Application of a Deep Learning Generative Model to Load Disaggregation for Industrial Machinery Power Consumption Monitoring.
Pedro B. M. MartinsJosé Gabriel Rodríguez Carneiro GomesVagner B. NascimentoAntonio R. de FreitasPublished in: SmartGridComm (2018)
Keyphrases
- power consumption
- generative model
- deep learning
- low power
- energy saving
- probabilistic model
- power reduction
- em algorithm
- power management
- prior knowledge
- energy efficiency
- high speed
- machine learning
- semi supervised
- deep belief networks
- data center
- high dimensional
- conditional random fields
- expectation maximization
- markov random field
- topic models
- object recognition
- unsupervised learning
- pattern recognition
- decision trees
- power dissipation
- model selection