{"title":"Distributed air-conditioning system for multi-machine parallel collaborative operation in electric vehicles","authors":"Ding Peng, Gu Xiaoyong, Zhang Meijuan, Zhang Pengbo, Gaoliang","doi":"10.1007/s12053-025-10387-1","DOIUrl":null,"url":null,"abstract":"<div><p>Electric buses often face significant energy-consumption challenges, as air-conditioning units alone consume over 30% of such buses’ battery power at maximum capacity. To address this problem, we propose a distributed collaborative cooling method employing multiple refrigeration devices to reduce energy consumption by electric vehicle air-conditioning systems. Initially, numerical analysis is used to determine the heat load inside a vehicle, thereby facilitating the establishment of power and component models for multiple small refrigeration devices. Furthermore, a hybrid approach utilizing cameras and thermal infrared sensors is employed to detect passenger occupancy within a vehicle. The vehicle’s interior is divided into three zones—front, middle, and rear—each of which is equipped with a small refrigeration unit, rather than using a conventional single-unit configuration. The concept of the relative number of people ratio is introduced to gauge the requisite cooling capacity within the vehicle. Additionally, a novel method is proposed for pulse width modulation control of a refrigeration compressor, predicated on a comparison between the number of passengers and the interior temperature. High-temperature tests are conducted on an electric bus to evaluate the cooling performance and energy consumption of the novel refrigeration system across varying passenger loads. The results demonstrate that the system achieves the desired cooling effect while reducing energy consumption by up to 83.6% compared with traditional electric vehicle air-conditioning systems, thereby effectively extending the range of electric vehicles.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"18 8","pages":""},"PeriodicalIF":4.0000,"publicationDate":"2025-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy Efficiency","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s12053-025-10387-1","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 0
Abstract
Electric buses often face significant energy-consumption challenges, as air-conditioning units alone consume over 30% of such buses’ battery power at maximum capacity. To address this problem, we propose a distributed collaborative cooling method employing multiple refrigeration devices to reduce energy consumption by electric vehicle air-conditioning systems. Initially, numerical analysis is used to determine the heat load inside a vehicle, thereby facilitating the establishment of power and component models for multiple small refrigeration devices. Furthermore, a hybrid approach utilizing cameras and thermal infrared sensors is employed to detect passenger occupancy within a vehicle. The vehicle’s interior is divided into three zones—front, middle, and rear—each of which is equipped with a small refrigeration unit, rather than using a conventional single-unit configuration. The concept of the relative number of people ratio is introduced to gauge the requisite cooling capacity within the vehicle. Additionally, a novel method is proposed for pulse width modulation control of a refrigeration compressor, predicated on a comparison between the number of passengers and the interior temperature. High-temperature tests are conducted on an electric bus to evaluate the cooling performance and energy consumption of the novel refrigeration system across varying passenger loads. The results demonstrate that the system achieves the desired cooling effect while reducing energy consumption by up to 83.6% compared with traditional electric vehicle air-conditioning systems, thereby effectively extending the range of electric vehicles.
期刊介绍:
The journal Energy Efficiency covers wide-ranging aspects of energy efficiency in the residential, tertiary, industrial and transport sectors. Coverage includes a number of different topics and disciplines including energy efficiency policies at local, regional, national and international levels; long term impact of energy efficiency; technologies to improve energy efficiency; consumer behavior and the dynamics of consumption; socio-economic impacts of energy efficiency measures; energy efficiency as a virtual utility; transportation issues; building issues; energy management systems and energy services; energy planning and risk assessment; energy efficiency in developing countries and economies in transition; non-energy benefits of energy efficiency and opportunities for policy integration; energy education and training, and emerging technologies. See Aims and Scope for more details.