Data-Driven Modeling of Aggregate Flexibility Under Uncertain and Non-Convex Device Models.
Sina TaheriVassilis KekatosSriharsha VeeramachaneniBaosen ZhangPublished in: IEEE Trans. Smart Grid (2022)
Keyphrases
- data driven
- model driven
- modeling method
- model validation
- statistical models
- modeling framework
- probabilistic model
- prior knowledge
- mathematical modeling
- learning algorithm
- neural network
- piecewise linear
- models built
- hybrid models
- statistical modeling
- model construction
- computational models
- hybrid model
- mathematical models
- statistical model
- parameter estimation
- sufficient conditions
- decision trees
- feature selection
- information systems
- genetic algorithm