Author

Tian-Hang Tan

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Preprint Aug 2026

A Real-Time Tsetlin Machine-based Non-intrusive Load Monitoring System on MCUs

A Tsetlin Machine (TM)-based NILM framework is proposed, targeting real-time applications on resource-constrained microcontrollers (MCUs), enabling privacy-preserving edge deployment and achieves an average precision of 90% and recall of 96% for two-appliance classification.

Han Wu, Tian-Hang Tan, Shengyu Duan et al. · 0 citations