Mathieu Tanneau
- End-to-End Feasible Optimization Proxies for Large-Scale Economic Dispatch
2023/04/23 by Wenbo Chen, Mathieu Tanneau, Chen, Wenbo +3 · 5 citations
Engineering · #Electric Power System Optimization #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Power Transformer Diagnostics and Insulation
- Compact Optimality Verification for Optimization Proxies
2024/05/31 by Wenbo Chen, Chen, Wenbo, Haoruo Zhao +5 · 3 citations
Computer Science · Engineering · #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #Embedded Systems Design Techniques #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
- Dual Conic Proxies for AC Optimal Power Flow
2023/10/04 by Guancheng Qiu, Mathieu Tanneau, Qiu, Guancheng +3 · 2 citations
Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimal Power Flow Distribution #Optimization and Control (math.OC) #Power System Optimization and Stability
- Dual Lagrangian Learning for Conic Optimization
2024/02/05 by Mathieu Tanneau, Pascal Van Hentenryck, Tanneau, Mathieu +1 · 3 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
- Weather-Informed Probabilistic Forecasting and Scenario Generation in Power Systems
2024/09/11 by Hanyu Zhang, Reza Zandehshahvar, Zhang, Hanyu +5 · 3 citations
Engineering · #Energy Load and Power Forecasting
- Real-Time Risk Analysis with Optimization Proxies
2023/10/01 by Wenbo Chen, Chen, Wenbo, Mathieu Tanneau +3 · 2 citations
Engineering · #Electric Power System Optimization #Reservoir Engineering and Simulation Methods #Optimal Power Flow Distribution
- A Linear Outer Approximation of Line Losses for DC-based Optimal Power Flow Problems
2021/12/21 by Haoruo Zhao, Mathieu Tanneau, Zhao, Haoruo +3 · 1 citation
Engineering · #Electric Power System Optimization #Optimal Power Flow Distribution #Energy Load and Power Forecasting
- Just-In-Time Learning for Operational Risk Assessment in Power Grids
2022/09/26 by Oliver Stover, Pranav Karve, Stover, Oliver +11 · 1 citation
Engineering · #Electric Power System Optimization #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Power System Reliability and Maintenance #Systems and Control (eess.SY) #electronic engineering #information engineering
- Learning Optimal Power Flow Value Functions with Input-Convex Neural Networks
2023/10/06 by Andrew Rosemberg, Mathieu Tanneau, Rosemberg, Andrew +7 · 1 citation
Engineering · #49M20 #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Power Quality and Harmonics #Power System Reliability and Maintenance
- Dual Conic Proxy for Semidefinite Relaxation of AC Optimal Power Flow
2025/02/10 by Guancheng Qiu, Mathieu Tanneau, Qiu, Guancheng +3 · 1 voice · 1 citation
#math.OC #cs.LG