Sensitivity Analysis and Uncertainty Quantification of Thermal Behavior for Permanent Magnet Synchronous Machines
Dawei Liang, Z. Q. Zhu, Petrica Taras, Reza Nilifard, Ziad Azar, Nima Madani
Abstract
Uncertainty is a key issue in thermal analysis and management for permanent magnet (PM) synchronous machines (PMSMs) and always occurs in both conduction and convection heat transfers. However, this issue has not been evaluated thoroughly, especially for outer rotor PMSMs. Therefore, this paper presents a comprehensive sensitivity analysis with uncertainty quantification for outer rotor PMSMs, and the influences of more than 20 uncertain factors on temperature rises of winding and PM are evaluated. The investigated uncertainties include the convection coefficients under different cooling methods, the main machine losses, the interface gaps, and the materials’ thermal conductivities. Furthermore, the most critical uncertain factors are determined based on a well-calibrated finite element analysis (FEA) model. Finally, the employed FEA model is validated experimentally under different cooling conditions.