Active learning for visual detection on inspection robots

Robotics vehicles deployed at Hydro-Québec up to now are still mainly manually operated and human intervention is continuously required. The project aims to equip Hydro-Québec’s current and future fleet of inspection robots with autonomous inspection capabilities. The intern will leverage breakthroughs in artificial intelligence to enable robotic vehicles to realize real-time automated visual inspection of […]

Read More
Short term Electrical Load Forecasting

Load forecasting is an essential activity for a company like Hydro-Québec. It is necessary for objectives as varied as the management of production or the management and maintenance of the electricity network. Any significant forecasting error can result in reliability issues, loss of opportunity, or additional costs to the business. On the other hand, a […]

Read More
Monitoring of turbine runner blade strains from indirect measurements using AI

Hydro-Québec has data acquisition systems for a multitude of sensors, some of which have been installed since almost 20 years in its electrical generation equipment (turbine-generator units – TGU). The collected data is primarily used to ensure that the information is adequate in the event of an equipment breakdown or for specific behavioral studies. Data […]

Read More
With the Child in Mind – Brain Development and Best Interests Decisions

Everyday across Canada, judges from both the federal and provincial courts make ‘best interest’ decisions affecting the lives of thousands of children and their families. Infants and children whose cases come before the justice sytem are more likely to have experienced abuse, neglect, exposure to family violence, parenting impaired by addiction or mental illness, and […]

Read More
The Development of Anti-gingivitis Probiotics Derived From the Human Oral Microbiome

The human oral cavity contains over 700 different bacterial species. In healthy people, these bacteria are living in harmony and not likely to cause diseases. However, sometimes this bacterial balance is disturbed as the oral pathogenic bacteria start to overgrow causing many oral implications such as halitosis, sore throat, dental caries and gingivitis. A promising […]

Read More
Hardware and Software Integration for Automated Drone Surveillance

Unmanned Arial Surveillance is rapidly gaining acceptance for various applications, such as monitoring of long power transmission lines, pipelines and mass transit systems that extend for hundreds of kilometers. Unmanned Aerial Vehicles (UAVs) such as drones provide the flexibility to reduce costs. In the case of natural disaster occurrence such as earthquake, flood or hurricane, […]

Read More
Building an active learning module to accelerate the validation and qualification of image-based biomarkers for blinding eye disease

Computer vision and artificial intelligence provide unprecedented opportunities to realize new image-based biomarkers with the potential to drive precision drug development and personalized medicine; particularly in degenerative disease of eye and brain, where tissue sampling is not possible and where no treatments exists. This research project will deploy AI models for multiple tasks including segmentation, […]

Read More
Low-order Model of Supersonic Fluidic Oscillator for Superplastic Forming

The Superplastic Forming process involves gas injection from a variable pressure supply, to form a heated metallic sheet into a complex automotive body panel shape onto the surface of a die. The current process involves excessive forming times which allow residual stresses to relax and avoid cracking and tearing. Research shows that pressure pulsations of […]

Read More
AI in Ophthalmology triage automation

There are currently 18 retina specialists in the province of Alberta, approximately half in Calgary and half in Edmonton. Retinal diseases are common. For example, approximately 6.5 percent of people age 40 and older have some degree of macular degeneration. Diabetes retinopathy affects approximately 500,000 Canadians. Many retinal conditions are treatable when detected early, however […]

Read More
A Step Towards a Lower Carbon Future: Integrating Closed Loop Geothermal Technology in District Cooling Applications

This research aims to provide an affordable, clean energy alternative to meet the world’s cooling demands. As global warming, urbanization, and society’s dependency on digital storage increases, the world’s cooling demands continue to rapidly grow with predictions showing that they will outweigh heating demands by 2060. The majority of these demands are currently being met […]

Read More
Process Analytical Tools, Flow Cytometry and Raman Analysis for Cell Viability Studies

The objective is to develop an in-line Process Analytical Technology (PAT) tool to monitor viability and biomass levels at the fermentation stage bacterial organisms. The Master student will be engaged in the development of the PAT tool for deployment into a state-of-the-art vaccine manufacturing facility. The student will use benchtop tools such as flow cytometry […]

Read More