Zhang, Xu Liu, Jingbin Li, Kaixian Ba, Guoliang Ma, Xiangdong Kong
{"title":"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","authors":"Bin Yu, Huashun Li, Chengze Gu, Ao Shen, Shuai Zhang, Xu Liu, Jingbin Li, Kaixian Ba, Guoliang Ma, Xiangdong Kong","doi":"10.1016/j.enconman.2025.119620","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":11664,"journal":{"name":"Energy Conversion and Management","volume":"328 ","pages":"Article 119620"},"PeriodicalIF":11.8000,"publicationDate":"2025-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Design of lightweight hydraulic power unit for legged robots based on the Sobol sensitivity analysis\",\"authors\":\"Bin Yu, Huashun Li, Chengze Gu, Ao Shen, Shuai Zhang, Xu Liu, Jingbin Li, Kaixian Ba, Guoliang Ma, Xiangdong Kong\",\"doi\":\"10.1016/j.enconman.2025.119620\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>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.</div></div>\",\"PeriodicalId\":11664,\"journal\":{\"name\":\"Energy Conversion and Management\",\"volume\":\"328 \",\"pages\":\"Article 119620\"},\"PeriodicalIF\":11.8000,\"publicationDate\":\"2025-03-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Energy Conversion and Management\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0196890425001438\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/2/8 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy Conversion and Management","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0196890425001438","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/2/8 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
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.
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.