{"title":"纯电动汽车双行星齿轮组四模构型综合筛选优化搜索方法","authors":"Yang Tian , Yusen Miao , Jiahao Qin , Yahui Zhang , Nong Zhang , Guilin Wen","doi":"10.1016/j.mechmachtheory.2025.106021","DOIUrl":null,"url":null,"abstract":"<div><div>Planetary gear sets (PGS) are regarded for their compact structure, high efficiency, and other advantages. They have been successfully implemented in several battery electric vehicles, delivering outstanding performance. This paper examines a dual-motor, dual-PGS four-mode configuration and introduces an innovative matrix-based search method. This approach integrates configuration synthesis, screening, and optimization to identify the most appropriate structure and parameters for the vehicle intended to utilize this configuration. In this process, connection units and structure matrices are defined to complete configuration synthesis. By leveraging the characteristics of PGS and the structure matrices, the speed, torque, and efficiency are calculated for each working mode. Configuration screening is conducted based on the performance requirements of the motor, PGS, and vehicle to preemptively eliminate unqualified configurations. To reduce the computational burden of configuration optimization, a novel energy management strategy is designed that approximates the performance of dynamic programming. This search method is applied to an example vehicle. The results demonstrate that this method can effectively search for the optimal configuration and corresponding parameters under specific requirements.</div></div>","PeriodicalId":49845,"journal":{"name":"Mechanism and Machine Theory","volume":"211 ","pages":"Article 106021"},"PeriodicalIF":4.5000,"publicationDate":"2025-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A search method integrating configuration synthesis, screening, and optimization for a dual-planetary gear set four-mode configuration in battery electric vehicles\",\"authors\":\"Yang Tian , Yusen Miao , Jiahao Qin , Yahui Zhang , Nong Zhang , Guilin Wen\",\"doi\":\"10.1016/j.mechmachtheory.2025.106021\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Planetary gear sets (PGS) are regarded for their compact structure, high efficiency, and other advantages. They have been successfully implemented in several battery electric vehicles, delivering outstanding performance. This paper examines a dual-motor, dual-PGS four-mode configuration and introduces an innovative matrix-based search method. This approach integrates configuration synthesis, screening, and optimization to identify the most appropriate structure and parameters for the vehicle intended to utilize this configuration. In this process, connection units and structure matrices are defined to complete configuration synthesis. By leveraging the characteristics of PGS and the structure matrices, the speed, torque, and efficiency are calculated for each working mode. Configuration screening is conducted based on the performance requirements of the motor, PGS, and vehicle to preemptively eliminate unqualified configurations. To reduce the computational burden of configuration optimization, a novel energy management strategy is designed that approximates the performance of dynamic programming. This search method is applied to an example vehicle. The results demonstrate that this method can effectively search for the optimal configuration and corresponding parameters under specific requirements.</div></div>\",\"PeriodicalId\":49845,\"journal\":{\"name\":\"Mechanism and Machine Theory\",\"volume\":\"211 \",\"pages\":\"Article 106021\"},\"PeriodicalIF\":4.5000,\"publicationDate\":\"2025-04-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Mechanism and Machine Theory\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0094114X25001107\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, MECHANICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mechanism and Machine Theory","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0094114X25001107","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MECHANICAL","Score":null,"Total":0}
A search method integrating configuration synthesis, screening, and optimization for a dual-planetary gear set four-mode configuration in battery electric vehicles
Planetary gear sets (PGS) are regarded for their compact structure, high efficiency, and other advantages. They have been successfully implemented in several battery electric vehicles, delivering outstanding performance. This paper examines a dual-motor, dual-PGS four-mode configuration and introduces an innovative matrix-based search method. This approach integrates configuration synthesis, screening, and optimization to identify the most appropriate structure and parameters for the vehicle intended to utilize this configuration. In this process, connection units and structure matrices are defined to complete configuration synthesis. By leveraging the characteristics of PGS and the structure matrices, the speed, torque, and efficiency are calculated for each working mode. Configuration screening is conducted based on the performance requirements of the motor, PGS, and vehicle to preemptively eliminate unqualified configurations. To reduce the computational burden of configuration optimization, a novel energy management strategy is designed that approximates the performance of dynamic programming. This search method is applied to an example vehicle. The results demonstrate that this method can effectively search for the optimal configuration and corresponding parameters under specific requirements.
期刊介绍:
Mechanism and Machine Theory provides a medium of communication between engineers and scientists engaged in research and development within the fields of knowledge embraced by IFToMM, the International Federation for the Promotion of Mechanism and Machine Science, therefore affiliated with IFToMM as its official research journal.
The main topics are:
Design Theory and Methodology;
Haptics and Human-Machine-Interfaces;
Robotics, Mechatronics and Micro-Machines;
Mechanisms, Mechanical Transmissions and Machines;
Kinematics, Dynamics, and Control of Mechanical Systems;
Applications to Bioengineering and Molecular Chemistry