Data Driven Framework for Load Profile Generation in Medium Voltage Networks via Transfer Learning. - Mauricio Salazar 001; Irena Dukovska; Phuong H. Nguyen; Raoul Bernards; Han J. G. Slootweg (ISGT-Europe, 2020)

Conditional Multivariate Elliptical Copulas to Model Residential Load Profiles From Smart Meter Data. - Edgar Mauricio Salazar Duque; Pedro P. Vergara; Phuong H. Nguyen; Anne van der Molen; Johannes G. Slootweg (IEEE Trans. Smart Grid, 2021)

A Compensation Mechanism for EV Flexibility Services using Discrete Utility Functions. - Juan S. Giraldo; Nataly Bañol Arias; Edgar Mauricio Salazar Duque; Gerwin Hoogsteen; Johann L. Hurink (ISGT-Europe, 2022)

Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling. - Hou Shengren; Edgar Mauricio Salazar Duque; Pedro P. Vergara; Peter Palensky (ISGT-Europe, 2022)

Improving Clustering-Based Forecasting of Aggregated Distribution Transformer Loadings With Gradient Boosting and Feature Selection. - George Rouwhorst; Edgar Mauricio Salazar Duque; Phuong H. Nguyen; Han Slootweg (IEEE Access, 2022)

Optimal Energy System Scheduling Using A Constraint-Aware Reinforcement Learning Algorithm. - Hou Shengren; Pedro P. Vergara; Edgar Mauricio Salazar Duque; Peter Palensky (CoRR, 2023)

A Constraint Enforcement Deep Reinforcement Learning Framework for Optimal Energy Storage Systems Dispatch. - Shengren Hou; Edgar Mauricio Salazar Duque; Peter Palensky; Pedro P. Vergara (CoRR, 2023)

Linear Reinforcement Learning for Energy Storage Systems Optimal Dispatch. - Shuyi Gao; Shengren Hou; Edgar Mauricio Salazar Duque; Peter Palensky; Pedro P. Vergara (ISGT EUROPE, 2024)

Tensor Power Flow Formulations for Multidimensional Analyses in Distribution Systems. - Edgar Mauricio Salazar Duque; Juan S. Giraldo; Pedro P. Vergara; Phuong H. Nguyen; Han Slootweg (CoRR, 2024)

RL-ADN: A High-Performance Deep Reinforcement Learning Environment for Optimal Energy Storage Systems Dispatch in Active Distribution Networks. - Shengren Hou; Shuyi Gao; Weijie Xia; Edgar Mauricio Salazar Duque; Peter Palensky; Pedro P. Vergara (CoRR, 2024)

Lower Dimensional Spherical Representation of Medium Voltage Load Profiles for Visualization, Outlier Detection, and Generative Modelling. - Edgar Mauricio Salazar Duque; Bart van der Holst; Pedro P. Vergara; Juan S. Giraldo; Phuong H. Nguyen; Anne van der Molen; Han Slootweg (CoRR, 2024)