Heavy Gauge Line Pipe Development with The Thermomechanical Processing Model Implementation

The project objective is to understand and apply the metallurgical fundamentals for the heavy gauge steel product development. The major tasks can be divided into two groups: (A) the precipitate investigation through conventional and advanced characterization techniques such as transmission electron microscopy (TEM) and (B) the implementation of thermomechanical processing models for the rolling schedule […]

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Artificial Intelligence in Mass Transit

Transportation systems are evolving towards intelligent transportation systems and ISR Transit is a leading provider of these systems providing solutions in fleet management. In these systems, one of the enabling technologies is wireless sensor networks in which sensors are used to obtain information about the fleets. For example, sensors are deployed on motor, brake modules, […]

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All-Mach 3D Aerodynamic Design System (HALO3D) for Next-Generation Hypersonic High-Altitude Low-Orbit Commercial Aircraft

The future of aviation is (much) faster travel with (significantly) lower environmental impact (pollution, noise, etc.). In another couple of decades, hypersonic flight (5-10 times the speed of today’s aircraft) will be a serious contender. Tom Clancy prophesized having breakfast in Washington and be back in time for lunch after conducting business in Europe: that […]

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Data Science in Pilot Performance Assessment

Automatically assessing a pilot performance during a flight training session is a capability that can enhance the flight instructor during his duty. From data gathered during a flight maneuver, we are looking for a way to automatically assess pilot performance to augment instructor performance and provide objectivity during flight training assessment.

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Study of Topologies and Cooling Solutions for a High Power Density, Cost-Effective and Eco-Friendly Motor for Powersports Electric Vehicles.

BRP is a global leader in the world of powersports vehicles, propulsion systems and boats. The company wants to develop electric motors for its future on- and off-road electric vehicles, thus reducing the greenhouse gas emissions of its products. Powersports electric vehicles require electric motors with high power, but low weight. This type of motors […]

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Sectorisation géographique multivariable en pré-optimisation du Problème du Voyageur de Commerce avec fenêtres de temps

Le projet consiste à développer des algorithmes permettant de créer des secteurs pour les clients de Fastercom. Afin d’y parvenir, différentes méthodes de Machine Learning seront évaluées et implémentées. Cette création de secteurs permettra d’améliorer la performance des algorithmes de la compagnie en découpant le gros problème d’optimisation de tournées de véhicules en petits problèmes […]

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Étude du développement d’une plateforme de test et de validation des infrastructures routières intelligentes et communicantes

Le véhicule à conduite automatisée est l’un des systèmes les plus complexes existants à ce jour. Son développement entraîne la considération de nombreux paramètres touchant à bon nombre de secteurs et nécessite ainsi le développement et le renouvellement de différentes technologies du réseau routier telles que les infrastructures routières. L’impact de l’intégration de ces systèmes […]

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Improving Operational Resource Efficiencies through the Application of Model-Based Reinforcement Learning (MBRL)

Reinforcement learning (RL) is the problem of designing an agent that interacts with its environment and adaptively improves its long-term performance. Many complex real-world industrial decision-making problems can be formulated as an RL problem. RL is at the core of artificial intelligence and has the potential of having a huge impact on our economy and […]

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Evaluating the impact of bicycle behaviour on safety

Bicycling count data (exposure) are difficult to collect but are vital to understanding the safety of different routes. Crowdsourced exposure data collected through fitness apps such as Strava Metro can provide bicycling exposure data with better spatial and temporal coverage than manual or automatic counts. Efforts are underway in cities throughout Canada and the US […]

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Application of artificial intelligence for modeling driving behavior supported with real time trajectory development

The proposed research work is aimed at developing trajectory data on a real-time basis. On successful completion of the project, a real-time image processing framework will be available for developing innumerable trajectory datasets over the study sections. These datasets can enormously boost current driving behavior studies and facilitate Connected Autonomous Vehicles (CAV) research. Along with […]

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