Sotabase

Career

· Associate Vice-Principal (Innovation and Partnerships), McGill University2021–
· Associate Dean (Research & Innovation), Faculty of Engineering, McGill University2014–2020
· Director, Centre for Intelligent Machines, McGill University2007–2013
· Professor, Department of Electrical and Computer Engineering, McGill University1998–
· Ph.D. in Electrical Engineering, University of Toronto1992–1995
· M.Eng. in Electrical Engineering, McGill University1990–1992
· Software Engineer, Spinex Medical Technologies1990–
· Bachelor's degree in Applied Sciences, Universite Laval1986–1990
· Director, McGill Engine, McGill University

Publications (380)

Two-Stage Energy Management for Office Buildings With Workplace EV Charging and Renewable Energy
IEEE Transactions on Transportation Electrification · 2017
217
cited
Spatial-Temporal Residential Short-Term Load Forecasting via Graph Neural Networks
IEEE Transactions on Smart Grid · 2021
167
cited
Multiple Kernel Learning-Based Transfer Regression for Electric Load Forecasting
IEEE Transactions on Smart Grid · 2020
116
cited
Modeling and control of an electric arc furnace
Proceedings of the 2003 American Control Conference, 2003. · 2003
102
cited
Control of an Overactuated Cable-Driven Parallel Mechanism for a Radio Telescope Application
IEEE Transactions on Control Systems Technology · 2009
94
cited
Seamless dual brake transmission for electric vehicles: Design, control and experiment
2015
70
cited
Time Series Anomaly Detection for Smart Grids: A Survey
Electrical Power and Energy Conference · 2021
65
cited
Ensemble Learning for Charging Load Forecasting of Electric Vehicle Charging Stations
Electrical Power and Energy Conference · 2020
61
cited
Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting
AAAI Conference on Artificial Intelligence · 2022
61
cited
Terminal Iterative Learning Control design with singular value decomposition decoupling for thermoforming ovens
American Control Conference · 2009
52
cited
Centralized MPC for Home Energy Management With EV as Mobile Energy Storage Unit
IEEE Transactions on Sustainable Energy · 2023
51
cited
MetaProbformer for Charging Load Probabilistic Forecasting of Electric Vehicle Charging Stations
IEEE transactions on intelligent transportation systems (Print) · 2023
51
cited
Centralized Model Predictive Control Strategy for Thermal Comfort and Residential Energy Management
Energy · 2019
46
cited
A Q-Learning Based Charging Scheduling Scheme for Electric Vehicles
IEEE Transportation Electrification Conference and Expo · 2019
45
cited
Data-driven Model Predictive and Reinforcement Learning-Based Control for Building Energy Management: a Survey
IEEE Access · 2021
45
cited
A Gain-Scheduled Decoupling Control Strategy for Enhanced Transient Performance and Stability of an Islanded Active Distribution Network
IEEE Transactions on Power Delivery · 2014
44
cited
Comparison and analysis of the effects of various improved turbocharging approaches on gasoline engine transient performances
2016
42
cited
Consistency of open-loop experimental frequency-response data with coprime factor plant models
IEEE Transactions on Automatic Control · 1998
42
cited
Robust gust load alleviation for a flexible aircraft
2000
42
cited
A Remaining Useful Life Prediction Method for Lithium-ion Battery Based on Temporal Transformer Network
IEEE International Symposium on Multimedia · 2022
41
cited
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