Author

Yunting Liu

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Jul 2026

Ultra-Low-Energy Open-Circuit Fault Diagnosis for Three-Phase Inverters

This work proposes an event-driven neuromorphic framework for energy-efficient open-circuit (OC) fault diagnosis and achieves 11 microjoules per diagnosis, corresponding to a 382 times inference-energy reduction compared with a GPU-based CNN, while maintaining 100% diagnostic accuracy.

Xiaoyi Lei, Fanfu Wu, Yun-Ting Liu · arXiv.org · 0 citations