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Louis Wehenkel

Louis Wehenkel

D-Index & Metrics

Electronics and Electrical Engineering

D-Index
44
Citations
18752
World Ranking
3636
National Ranking
81

Overview

Louis Wehenkel is affiliated with the University of Liège in Belgium, focusing on engineering disciplines, particularly within electrical and electronic engineering.

Their research spans several subfields of engineering including:

  • Electrical and Electronic Engineering
  • Safety, Risk, Reliability and Quality
  • Control and Systems Engineering
  • Civil and Structural Engineering
  • Information Systems

Among the main topics covered in their work are:

  • Optimal Power Flow Distribution
  • Power System Reliability and Maintenance
  • Electric Power System Optimization
  • Smart Grid Security and Resilience
  • Power System Optimization and Stability
  • Energy Load and Power Forecasting
  • Infrastructure Resilience and Vulnerability Analysis

Louis Wehenkel has contributed to a range of publication venues, with frequent appearances in:

  • arXiv (Cornell University)
  • IEEE Transactions on Power Systems
  • Electric Power Systems Research
  • Sustainable Energy Grids and Networks
  • SSRN Electronic Journal

Their recent papers include:

  • "Recent Developments in Machine Learning for Energy Systems Reliability Management," 2020, Proceedings of the IEEE
  • "Bayesian Estimates of Transmission Line Outage Rates That Consider Line Dependencies," 2020, IEEE Transactions on Power Systems
  • "Cyber-physical risk modeling with imperfect cyber-attackers," 2022, Electric Power Systems Research
  • "A Methodology to Evaluate Reactive Power Reserves Scarcity During the Energy Transition," 2022, IEEE Transactions on Power Systems
  • "Probabilistic Resilience Analysis of the Icelandic Power System under Extreme Weather," 2020, Applied Sciences

Collaborations form an important element of their research, with frequent co-authors including:

  • Efthymios Karangelos
  • Elnaz Davoodi
  • Florin Capitanescu
  • Laurine Duchesne
  • Nipun Popli

Best Publications

  • Extremely randomized trees

    Pierre Geurts;Damien Ernst;Louis Wehenkel

  • Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

    Vân Anh Huynh-Thu;Alexandre Irrthum;Louis Wehenkel;Pierre Geurts

  • Tree-Based Batch Mode Reinforcement Learning

    Damien Ernst;Pierre Geurts;Louis Wehenkel

  • Understanding variable importances in forests of randomized trees

    Gilles Louppe;Louis Wehenkel;Antonio Sutera;Pierre Geurts

  • A complete fuzzy decision tree technique

    Cristina Olaru;Louis Wehenkel

  • State-of-the-art, challenges, and future trends in security constrained optimal power flow

    F. Capitanescu;J.L. Martinez Ramos;P. Panciatici;D. Kirschen

  • Automatic Learning Techniques in Power Systems

    Louis A. Wehenkel

  • Random subwindows for robust image classification

    R. Maree;P. Geurts;J. Piater;L. Wehenkel

  • Contingency Ranking With Respect to Overloads in Very Large Power Systems Taking Into Account Uncertainty, Preventive, and Corrective Actions

    Stephane Fliscounakis;Patrick Panciatici;Florin Capitanescu;Louis Wehenkel

  • Supervised learning with decision tree-based methods in computational and systems biology

    Pierre Geurts;Alexandre Irrthum;Louis Wehenkel

  • Power systems stability control: reinforcement learning framework

    D. Ernst;M. Glavic;L. Wehenkel

  • Reinforcement Learning Versus Model Predictive Control: A Comparison on a Power System Problem

    D. Ernst;M. Glavic;F. Capitanescu;L. Wehenkel

  • Contingency Filtering Techniques for Preventive Security-Constrained Optimal Power Flow

    F. Capitanescu;M. Glavic;D. Ernst;L. Wehenkel

  • Recent Developments in Machine Learning for Energy Systems Reliability Management

    Laurine Duchesne;Efthymios Karangelos;Louis Wehenkel

  • An artificial intelligence framework for online transient stability assessment of power systems

    L. Wehenkel;T. Van Cutsem;M. Ribbens-Pavella

  • Interior-point based algorithms for the solution of optimal power flow problems

    Florin Capitanescu;Mevludin Glavic;Damien Ernst;Louis Wehenkel

  • Collaborative analysis of multi-gigapixel imaging data using Cytomine

    Raphaël Marée;Loïc Rollus;Benjamin Stévens;Renaud Hoyoux

  • SIME: A hybrid approach to fast transient stability assessment and contingency selection

    Ywee Zhang;Louis Wehenkel;Patricia Rousseaux;Mania Pavella

  • An Artificial Intelligence Framework for On-Line Transient Stability Assessment of Power Systems

    L. Wehenkel;Th. Van Cutsem;M. Ribbens-Pavella

  • Machine learning approaches to power-system security assessment

    L. Wehenkel

  • A New Iterative Approach to the Corrective Security-Constrained Optimal Power Flow Problem

    F. Capitanescu;L. Wehenkel

Frequent Co-Authors

Pierre Geurts
Pierre Geurts University of Liège
Damien Ernst
Damien Ernst University of Liège
Marie-Paule Merville
Marie-Paule Merville University of Liège
Yvan Saeys
Yvan Saeys Ghent University
Pierre Maquet
Pierre Maquet University of Liège
Christophe Phillips
Christophe Phillips University of Liège
Ian Dobson
Ian Dobson Iowa State University
Vincent Bours
Vincent Bours University of Liège
Zhaoyu Wang
Zhaoyu Wang Iowa State University
M. Madan Babu
M. Madan Babu St. Jude Children's Research Hospital

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