Louis Wehenkel

University of Liège — Belgium

Engineering · Physical Sciences

53h-index21.9kcitations397works1.02yr avg
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Research Topics

Power System Optimization and Stability(101), Optimal Power Flow Distribution(86), Power System Reliability and Maintenance(57), Neural Networks and Applications(35), Electric Power System Optimization(34)

Publications397 total

Boosting Reinforcement Learning for Tertiary Voltage Control by Transfer Learning from a Supervised Power Flow Simulation Task
2025
SecuLEx: a Secure Limit Exchange Market for Dynamic Operating Envelopes
arXiv (Cornell University)·2025Open Access
Electric power system security: the case for an integrated cyber-physical risk management framework
Sustainable Energy Grids and Networks·2025Open Access
A stochastic Petri net model of jamming attacks on remote-controlled switches during service restoration
2025Open Access
Electric power system security: the case for an integrated cyber-physical risk management framework
arXiv (Cornell University)·2025Open Access
A Scalable Var Planning Methodology to Mitigate Reactive Power Scarcity During Energy Transition
IEEE Transactions on Power Systems·2025· 3 citedOpen Access
Bayesian Estimates of Transmission Line Outage Rates That Consider Line Dependencies
2024· 2 cited
Coordinated EV Charging Attacks to Cause Transmission Line Overloads
2024Open Access
Topology-aware reinforcement learning for tertiary voltage control
Electric Power Systems Research·2024· 5 citedOpen Access
Electric Power System Security: The Case for an Integrated Cyber-Physical Risk Management Framework
SSRN Electronic Journal·2024Open Access
On the robustness of machine-learnt proxies for security constrained optimal power flow solvers
Sustainable Energy Grids and Networks·2023· 8 citedOpen Access
Machine Learning Based Binding Contingency Pre-Selection for AC-PSCOPF Calculations
IEEE Transactions on Power Systems·2023· 4 citedOpen Access
Re-thinking var planning to mitigate reactive power reserves scarcity during the energy transition
IET conference proceedings.·2023· 2 cited
Power Systems Operation and Control: Contributions of the Liège Group, 1970–2000
Women in engineering and science·2023
On the Robustness of Machine-Learnt Proxies For Security Constrained Optimal Power Flow Solvers
SSRN Electronic Journal·2023· 2 citedOpen Access
A Methodology to Evaluate Reactive Power Reserves Scarcity During the Energy Transition
IEEE Transactions on Power Systems·2022· 11 citedOpen Access
Cyber–physical risk modeling with imperfect cyber-attackers
Electric Power Systems Research·2022· 14 citedOpen Access
From global to local MDI variable importances for random forests and when they are Shapley values
Open Repository and Bibliography (University of Liège)·2021· 3 citedOpen Access
From global to local MDI variable importances for random forests and\n when they are Shapley values
arXiv (Cornell University)·2021· 3 citedOpen Access
Cyber-physical risk modeling with imperfect cyber-attackers
arXiv (Cornell University)·2021Open Access
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Frequent Co-authors

Pierre Geurts(15), Florin Capitanescu(11), Raphaël Marée(7), M. Pavella(6), Damien Ernst(5), Marianne Fillet(5), Dominique de Seny(5), Marie‐Alice Meuwis(5), Michel Malaise(5), Patrick Panciatici(4), Mevludin Glavić(4), Laurence Lutteri(4), Marie‐Paule Merville(4), Gilles Louppe(3), B. Heilbronn(3), Jean-Paul Chapelle(3), Édouard Louis(3), Vân Anh Huynh‐Thu(2), Alexandre Irrthum(2), Ludovic Platbrood(2)