Machine Learning · Computer Science
Optimal Power Flow in Highly Renewable Power System Based on Attention Neural Networks
Chen Li, Alexander Kies, Kai Zhou, Markus Schlott +3
2023-11-27
Optimization and Control · Mathematics
Convergence Guarantees of a Distributed Network Equivalence Algorithm for Distribution-OPF
Yunqi Luo, Rabayet Sadnan, Bala Krishnamoorthy, Anamika Dubey
2023-07-04
Machine Learning · Computer Science
Towards Distributed Energy Services: Decentralizing Optimal Power Flow with Machine Learning
Roel Dobbe, Oscar Sondermeijer, David Fridovich-Keil, Daniel Arnold +2
2019-08-15
Physics and Society · Physics
Power flow tracing in a simplified highly renewable European electricity network
Bo Tranberg, Anders B Thomsen, Rolando A Rodriguez, Gorm B Andresen +2
2015-10-28
Data Analysis, Statistics and Probability · Physics
Big Data Processing in Complex Hierarchical Network Systems
Olexandr Polishchuk, Dmytro Polishchuk, Maria Tyutyunnyk, Mykhailo Yadzhak
2016-03-28
Optimization and Control · Mathematics
Optimization of District Heating Network Parameters in Steady-State Operation
Sai Krishna K. Hari, Anatoly Zlotnik, Shriram Srinivasan, Kaarthik Sundar +1
2024-04-30
Systems and Control · Electrical Eng. & Systems
Solving Optimal Power Flow on a Data-Budget: Feature Selection on Smart Meter Data
Vassilis Kekatos, Ridley Annin, Manish K. Singh, Junjie Qin
2025-07-21
Optimization and Control · Mathematics
Data-based Distributionally Robust Stochastic Optimal Power Flow, Part II: Case studies
Yi Guo, Kyri Baker, Emiliano Dall'Anese, Zechun Hu +1
2018-10-29
Optimization and Control · Mathematics
Distributed AC Optimal Power Flow: A Scalable Solution for Large-Scale Problems
Xinliang Dai, Yuning Jiang, Yi Guo, Colin N. Jones +2
2026-03-04
Machine Learning · Statistics
Introducing machine learning for power system operation support
Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Patrick Panciatici +1
2017-09-28
Systems and Control · Electrical Eng. & Systems
Simulation-Integrated Distributed Optimal Power Flow for Unbalanced Power Distribution Systems
Rabayet Sadnan, Nathan Gray, Anjan Bose, Anamika Dubey
2022-12-12
Systems and Control · Electrical Eng. & Systems
Towards Data-Driven Multi-Stage OPF
Oleksii Molodchyk, Philipp Schmitz, Alexander Engelmann, Karl Worthmann +1
2025-02-04
Optimization and Control · Mathematics
Tight Big-Ms for Optimal Transmission Switching
Salvador Pineda, Juan Miguel Morales, Álvaro Porras, Concepción Domínguez
2024-04-08
Optimization and Control · Mathematics
Accelerated Voltage Regulation in Multi-Phase Distribution Networks Based on Hierarchical Distributed Algorithm
Xinyang Zhou, Zhiyuan Liu, Changhong Zhao, Lijun Chen
2020-02-10
Optimization and Control · Mathematics
Data-based Distributionally Robust Stochastic Optimal Power Flow, Part I: Methodologies
Yi Guo, Kyri Baker, Emiliano Dall'Anese, Zechun Hu +1
2018-10-29
Physics and Society · Physics
Multi-scale analysis of the European airspace using network community detection
Gérald Gurtner, Stefania Vitali, Marco Cipolla, Fabrizio Lillo +3
2014-05-13