Canada Spends Logo

Explorez notre analyse du budget 2026

Grant: Applied Research and Development Grants - Level 1

Humber College Institute of Technology & Advanced Learning

$25,000.00

Cloud-based load prediction system for smart grids

EF 2020-21

Résumé
The project will help Alphacor open new markets and attract more companies to use its metering devices. Companies benefiting from this new service will attract more customers and potentially increase employment as a result. The objective of this project is to implement a visualization and prediction model for this data in order to add value for customers and clients using Alphacor's smart meters and use the data captured to do predictive analytics. The research will explore making use of machine learning algorithms to provide prediction for future power consumption and advanced features such as security of the grid from unwanted attacks. Power generation in Ontario and around the world is going towards a free-market platform. This means that power providers will be able to bid on the power that is needed. When demand is high, the cost of power goes up and the utility companies ensure that the power needed is supplied to the grid by providing higher price for each kilowatt of power supplied at critical times. For suppliers, it is advantageous to have a prediction of this power surge in order to optimize delivery of power at the right time. In order to predict and analyze power costs, however, the power grid needs to be "smart" by installing meters capable of recording the power consumption in real time. Alphacor Sustainability Solutions is a Canadian company engaged in design, manufacturing and implementation of power meters for smart grids. The company is now looking for integrating their smart-meters with a software solution where potential vendors can view their devices and the power they are consuming in real time and make decisions accordingly.
Programme
Applied Research and Development Grants - Level 1
Emplacement
Ontario, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data

Tel que publié

Application id
556155-2020
Name nom
Morris, Raeshelle
Department département
Humber North Campus
Organization id
1662
Institution établissement
Humber College Institute of Technology & Advanced Learning
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2020
Competition year année de concours
2020
Award amount
25000
Program id
CARD1
Program name en
Applied Research and Development Grants - Level 1
Program name fr
Subventions de recherche et développement appliquée - niveau 1
Group en
Research partnerships programs
Group fr
Programmes de partenariat
Committee code
1561
Committee name en
Applied Research and Development Grants
Committee name fr
Subventions de recherche et développement appliquée
Area of application code
9999
Area of application group en
Not available
Area of application group fr
Non disponible
Area of application en
Not available
Area of application fr
Non disponible
Research subject code
2805
Research subject group en
Artificial intelligence
Research subject group fr
Intelligence artificielle
Research subject en
Learning and inference theories
Research subject fr
Théories de l'apprentissage et l'inférence
Installment
inst:1 - 1
Partie
1
Nb partie
1
Application title
Cloud-based load prediction system for smart grids
Keyword
NSERC
Application summary
The project will help Alphacor open new markets and attract more companies to use its metering devices. Companies benefiting from this new service will attract more customers and potentially increase employment as a result. The objective of this project is to implement a visualization and prediction model for this data in order to add value for customers and clients using Alphacor's smart meters and use the data captured to do predictive analytics. The research will explore making use of machine learning algorithms to provide prediction for future power consumption and advanced features such as security of the grid from unwanted attacks. Power generation in Ontario and around the world is going towards a free-market platform. This means that power providers will be able to bid on the power that is needed. When demand is high, the cost of power goes up and the utility companies ensure that the power needed is supplied to the grid by providing higher price for each kilowatt of power supplied at critical times. For suppliers, it is advantageous to have a prediction of this power surge in order to optimize delivery of power at the right time. In order to predict and analyze power costs, however, the power grid needs to be "smart" by installing meters capable of recording the power consumption in real time. Alphacor Sustainability Solutions is a Canadian company engaged in design, manufacturing and implementation of power meters for smart grids. The company is now looking for integrating their smart-meters with a software solution where potential vendors can view their devices and the power they are consuming in real time and make decisions accordingly.