Automated Generation and Integration of AUTOSAR RTE Configurations

Automotive Open System Architecture (AUTOSAR) is a system-level standard used worldwide by automotive companies and suppliers to develop standardized software development frameworks for automobiles. The RTE software of AUTOSAR should be configured to develop an Electronic Control Unit (ECU). The manual and semiautomatic code creation phases of the software development process for the RTE is […]

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Methodology development and implementation of a platform for non-destructive evaluation of both butt-fused and electrofused polyethylene pipe joints using ultrasound and deep learning

The infrastructure industry needs a way to non-destructively assess plastic pipe joints. We aim to research, design, and develop methodologies and a prototype device that allow automated inspection of these joints (made with the two most common joining methods) using ultrasound and artificial intelligence (AI). We propose a novel method that uses a two-element ultrasonic […]

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Improving the magnetic properties of electrical steels – Year two

This project is intended to help the industrial partner, Stelco, to develop electrical steels with improved magnetic properties through controlled thermomechanical processing. Electrical steels are widely used in the manufacturing of stators and rotors of electric motors used in general rotating machines and electric vehicles. Improving the magnetic properties of electrical steels would result in […]

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Efficient edge inference benchmarking for AI-driven applications

Deep learning (DL) algorithms have achieved phenomenal success in different AI applications in recent times. Training DL algorithms require huge computational resources. Therefore, cloud or high-performance computing at the edge are obvious choices for this task. However, during inference cloud computing is not a suitable choice because of latency issues. There are billions of devices […]

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Application of Data Analytics in Industrial CFD

Due to the potential for significant cost-savings, many companies are turning their attention to digital simulations which produce an enormous amount of data. For companies to realize the benefits of having access to this data they need tools that allow efficient and accurate extraction of information from the data set. The goal of this project […]

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Building capacity in support of wastewater-based epidemiology to aid public health decision-making in southwestern Ontario

Novel coronavirus disease 2019 (COVID-19) is an acute respiratory disease induced by SARS-CoV-2. To date >1,000,000 deaths have been reported worldwide. Although testing capacity has expanded, Canada still faces challenges to realizing wider scale testing. A promising alternative to large-scale population testing in Canada may lie literally beneath our feet in our municipal sewer systems. […]

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Enhancing the development and sustainability of Greenland halibut fisheries in a rapidly changing Arctic.

Fisheries are a fundamental contributor to socio-economic growth in northern Canadian communities and are a management priority considering limited alternative economic opportunities available in the region. The proposed research aligns with core research needs of industry/resource managers to meet three objectives: 1. examine movement dynamics, habitat-use, and bycatch hotspots to aid development of community-based Greenland […]

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Quantifying Environmental and Anthropogenic Impacts on Coastline Instability at Point Pelee National Park (PPNP) and Peninsula

The focus of this project is to measure the historical and current rates of shoreline change around Point Pelee National Park (PPNP) and Peninsula. This information, combined with survey, climate, land use, and statistical data, will provide a better understanding on the primary causes, locations, and timings of significant shoreline change trends observed within the […]

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Assessment of freshwater mussel species at risk translocations due to river infrastructure works: A case study of Argyll Bridge and the Grand River

This project seeks to understand the impact of translocation on freshwater mussel communities due to river infrastructure works in the Grand River, Ontario, Canada. We will determine the recovery of mussel communities post-translocation, and place them into context with similar translocations from across the region. The work will involve new empirical data on mussel recovery […]

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Assessment of Prototype Scour Data

As the adverse effects of climate change continue to mount in natural fluvial environments, the balance of river channel characteristics (e.g. ecosystem health and biodiversity, water quality, flow turbulence and riverbed geomorphology) becomes increasingly vulnerable. In fluvial environments, erosion and deposition of bed material can pose a significant risk to channel bank stability, riverbed degradation […]

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