Design and Analysis of PM Machines for personal Mobility Applications Considering Safety Regulations

Citations

SCOPUS

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초록

This paper presents the design and development of a permanent magnet (PM) traction machine for electric kick scooters (e-scooters). The research work starts with a benchmarking study of an existing commercial model to identify areas for improvement. The benchmarking study revealed that the traction machine used in the commercial e-scooter is overdesigned and its maximum speed is limited by software threshold. Following the benchmarking study, the tractive forces of an e-scooter were calculated to identify design specifications taking into account safety regulations and typical performance requirements. Then, the design process of an outer-rotor PM machine that meets the required design specifications is presented. This PM machine is designed for a maximum vehicle speed of 25 km/h without using a reduction gear. The proposed design process utilizes the characteristic current of the PM machine as a key constraint to efficiently search for an optimal solution. The optimal solution is found by using a surrogate-based metaheuristic optimization algorithm. Finally, simulation results show that the torque density of the proposed gearless design was found to be 39% higher than the benchmark design while meeting performance requirements and safety regulations. © 2023 IEEE.

키워드

characteristic currentdirect-drive applicationsdriving cyclesouter-rotor PM machinepersonal mobilitysurrogate-based metaheuristic optimization algorithm
제목
Design and Analysis of PM Machines for personal Mobility Applications Considering Safety Regulations
저자
Jang, Gwan-HuiChoi, MingyuChoi, Gilsu
DOI
10.1109/ECCE53617.2023.10362410
발행일
2023
유형
Conference paper
저널명
2023 IEEE Energy Conversion Congress and Exposition, ECCE 2023
페이지
2070 ~ 2075