Application of Transformer Models to Raw Credit Bureau Files for Improved Credit Risk Modelling Performance

This research project will look at new ways to better understand and evaluate a person’s creditworthiness using advanced computer techniques. Traditionally, when banks or lenders decide if someone can be trusted with a loan, they look at specific numbers and data. However, there’s a lot of information in written reports that these traditional methods might […]

Read More
Enhanced Training of Machine Operations and Maintenance using VR/AR Technologies

Virtual Reality (VR) and Augmented Reality (AR) technologies are proposed to improve existing training methods of machine operations and maintenance. It can reduce the need of the physical equipment to get hands on experience. Virtual models of machines are built to perform all the tasks as required in the real life such as troubleshoot different […]

Read More
Development of spectroscopic imaging technology for grain quality inspection

Fusarium fungi infestation causes Canadian grain producers a loss of almost $1 billion dollars per year. Fusarium fungi produce toxins, e.g., deoxynivalenol (DON) which cause toxic effects in animals and possibly humans. We will develop a portable hand-held hyperspectral imaging device to detect, in the field, Fusarium infestation in grains. We will also evaluate the […]

Read More
Insect Pests Detection in Stored Grains

The proposed project is to develop a market viable insect pests detection in stored grains system based on the interns novel active microwave sensing technique. This proposal seeks to build upon optimizing the sensing capabilities of the prototype and to coherently develop a functional array of sensors. Building upon these fundamentals the project will extend […]

Read More
Antioxidant properties of Chaga extracts of different vintages

Over the years, edible mushrooms have gained increasing recognition for their nutritional value and the potent medicinal properties they offer. Bioactive compounds found in mushrooms, particularly phenolic compounds, exhibit valuable qualities such as anti-proliferative and antioxidant properties. Surprisingly, until now, there has been no investigation into the potential antioxidant effectiveness of Chaga mushrooms of different […]

Read More
Conductive Battery Binders

The increasing demand for lithium-ion batteries in daily applications has driven the need for improved battery technology. However, the separation of battery electrode components is a key factor leading to a decrease in battery lifetime. Traditional binders, a critical component in batteries, have been associated with high costs and environmental concerns due to the use […]

Read More
Blockchain-Enhanced Fake News Detection in Social Networks

This project aims to take advantage of the blockchain ecosystem to detect fake news. This is done by designing a rating system that works on the blockchain network through which a group of verified reviewers will rate the news prior to broadcasting. News with inadequate verification from reviewers will be marked as ‘fake’. Afterward, the […]

Read More
Parameter Optimization for Additive Manufacturing using Machine Learning

Additive manufacturing (AM), also known as 3D printing, is a process of building products with the material layer by layer. It can produce the products with complex geometries in a simple setup. But it is a challenge in selecting right printing parameters to build a quality part. This project proposes using machine learning techniques for […]

Read More
Software development for remaining useful life prediction of bearings

Bearings are crucial components in various industries, such as power generation, aerospace, and oil and gas. Predicting a bearing’s Remaining Useful Life (RUL) is essential for Condition-Based Maintenance. To achieve accurate RUL predictions, an accurate Health Indicator (HI) that represents degradation patterns is necessary. However, existing HIs can be affected by time varying working conditions […]

Read More
Microwave source prototype commercialization

A coherent microwave source is a crucial component in various applications operating within the RF frequency band, including telecommunications, sensing and medical imaging. It provides a stable reference signal, transmits information, and drives other RF components. Recent research by the Hu Group has developed a new method for generating highly coherent microwave emissions, which holds […]

Read More
Raasin de la Michif: promoting collaborative Métis food initiatives and culture across northern Manitoba

A food crisis currently confronts many Indigenous communities across northern Canada, including those in the Thompson region of the Manitoba Me´tis Federation (MMF). Efforts have shifted from past reliance on technology-centred solutions to those that are grounded in Indigenous traditions, culture, and language. However, they have yet to be documented adequately much less acted upon […]

Read More