An effective CO2 capture technology for offshore petroleum facilities

The current project aims to design and optimize the cryogenic CO2 capture process in terms of CO2 removal efficiency and energy requirement. The serious concern of global warming due to increasing CO2 emission has urged policymakers to employ various CO2 capture methods. Note that among different CO2 capture methods, the cryogenic capture is a favorable […]

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Validation of CIDS System to detect and prevent corrosion under insulation

Using simplified language understandable to a layperson; provide a general, one-paragraph description of the proposed research project to be undertaken by the intern(s) as well as the expected benefit to the partner organization. (100 – 150 words) A series of laboratory tests and field trials will be carried out to validate the capability and performance […]

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Evaluating the Role of Learning and Experience on Postural Response and Fall Prevention in Offshore Environments

Slips, trips, and falls (STFs) are a major concern in occupational environments, accounting for a significant portion of all reported work-related injuries. These concerns are even greater in moving environments, like those of Newfoundland and Labrador’s offshore petroleum industry. This proposed research aims to address the industry’s STF concerns through analysis of worker’s postural responses […]

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Feature selection Impact on Models’ Performance

Data is rapidly growing in most of the applications and fields. Thus, data is becoming big data as it meets the 5V model of big data: volume, velocity, variety, veracity, and value. As a result, dimensionality reduction and feature selection become mandatory to overcome ML models’ performance and explainability issues. This project looks at feature […]

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Use of Artificial Neural Networks for Predicting the Offshore Wind Turbine Power Curve Using Various Training Algorithms in Newfoundland

Low predictive accuracy of energy output is one of the weakest points in wind power generation. Power curve of a wind turbine provides assistance in energy assessment, warranty formulations, and performance monitoring of the wind turbines. Wind turbines are being installed in offshore diverse climatic conditions causing substantial departure of these power curves from the […]

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Improved Deep Learning-based Sea-ice Monitoring System

This project will develop a robust software package that can be embedded with a camera system to provide an onboard sea-ice monitoring system. The software package consists of two main components: (1) Deep learning classification model, which involves a deep learning network trained to identify and classify sea-ice; (2) Lens artifact removal method, which is […]

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Sustainable functionalized magnetic particles for efficient treatment of marine oil pollution

Oily wastewater production and discharge from different sources such as industries and daily human activities are the main sources of marine oil pollution. More importantly, accidental oil spills occurred in oil extraction/production, refining, and transportation stages can cause detrimental impacts on the aquatic ecosystems and marine environments. In this Lab2Market project, we apply a special […]

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Design and optimization of low-frequency piezoelectric energy harvesters

Portable electronic applications are typically powered by batteries, which have limited lifespan and size constraints. Energy harvesting from the spatial environment is a promising solution to sustainable power supplies for low-power portable devices and sensor networks. Vibration-based energy harvesting has received much attention due to the recent advances in microfabrication of piezoceramic materials. These smart […]

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Development of an effective process with aid of micro-organisms and fungus for reduction of environmentally destructive effect of spill oil toward ocean ecosystem protection.

The risk of an oil spill in the marine environment always exists during offshore oil production and transportation. The oil spill can affect the marine ecosystem, including seabirds, aquatic organisms and even humans health, both directly and indirectly. The best solution to the oil spill incident is collecting the spilled oil, extracting that from the […]

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Spatiotemporal influence of sea cage aquaculture on wild fish dietary habits and biological characteristics

Research will involve capturing of commercially valuable wild fish species aggregated around sea cage aquaculture sites in different parts of Newfoundland, including one previously sampled. These specimens will then have samples taken that will be evaluated for an ‘aquaculture signature’ that would indicate direct or indirect consumption of sea cage feed and waste that becomes […]

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Assessing the Market for the Finfish Vaccine

The aquaculture industry is growing rapidly worldwide and provides job opportunities as well as food for humans. However, diseases that are bacterial or viral, having a devastating effect on this sector. Every year huge economic losses are occurring due to bacterial diseases. Though there are several commercial vaccines available on the market, their efficacy is […]

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