A Method for model-reduction of nonlinear building thermal dynamics.
Siddharth GoyalPrabir BarooahPublished in: ACC (2011)
Keyphrases
- probabilistic model
- high order
- prior knowledge
- statistical model
- theoretical analysis
- modeling method
- optimization method
- cost function
- closed form
- mathematical model
- test data
- reduction method
- dynamic programming
- pairwise
- objective function
- prediction model
- recognition algorithm
- evaluation method
- sensitivity analysis
- segmentation method
- detection method
- reconstruction method
- em algorithm
- significant improvement
- linear model
- autoregressive
- spatial structure
- similarity measure
- recurrent neural network model
- linear regression
- prior information
- tree structure
- energy function
- parameter estimation
- probability distribution
- classification method
- gaussian distribution
- classification algorithm
- maximum likelihood
- input data
- generalized linear
- feature space