Pedro P. Vergara

1. PowerFlowNet: Power Flow Approximation Using Message Passing Graph Neural Networks
   2023/11/06 by Nan Lin, Stavros Orfanoudakis, Lin, Nan +7 · 7 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Low-power high-performance VLSI design #Machine Learning (cs.LG) #Smart Grid Security and Resilience #Software-Defined Networks and 5G #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Optimal Energy System Scheduling Using A Constraint-Aware Reinforcement Learning Algorithm
   2023/05/09 by Shengren Hou, Pedro P. Vergara, Shengren, Hou +5 · 2 citations
   Engineering · #Electric Power System Optimization #FOS: Electrical engineering #Integrated Energy Systems Optimization #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling
   2022/08/01 by Shengren Hou, Edgar Mauricio Salazar, Shengren, Hou +5 · 1 citation
   Engineering · #Electric Power System Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Microgrid Control and Optimization #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Optimizing Electric Vehicles Charging using Large Language Models and Graph Neural Networks
   2025/02/05 by Stavros Orfanoudakis, Peter Pálenský, Orfanoudakis, Stavros +3 · 1 citation
   Engineering · #Advanced Battery Technologies Research #Electric Vehicles and Infrastructure #Electric and Hybrid Vehicle Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering