Method to Embed Behavioral Battery Model in Predictive Energy Management Systems.
Axel SutterTomasz T. GoreckiShubham S. BhoirPublished in: ISGT EUROPE (2023)
Keyphrases
- management system
- mathematical model
- probabilistic model
- statistical model
- objective function
- evaluation method
- cost function
- study proposes
- predictive model
- regression analysis
- input data
- test data
- classification method
- markov model
- sensitivity analysis
- energy function
- evaluation model
- modeling method
- parameter estimation
- detection method
- segmentation method
- probability distribution
- linear model
- significant improvement
- prior knowledge
- optimization model
- prediction model
- optimization method
- hybrid method
- analytical model
- preprocessing
- tree structure
- theoretical analysis
- statistical methods
- model selection
- similarity measure
- reconstruction method
- pairwise
- artificial neural networks
- high accuracy
- graph cuts
- em algorithm
- hybrid model
- network model
- energy consumption
- high order
- energy minimization
- prior information