Optimizing zone temperature setpoint excitation to minimize training data for data-driven dynamic building models.
Jie CaiDonghun KimJames E. BraunJianghai HuPublished in: ACC (2016)
Keyphrases
- data driven
- training data
- experimental data
- prior knowledge
- classification models
- statistical models
- dynamic environments
- decision trees
- domain knowledge
- unseen data
- probabilistic model
- information retrieval
- statistical model
- incomplete data
- model selection
- learning algorithm
- test data
- neural network
- data sets
- database