- DeepOPF-V: Solving AC-OPF Problems Efficiently
2021/03/22 by Wanjun Huang, Xiang Pan, Huang, Wanjun +5 · 5 citations
Computer Science · Engineering · Mathematics · #Algorithm #Artificial intelligence #Computation #Computer science #Control theory (sociology) #Electric Power System Optimization #Electric power system #Electrical engineering #Engineering #Flow (mathematics) #Mathematical optimization #Mathematics #Optimal Power Flow Distribution #Parallel computing #Power (physics) #Power System Optimization and Stability #Power flow #Process (computing) #Speedup #Voltage #cs.AI #cs.LG #cs.SY #eess.SY
- High-Fidelity Machine Learning Approximations of Large-Scale Optimal Power Flow
2020/06/29 by Minas Chatzos, Chatzos, Minas, Ferdinando Fioretto +5 · 3 citations
Computer Science · Engineering · Mathematics · #Artificial intelligence #Artificial neural network #Computer science #Electric power system #Engineering #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Fidelity #Generator (circuit theory) #High fidelity #Key (lock) #Machine Learning (cs.LG) #Mathematical optimization #Mathematics #Optimal Power Flow Distribution #Optimization and Control (math.OC) #Power (physics) #Power System Optimization and Stability #Power System Reliability and Maintenance #Power flow #Scale (ratio) #Signal Processing (eess.SP) #cs.LG #eess.SP #electronic engineering #information engineering #math.OC
- DeepOPF: Deep Neural Network for DC Optimal Power Flow
2019/05/11 by Xiang Pan, Tianyu Zhao, Pan, Xiang +3 · 5 citations
Engineering · Mathematics · #Artificial intelligence #Artificial neural network #Computer science #Dimension (graph theory) #Electric Power System Optimization #Electric power system #FOS: Electrical engineering #Leverage (statistics) #Mathematical optimization #Mathematics #Optimal Power Flow Distribution #Power (physics) #Power System Optimization and Stability #Power flow #Solver #Systems and Control (eess.SY) #electronic engineering #information engineering
- Spectral solution of load flow equations
2018/08/14 by J. G. Caputo, Jean-Guy Caputo, A. Knippel +6 · 2 citations
Engineering · Mathematics · Physics and Astronomy · #Applied mathematics #Classical Physics (physics.class-ph) #Combinatorics #Computer science #Control reconfiguration #Eigenvalues and eigenvectors #Electric power system #Electric power transmission #Engineering #FOS: Physical sciences #Fourier transform #Graph #Laplace operator #Laplacian matrix #Line graph #Mathematical analysis #Mathematical optimization #Mathematics #Microgrid Control and Optimization #Norm (philosophy) #Optimal Power Flow Distribution #Parseval's theorem #Physics #Physics and Society (physics.soc-ph) #Power (physics) #Power System Optimization and Stability #Power flow #Relation (database) #Spectral graph theory #System of linear equations #Theoretical computer science #Topology (electrical circuits) #Voltage graph #physics.class-ph #physics.soc-ph