Palensky, Peter

1. Optimal Energy System Scheduling Using A Constraint-Aware Reinforcement Learning Algorithm
   2023/05/09 by Shengren Hou, Shengren, Hou, Pedro P. Vergara +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
2. EnergyDiff: Universal Time-Series Energy Data Generation using Diffusion Models
   2024/07/18 by Lin, Nan, Palensky, Peter, Vergara, Pedro P. · 3 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Data Attacks on Power System State Estimation: Limited Adversarial Knowledge vs. Limited Attack Resources
   2017/08/28 by Kaikai Pan, André Teixeira, Pan, Kaikai +5 · 1 citation
   Computer Science · Engineering · #Cryptography and Security (cs.CR) #Electrostatic Discharge in Electronics #FOS: Computer and information sciences #Network Security and Intrusion Detection #Smart Grid Security and Resilience
4. Cyber Risk Analysis of Combined Data Attacks Against Power System State Estimation
   2017/08/28 by Pan, Kaikai, Teixeira, André, Cvetkovic, Milos +1 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
5. Co-simulation for Cyber Security Analysis: Data Attacks against Energy Management System
   2017/08/28 by Kaikai Pan, Pan, Kaikai, André Teixeira +5 · 1 citation
   Computer Science · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security #Real-time simulation and control systems #Smart Grid Security and Resilience
6. An Efficient and Explainable Transformer-Based Few-Shot Learning for Modeling Electricity Consumption Profiles Across Thousands of Domains
   2024/08/15 by Xia, Weijie, Peng, Gao, Wang, Chenguang +3 · 2 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
7. 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
8. 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