Publications
Peer-reviewed and conference publications
Book
Engineering Economics: Financial Decision Making for Engineers
Pearson Education Canada, 6th and 7th Editions, 2018 and 2021.
Journal Publications
J1. Robust Optimal Design of Sustainable Aviation Fuel Supply Chain
Submitted to Computers and Industrial Engineering (Second Revision), 2025.
J2. Modeling and Energy Management of Hangar Thermo-electrical Microgrid for Electric Plane Charging Considering Multiple Zones and Resources
Applied Energy, 2025.
J3. Physics-Based Reinforcement Learning Framework for Energy Management of Airport Thermo-Electrical Microgrids
Submitted to IEEE Transactions on Smart Grids, 2025.
J4. Modeling and Optimal Operation of Sustainable Thermoelectric Microgrids with Phase-Change Material Thermal System
Sustainable Energy, Grids and Networks, 2025.
J5. Steady-state power system analysis revisited for hybrid AC-DC grids
Renewable and Sustainable Energy Reviews, 2025.
J6. Chance Constrained Models for the Operation of Electric Storage in Energy and Reserve Markets with Uncertainty in Wind Power
Submitted to IEEE Transactions on Electricity Markets, 2025.
J7. IoT-based Fresh Produce Supply Chain Under Uncertainty: An Adaptive Optimization Framework
Submitted to Annals of Operations Research, 2025.
J8. Electric Planes: Optimal Routing and Fleet Assignment for Domestic Flights
Submitted to IEEE Transactions on Transportation Electrification, 2025.
J9. Towards Sustainable Transportation: An Optimization Model for Electric Plane and High Speed Rail Integration
Submitted to Transportation Research Part C, 2025.
J10. Electric Aviation: Potentials in Emission and Cost Savings for Canadian Skies, under Different Policy Outlooks
Submitted to Journal of Air Transport Management, 2025.
J11. ML-based Classification of Electric Plane Flight Stages to Optimize Operation
Submitted to IEEE Transactions on Transportation Electrification, 2025.
J12. Partially-Supervised Neural Network Model For Quadratic Multiparametric Programming
Submitted to Computers and Operations Research (Second Revision), 2025.
J13. A Neural Network Framework for Discovering Closed-Form Solutions to Quadratic Programs with Linear Constraints
Submitted to INFORMS Journal on Computing, 2025.
J14. Semi-Supervised Neural Network Model For Quadratic Multiparametric Programming
arXiv preprint, 2025.
J15. Comparing hydrogen infrastructure implementation of homes and fuel cell truck fleets
2025.
J16. Geographic-Information-based Stochastic Optimization Model for Multi-Microgrid Planning
Applied Energy, 2023.
J17. An Affine Arithmetic-Based Energy Management System for Cooperative Multi-Microgrid Networks
IEEE Transactions on Smart Grids, 2023.
J18. Two-Stage Stochastic Optimization Model for Multi-Microgrid Planning
IEEE Transactions on Smart Grids, 2022.
J19. Nonconvex Multicommodity Near Equilibrium Models
Operations Research Perspectives, 2022.
J20. Constraint-Guided Deep Neural Network for Solving Optimal Power Flow
Electric Power Systems Research, 2022.
J21. A Privacy-Preserving Energy Management System for Cooperative Multi-Microgrid Networks
arXiv, submitted 10 Jul 2022.
J22. Impact of Covid-19 on Ontario’s Electricity Market: Demand, Energy Supply, Emission
The Electricity Journal, 2022.
J23. Renewable Energy Integration in Canadian Remote Community Microgrids: The Feasibility of Hydrogen and Gas Generation
IEEE Electrification Magazine, 2022.
J24. Extended Opportunity Cost Model to Find Near Equilibrium Electricity Prices Under Non-convexities
Applied Energy, 2019.
J25. Constructing Transmission Line Current Constraints for the IEEE and Polish Systems
Energy Systems, 2017.
J26. A Novel Affine Arithmetic Method to Solve Optimal Power Flow Problems with Uncertainties
IEEE Transactions on Power Systems, 2014.
J27. Revisiting the Power Flow Problem Based on a Mixed Complementarity Formulation Approach
IET Generation, Transmission & Distribution, 2013.
