Antoine Lesage-Landry
B.Eng. (Poly), Ph.D. (Toronto)
Assistant Professor
Department of Electrical Engineering
Department of Electrical Engineering
Areas of expertise
Power systems Optimization Learning and inference theories Optimization and optimal control theory Mathematical modelling
Power systems Optimization Learning and inference theories Optimization and optimal control theory Mathematical modelling
Primary sphere of excellence in research
Energy, Water and, Resources
Energy, Water and, Resources
Secondary sphere(s) of excellence in research
Modeling and Artificial Intelligence
Modeling and Artificial Intelligence
Research interests and affiliations
Research interests
- Modeling of power systems
- Decision-making under uncertainty
- Optimization
- Online optimization
- Online learning
- Machine learning
- Electric energy systems
- Renewable energy systems
- Smart grids
Affiliation(s)
- Réseau québécois sur l'énergie intelligente, Member
- Research Group in Decision Analysis (GERAD), Member
- Institute for Data Valorization (IVADO), Member
- Mila - Quebec's Artificial Intelligence Institute, Associate member
Expertise type(s) (NSERC subjects)
- 2501 Power systems
- 2715 Optimization
- 2805 Learning and inference theories
- 2956 Optimization and optimal control theory
- 2960 Mathematical modelling
Publications
Recent publications
Journal article
Report
Journal article
Journal article
Li, F., Kocar, I., & Lesage-Landry, A. (2024). A Rapid Method for Impact Analysis of Grid-Edge Technologies on Power Distribution Networks. IEEE Transactions on Power Systems, 39(1), 1530-1542.
Li, F., Campeau, É., Kocar, I., & Lesage-Landry, A. (2024). Inferring electric vehicle charging patterns from smart meter data for impact studies. (Technical Report n° G-2024-02).
Lupien, J.-L., & Lesage-Landry, A. (2023). An Online Newton's Method for Time-Varying Linear Equality Constraints. IEEE Control Systems Letters, 7, 1423-1428.
Lesage-Landry, A., & Callaway, D. S. (2023). Approximated multi-agent fitted Q iteration. Systems & Control Letters, 177, 105563 (10 pages).
See all publications (25)
Biography
Antoine Lesage-Landry is an Assistant Professor in the Department of Electrical Engineering at Polytechnique Montréal, QC, Canada. He received the B.Eng. degree in Engineering Physics from Polytechnique Montréal, in 2015, and the Ph.D. degree in Electrical Engineering from the University of Toronto, ON, Canada, in 2019. From 2019 to 2020, he was a Postdoctoral Scholar in the Energy & Resources Group at the University of California, Berkeley, CA, USA. His research interests include optimization, online learning, and their application to power systems with renewable generation.
Education
- Ph.D., Electrical Engineering, University of Toronto
- B.Eng., Engineering Physics, Polytechnique Montréal
Supervision at Polytechnique
COMPLETED
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Master's Thesis (2)
- Lupien, J.-L. (2023). Online Second-order Methods for Time-Varying Equality-Constrained Optimization [Master's thesis, Polytechnique Montréal].
- Maisonneuve, P. (2023). Learning-Accelerated Exact Mixed-Integer Second-Order Cone Programming for Unit Commitment [Master's thesis, Polytechnique Montréal].