Edgar Mauricio Salazar Duque

Optimal energy system scheduling using a constraint-aware reinforcement learning algorithm

Shengren Hou, Pedro P. Vergara, Edgar Mauricio Salazar Duque et al. · International Journal of Electrical Power & Energy Systems · 2023 · 50 citations · Full text

Computing, Computational Engineering, Machine Learning +16

Conditional Multivariate Elliptical Copulas to Model Residential Load Profiles From Smart Meter Data

Edgar Mauricio Salazar Duque, Pedro P. Vergara, Phuong H. Nguyen et al. · IEEE Transactions on Smart Grid · 2021 · 40 citations · Full text

Computing, Data Science, Energy Management +16

Optimal dispatch of PV inverters in unbalanced distribution systems using Reinforcement Learning

Pedro P. Vergara, Edgar Mauricio Salazar Duque, Juan S. Giraldo et al. · International Journal of Electrical Power & Energy Systems · 2021 · 33 citations · Full text

Agriculture, Decision Sciences, Markov Decision Processes +16

Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling

Shengren Hou, Edgar Mauricio Salazar Duque, Pedro P. Vergara et al. · 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) · 2022 · 26 citations

Computing, Computational Engineering, Machine Learning +13

Community energy storage operation via reinforcement learning with eligibility traces

Edgar Mauricio Salazar Duque, Juan S. Giraldo, Pedro P. Vergara et al. · Electric Power Systems Research · 2022 · 21 citations · Full text

Engineering, Decision Sciences, Energy Management +16