Model compendium, data, and optimization benchmarks for sector-coupled energy systems.
Susanne SassTimm FaulwasserDinah Elena HollermannChrysoula Dimitra KappatouDominique SauerThomas SchützDavid Yang ShuAndré BardowLutz GröllVeit HagenmeyerDirk MüllerAlexander MitsosPublished in: Comput. Chem. Eng. (2020)
Keyphrases
- experimental data
- data sets
- input data
- mathematical model
- data analysis
- prior knowledge
- management system
- energy minimization
- synthetic data
- optimization process
- genetic algorithm
- data processing
- neural network
- image data
- test data
- computational models
- training data
- similarity measure
- learning models
- raw data
- data quality
- data collection
- missing data
- computational model
- high dimensional data
- knowledge discovery
- data points
- probabilistic model
- high level
- database
- empirical data
- measured data
- optimization model
- statistical methods
- network structure
- complex systems
- graph cuts
- objective function
- decision trees