A PINN-Based Nonlinear PMSM Electromagnetic Model Using Differential Inductance Theory

Traditional permanent-magnet synchronous motor (PMSM) models assume constant inductance parameters in the dq frame, attributing torque ripple solely to local non-sinusoidal disturbances while neglecting nonlinear effects like iron saturation, flux linkage spatial harmonics, and inter-axis mutual cou...

Full description

Bibliographic Details
Published in:Applied Sciences
Main Authors: Songyi Wang, Xinjian Wang
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/13/7162