학술논문

Implementation of a Metamodel-Based Optimization for the Design of a High Power Density Wound Field Traction Motor
Document Type
Periodical
Source
IEEE Transactions on Industry Applications IEEE Trans. on Ind. Applicat. Industry Applications, IEEE Transactions on. 59(6):6726-6735 Jan, 2023
Subject
Power, Energy and Industry Applications
Signal Processing and Analysis
Fields, Waves and Electromagnetics
Components, Circuits, Devices and Systems
Optimization
Windings
Rotors
Traction motors
Geometry
Stator windings
Wires
Electric vehicle (EV)
electrically excited synchronous machine (EESM)
hairpin winding
high power density motor
metamodel-based optimization
traction motor
wound field synchronous machine (WFSM)
Language
ISSN
0093-9994
1939-9367
Abstract
Traction motors onboard electric vehicles (EVs) are faced with ever-increasing power density requirements and cost reduction challenges. Although permanent magnet (PM) traction motors have been favored for their potential of higher power densities, the price and supply volatility of PM materials are the major drawbacks. Instead of a single load point, the performance of a traction motor needs to be optimized over various combinations of torque and speed to represent real-world vehicular driving scenarios, which tends to be a time-consuming task with direct optimizations. In this article, as a PM-free solution, a wound field synchronous motor (WFSM) is designed and optimized using a metamodel-based approach to maximize its efficiency over a custom set of load points, while utilizing a fully per-unitized geometry template. The workflow has proven to be timesaving and the optimal design is prototyped and tested.