TY - GEN
T1 - Optimisation of Additively Manufactured Hairpin Windings for High Power Density Traction Motors
AU - Tesfamikael, Hadish Habte
AU - Notari, Riccardo
AU - Murataliyev, Mukhammed
AU - Wang, Meiqi
AU - Gerada, Chris
AU - Degano, Michele
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - Despite the widespread use of hairpin winding (HW) in electric vehicle (EV) traction motors, several AC loss phenomena hinder its broader application at higher operating frequencies. This paper investigates methods for reducing AC copper losses, focusing on both design approaches and advanced manufacturing techniques, particularly additive manufacturing (AM). A comprehensive analysis of various HW layouts is conducted, evaluating AC copper losses through finite element (FE) and analytical approaches, while considering the effects of circulating currents and short pitching. Detailed analysis of a HW motor is performed to address the influence of magnetic saturation and rotor-magnetomotive force (MMF) on AC copper losses. Moreover, sizing of HW dimensions at a specific operating speed is carried out analytically and validated using FE analysis, with the aim of minimizing high-frequency losses. The potential of AM to enhance manufacturing flexibility and facilitate conductor size optimization is briefly explored. A case study with in-depth optimization is performed to determine the optimal HW dimensions at representative operating points along the torque-speed curve. As a result, the most suitable HW design for EV applications is proposed and benchmarked against results from rigorous optimization processes.
AB - Despite the widespread use of hairpin winding (HW) in electric vehicle (EV) traction motors, several AC loss phenomena hinder its broader application at higher operating frequencies. This paper investigates methods for reducing AC copper losses, focusing on both design approaches and advanced manufacturing techniques, particularly additive manufacturing (AM). A comprehensive analysis of various HW layouts is conducted, evaluating AC copper losses through finite element (FE) and analytical approaches, while considering the effects of circulating currents and short pitching. Detailed analysis of a HW motor is performed to address the influence of magnetic saturation and rotor-magnetomotive force (MMF) on AC copper losses. Moreover, sizing of HW dimensions at a specific operating speed is carried out analytically and validated using FE analysis, with the aim of minimizing high-frequency losses. The potential of AM to enhance manufacturing flexibility and facilitate conductor size optimization is briefly explored. A case study with in-depth optimization is performed to determine the optimal HW dimensions at representative operating points along the torque-speed curve. As a result, the most suitable HW design for EV applications is proposed and benchmarked against results from rigorous optimization processes.
KW - AC loss
KW - additive manufacturing
KW - hairpin windings
KW - multi-objective optimization (MOO)
KW - winding layouts
UR - https://www.scopus.com/pages/publications/105010772099
U2 - 10.1109/IEMDC60492.2025.11061039
DO - 10.1109/IEMDC60492.2025.11061039
M3 - Conference contribution
AN - SCOPUS:105010772099
T3 - International Electric Machines and Drives Conference, IEMDC 2025
SP - 846
EP - 852
BT - International Electric Machines and Drives Conference, IEMDC 2025
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2025 IEEE International Electric Machines and Drives Conference, IEMDC 2025
Y2 - 18 May 2025 through 21 May 2025
ER -