A Context-Aware Multi-Event Identification Method for Nonintrusive Load Monitoring
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Consumer Electronics"
DOI: 10.1109/tce.2023.3236452
Abstract: Non-intrusive load monitoring (NILM) is a method that provides appliance power consumption information, which will help enhance the smart grid applications. This paper proposes an end-to-end NILM method for multi-event identification, which alleviates the challenges… read more here.
Keywords: event; event identification; method; multi event ... See more keywords
Power System Event Identification Based on Deep Neural Network With Information Loading
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Power Systems"
DOI: 10.1109/tpwrs.2021.3080279
Abstract: Online power system event identification and classification are crucial to enhancing the reliability of transmission systems. In this paper, we develop a deep neural network (DNN) based approach to identify and classify power system events… read more here.
Keywords: event identification; information loading; power; power system ... See more keywords