2 papers
math.OC2025
Towards Exact Temporal Aggregation of Time-Coupled Energy Storage Models via Active Constraint Set Identification and Machine Learning
Thomas Klatzer, David Cardona-Vasquez, Luca Santosuosso +1
Time series aggregation (TSA) aims to construct temporally aggregated optimization models that accurately represent the output space of their full-scale counterparts while using a…
math.OC2023
Enhancing Time Series Aggregation For Power System Optimization Models: Incorporating Network and Ramping Constraints
David Cardona-Vasquez, Thomas Klatzer, Sonja Wogrin
Power system optimization models are large mathematical models used by researchers and policymakers that pose tractability issues when representing real-world systems. Several aggr…