Data-Driven Permanent Magnet Temperature Estimation in Synchronous Motors with Supervised Machine Learning

Wilhelm Kirchgässner, Oliver Wallscheid, Joachim Böcker

Monitoring the magnet temperature in permanent magnet synchronous motors (PMSMs) for automotive applications is a challenging task for several decades now, as signal injection or s…