| 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 | 67 | 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 | 33 | 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 | 33 | 2021 |
| 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 | 26 | 2023 |
| 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 | 23 | 2022 |
| 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 | 16 | 2022 |
| 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 14 (4), 2092-2108, 2023 | 12 | 2023 |
| 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 | 10 | 2021 |
| 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 | 8 | 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 | 7 | 2024 |
| 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 | 6 | 2022 |
| 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 | 6 | 2020 |
| 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 | 5 | 2023 |
| 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 | 5 | 2021 |
| 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 |
| Tensor power flow formulations for multidimensional analyses in distribution systems EMS Duque, JS Giraldo, PP Vergara, PH Nguyen, HJG Slootweg International Journal of Electrical Power & Energy Systems 162, 110275, 2024 | 2 | 2024 |
| A mix-integer programming based deep reinforcement learning framework for optimal dispatch of energy storage system in distribution networks S Hou, EM Salazar, P Palensky, Q Chen, PP Vergara Journal of Modern Power Systems and Clean Energy, 2024 | 2 | 2024 |
| DistFlow Safe Reinforcement Learning Algorithm for Voltage Magnitude Regulation in Distribution Networks S Hou, A Fu, EMS Duque, P Palensky, Q Chen, PP Vergara Journal of Modern Power Systems and Clean Energy, 2024 | 2 | 2024 |
| RL-ADN: A High-Performance Deep Reinforcement Learning Environment for Optimal Energy Storage Systems Dispatch in Active Distribution Networks S Hou, S Gao, W Xia, EMS Duque, P Palensky, PP Vergara arXiv preprint arXiv:2408.03685, 2024 | 2 | 2024 |
| 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 | 2 | 2023 |
Pedro P. VergaraAssistant Professor - Delft University of TechnologyVerified email at tudelft.nl