A comprehensive assessment of PV inverters operating with droop control for overvoltage mitigation in LV distribution networks PP Vergara, M Salazar, TT Mai, PH Nguyen, H Slootweg Renewable Energy 159, 172-183, 2020 | 54 | 2020 |
Optimal dispatch of PV inverters in unbalanced distribution systems using reinforcement learning PP Vergara, M Salazar, JS Giraldo, P Palensky International Journal of Electrical Power & Energy Systems 136, 107628, 2022 | 21 | 2022 |
Conditional multivariate elliptical copulas to model residential load profiles from smart meter data EMS Duque, PP Vergara, PH Nguyen, A van der Molen, JG Slootweg IEEE Transactions on Smart Grid 12 (5), 4280-4294, 2021 | 20 | 2021 |
Community energy storage operation via reinforcement learning with eligibility traces EMS Duque, JS Giraldo, PP Vergara, P Nguyen, A Van Der Molen, ... Electric Power Systems Research 212, 108515, 2022 | 13 | 2022 |
Improving Clustering-Based Forecasting of Aggregated Distribution Transformer Loadings With Gradient Boosting and Feature Selection G Rouwhorst, EMS Duque, PH Nguyen, H Slootweg IEEE Access 10, 443-455, 2021 | 5 | 2021 |
Performance comparison of deep RL algorithms for energy systems optimal scheduling H Shengren, EM Salazar, PP Vergara, P Palensky 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2022 | 4 | 2022 |
A compensation mechanism for EV flexibility services using discrete utility functions JS Giraldo, NB Arias, EMS Duque, G Hoogsteen, JL Hurink 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2022 | 4 | 2022 |
Optimal operation of community energy storage using stochastic gradient boosting trees JS Giraldo, M Salazar, PP Vergara, G Tsaousoglou, JG Slootweg, ... 2021 IEEE Madrid PowerTech, 1-6, 2021 | 4 | 2021 |
Data driven framework for load profile generation in medium voltage networks via transfer learning M Salazar, I Dukovska, PH Nguyen, R Bernards, HJG Slootweg 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 909-913, 2020 | 4 | 2020 |
Stochastic modelling of the correlation between transformer loading and distributed energy resources in LV distribution networks TT Mai, M Salazar, NA Haque, PH Nguyen CIRED 2020 Berlin Workshop (CIRED 2020) 2020, 480-483, 2020 | 4 | 2020 |
Risk-Aware Operating Regions for PV-Rich Distribution Networks Considering Irradiance Variability EMS Duque, JS Giraldo, PP Vergara, PH Nguyen, A Van Der Molen, ... IEEE Transactions on Sustainable Energy, 2023 | 3 | 2023 |
Optimal energy system scheduling using a constraint-aware reinforcement learning algorithm H Shengren, PP Vergara, EMS Duque, P Palensky International Journal of Electrical Power & Energy Systems 152, 109230, 2023 | 2 | 2023 |
A Mixed-integer Linear Programming Model for Defining Customer Export Limit in PV-rich Low-voltage Distribution Networks PP Vergara, JS Giraldo, M Salazar, NK Panda, PH Nguyen Journal of Modern Power Systems and Clean Energy 11 (1), 191-200, 2023 | 2 | 2023 |
Comparative assessment of generative models for transformer-and consumer-level load profiles generation W Xia, H Huang, EMS Duque, S Hou, P Palensky, PP Vergara Sustainable Energy, Grids and Networks 38, 101338, 2024 | 1 | 2024 |
Tensor Power Flow Formulations for Multidimensional Analyses in Distribution Systems EMS Duque, JS Giraldo, PP Vergara, PH Nguyen arXiv preprint arXiv:2403.04578, 2024 | | 2024 |
A Constraint Enforcement Deep Reinforcement Learning Framework for Optimal Energy Storage Systems Dispatch S Hou, EMS Duque, P Palensky, PP Vergara arXiv preprint arXiv:2307.14304, 2023 | | 2023 |
Faster Convergence in the Free Central Limit Theorem M Salazar Complex Analysis and Operator Theory 17 (5), 66, 2023 | | 2023 |
Optimal Energy Scheduling of Flexible Industrial Prosumers via Reinforcement Learning N van den Bovenkamp, JS Giraldo, EMS Duque, PP Vergara, ... 2023 IEEE Belgrade PowerTech, 1-6, 2023 | | 2023 |
A note on the rate of convergence in the Boolean central limit theorem M Salazar Infinite Dimensional Analysis, Quantum Probability and Related Topics 26 (01 …, 2023 | | 2023 |
Estimating PV Curtailed Power as a Voltage Support Service using Data-Driven Approaches G Verhoeven, PP Vergara, EMS Duque, K Kok 2022 International Conference on Smart Energy Systems and Technologies (SEST …, 2022 | | 2022 |