Publications

You can also find my articles on my Google Scholar profile.

Journal Articles


Disaggregation of energy system optimization models using machine learning for identification of active constraints

Published in Sustainable Energy, Grids and Networks, 2025

Disaggregation of energy system optimization models using machine learning for identification of active constraints.

Recommended citation: Cardona-Vasquez, D., Konrad, A., Werner, Y., Wogrin, S. (2025). "Disaggregation of energy system optimization models using machine learning for identification of active constraints." Sustainable Energy, Grids and Networks. 43(101772).

Effect of the intermittency of non-conventional renewable energy sources on the volatility of the Colombian spot price

Published in Renewable Energy, 2024

Enhanced Time Series Aggregation for energy system models using an a-posteriori approach based on sets of active constraints.

Recommended citation: Cardona-Vasquez, D., Garcia-Rendon, J., Arango-Manrique, A. (2024). "EEffect of the intermittency of non-conventional renewable energy sources on the volatility of the Colombian spot price." Renewable Energy. 232(121073).

On the aggregation of input data for energy system models

Published in Elektrotechnik und Informationstechnik, 2022

Exploratory analysis of the effects of different input-data aggregation strategies on the accuracy and tractability of energy system models

Recommended citation: Cardona-Vasquez, D., DiTondo, D., Wogrin, S. (2022). "On the aggregation of input data for energy system models." Elektrotechnik und Informationstechnik. 139(8).