Bayesian model of electrical heating disaggregation.
François CulièreLaetitia LeducAlexander BelikovPublished in: NILM@SenSys (2020)
Keyphrases
- bayesian model
- bayesian framework
- bayesian inference
- energy saving
- energy consumption
- conditional probabilities
- multi task learning
- bayesian models
- prior probabilities
- dirichlet process mixture models
- prior knowledge
- posterior distribution
- least squares
- incremental learning
- learning experience
- active learning
- high resolution
- machine learning