J28. Ontario Feed-in-Tariffs: System Planning Implications and Impacts on Social Welfare
The Electricity Journal, 2011.
Conference Papers
An Efficient Data Driven Model for Generation Expansion Planning with Short Term Operational Constraints
IEEE Power and Energy System General Meeting, 2025.
An Explainable Neural Network Model for DC-OPF Problem with Global Guarantees
Canadian Operational Research Society, London, Ontario, 2023.
Optimal Operation of Distributed Energy Storage for improving Reliability, Emission, Profitability
Institute of Industrial & Systems Engineers (IISE), 2023.
Robust Training for ML Boosted AC-Optimal Power Flow
AAAI Conference on Artificial Intelligence, 2023.
A privacy Preserving Energy Management System for Cooperative Multiple Microgrids
11th Bulk Power Systems Dynamics and Control Symposium (IREP), Banff, 2022.
Integration of Renewable Energy Sources for Low Emission Microgrids in Canadian Remote Communities
11th Bulk Power Systems Dynamics and Control Symposium (IREP), Banff, 2022.
An Affine Arithmetic Approach for Microgrid Dispatch with Variable Generation and Load
Power Systems Computation Conference (PSCC), Wroclaw, Poland, 2014.
An Affine Arithmetic Method to Solve the Stochastic Power Flow Problem Based on a Mixed Complementarity Formulation
IEEE PES Annual General Meeting, San Diego, USA, 2012.
A Mixed Integer Non-linear Program for Electric Generation Expansion with Energy and Capacity Pricing
IEEE PES Annual General Meeting, Minneapolis, USA, 2010.
Modeling and Optimal Operation of Thermoelectric Microgrids with Phase-Change Material Thermal System
2025 IEEE Electrical Power and Energy Conference (EPEC), 2025.
Solver-Free Data Generation for Training Neural Networks with Applications in Power Flow Analysis
2025 IEEE Electrical Power and Energy Conference (EPEC), 2025.
Data-Driven Analysis of the Impact of Distributed Energy Storage on System Reliability, Profitability, and GHG Emissions
IISE Annual Conference and Expo, 2023.
Robust training for AC-OPF (student abstract)
Proceedings of the AAAI Conference on Artificial Intelligence, 2023.
Technical Reports
A Data-Driven Approach for Estimating System Impact of Tesla Powerwalls on Reliability and Profitability
Technical Report to NRStor Inc., April 2021.
Tesla PowerWall and GHG Reduction: A Case Study in Ontario
Technical Report to NRStor Inc., July 2021.
Electrification of Canadian Northern Communities, Using Low Emission Microgrids
Energy Modelling Initiative, Virtual, March 2021.
Optimal Transmission Switching Using the IV-ACOPF Linearization
Federal Energy Regulatory Commission, Washington, DC, USA, November 2013.
A Computational Study of Linear Approximations to the Convex Constraints in the Iterative Linear IV-ACOPF Formulation
Federal Energy Regulatory Commission, Washington, DC, USA, June 2013.
Testing Step-size Limits for Solving the Linearized Current Voltage AC Optimal Power Flow
Federal Energy Regulatory Commission, Washington, DC, USA, June 2013.
Summary Report: Nuclear Power in Society
Council for Clean and Reliable Electricity, Ottawa, Canada, October 2009.
Pedagogical Publications
A bottom-up approach to measure graduate attributes
Canadian Engineering Education Association, Ottawa, June 2017.
Three Quarters of a Loop: Co-op Work Term Evaluations and Work Reports to measure the Communication Attribute
Canadian Engineering Education Association, Toronto, June 2017.
Surveys for Simultaneous Direct and Indirect Assessment
Canadian Engineering Education Association, Toronto, June 2017.
Building Indicators by Consensus for Common Attributes
Canadian Engineering Education Association, Toronto, June 2017.
Theses
Stochastic Modeling and Analysis of Power Systems with Intermittent Energy Sources
University of Waterloo, 2014-02-11.
Capacity Pricing in Electric Generation Expansion
University of Waterloo, 2009-12-16T17:20:16Z.