基于注意力机制的永磁同步电机转子温度估计深度学习方法

Accurate real-time temperature estimation in permanent magnet synchronous motors is critical for safe and efficient operation. This article presents an attention-based deep learning framework that addresses key challenges of practical deployment: model efficiency, stability, and ease of implementation. The proposed lightweight encoder-GRU architecture is systematically evaluated against convention...