A latent variable approach to heat load prediction in thermal grids.
Johan SimonssonKhalid Tourkey AttaDave ZachariahWolfgang BirkPublished in: ECC (2020)
Keyphrases
- latent variables
- probabilistic model
- thermal conductivity
- air temperature
- prediction accuracy
- heat transfer
- electrical power
- latent variable models
- gaussian process
- hierarchical model
- prior knowledge
- infrared
- real valued
- latent space
- load forecasting
- hidden variables
- random variables
- grid computing
- topic models
- observed variables
- surface temperature
- graphical models
- hidden markov models
- decision trees