Energformer: A New Transformer Model for Energy Disaggregation.
Georgios-Fotios AngelisChristos TimplalexisAthanasios I. SalamanisStelios KrinidisDimosthenis IoannidisDionysios D. KehagiasDimitrios TzovarasPublished in: IEEE Trans. Consumer Electron. (2023)
Keyphrases
- conceptual model
- prior knowledge
- cost function
- probabilistic model
- probability distribution
- database
- theoretical framework
- formal model
- experimental data
- maximum likelihood
- energy saving
- network model
- neural network model
- sensitivity analysis
- statistical model
- mathematical model
- fuzzy logic
- management system
- reinforcement learning
- decision making
- neural network