Sensors (Basel, Switzerland)
A Hybrid Federated Learning Framework for Enhancing Privacy and Robustness in Non-Intrusive Load Monitoring.
Jing Rong, Qiuzhan Zhou, Huinan Wu
Published: 202610.3390/s26020443
Abstract
Non-intrusive load monitoring (NILM), as a key technology in smart-grid advanced metering infrastructure, aims to disaggregate mains power from smart meters into individual load-level power consumption. Traditional NILM methods require centralizing s…
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