A hybrid model for appliance classification based on time series features
Sign Up to like & getrecommendations! Published in 2019 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2019.05.028
Abstract: Abstract The non-intrusive load monitoring, which gets the energy usage information of each appliance by analyzing the aggregative signal in the centralized point is beneficial to electrical power savings of buildings. As an important step… read more here.
Keywords: time series; series features; model; appliance ... See more keywords
Multilabel Appliance Classification With Weakly Labeled Data for Non-Intrusive Load Monitoring
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Smart Grid"
DOI: 10.1109/tsg.2022.3191908
Abstract: Non-Intrusive Load Monitoring consists in estimating the power consumption or the states of the appliances using electrical parameters acquired from a single metering point. State-of-the-art approaches are based on deep neural networks, and for training,… read more here.
Keywords: intrusive load; appliance classification; labeled data; weakly labeled ... See more keywords