Stavros Sykiotis

Continilm: A Continual Learning Scheme for Non-Intrusive Load Monitoring

Non-intrusive load monitoring (NILM) is considered an efficient approach to infer the consumption pattern of household appliances from the aggregate consumption signal. Continual adaptability is an important aspect of practical NILM applications, as they usually require frequent post-deployment main…