Grant: Applied Research and Development Grants - Level 2
Lambton College of Applied Arts and Technology
$75,000.00
Artificial Intelligence, Diagnostic and Recommender System for Energy Efficiency and Performance Optimization of Industrial Process Equipment
EF 2017-18
Résumé
Effective equipment optimization protects industry's investments through minimizing downtime, extending equipment life, reducing energy and optimizing performance. In the age of automation and smart technology, the key goal should be designing the next generation of predictive monitoring systems, which can recommend substantial improvements of the existing process equipment through remotely analyzing the data for current performance.LeapFrog Energy Technologies Inc. is an Ontario company that has completed more than 1500 industrial energy and water efficiency audits of manufacturing and mining sectors and underlying process equipment including air compressors, fans and blowers, pumps and industrial refrigeration. Recognizing that customer's energy consumption is not homogeneous, LeapFrog Energy moved to developing simple algorithms to target specific customers for energy efficiency and demand response programs. Lambton College's Lambton Energy Research Centre through this applied research project is collaborating with Leapfrog to develop an automated integrated solution of gathering and analyzing instrumentation data, data cleansing and organization, pattern recognition, prediction and recommendations, and target process equipment including pumps, compressed air systems, fans and blowers, and industrial chillers. The driving factors for this system are cost reduction through energy efficiency, reliability improvements and GHG reduction. The results of the project will provide economic growth, exporting opportunities, job creation and global competitiveness. Canada will also benefit from energy and GHG reduction.
Programme
Applied Research and Development Grants - Level 2
Bénéficiaire
Emplacement
Ontario, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data
Tel que publié
Application id
519856-2017
Name nom
Sheikhzadeh, Mehdi
Department département
Head Office
Organization id
26621
Institution établissement
Lambton College of Applied Arts and Technology
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2017
Competition year année de concours
2017
Award amount
75000
Program id
CARD2
Program name en
Applied Research and Development Grants - Level 2
Program name fr
Subventions de recherche et développement appliquée - niveau 2
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
516
Area of application group en
Manufacturing processes and products
Area of application group fr
Procédés et produits industriels
Area of application en
Mechanical machinery, heavy equipment (including farm, forestry, and construction equipment)
Area of application fr
Machinerie mécanique, machinerie lourde (y compris machinerie agricole, forestière, de construction)
Research subject code
2700
Research subject group en
Information technology
Research subject group fr
Technologie de l'information
Research subject en
Information technology
Research subject fr
Technologie de l'information
Partie
1
Nb partie
1
Application title
Artificial Intelligence, Diagnostic and Recommender System for Energy Efficiency and Performance Optimization of Industrial Process Equipment
Keyword
NSERC
Application summary
Effective equipment optimization protects industry's investments through minimizing downtime, extending equipment life, reducing energy and optimizing performance. In the age of automation and smart technology, the key goal should be designing the next generation of predictive monitoring systems, which can recommend substantial improvements of the existing process equipment through remotely analyzing the data for current performance.LeapFrog Energy Technologies Inc. is an Ontario company that has completed more than 1500 industrial energy and water efficiency audits of manufacturing and mining sectors and underlying process equipment including air compressors, fans and blowers, pumps and industrial refrigeration. Recognizing that customer's energy consumption is not homogeneous, LeapFrog Energy moved to developing simple algorithms to target specific customers for energy efficiency and demand response programs. Lambton College's Lambton Energy Research Centre through this applied research project is collaborating with Leapfrog to develop an automated integrated solution of gathering and analyzing instrumentation data, data cleansing and organization, pattern recognition, prediction and recommendations, and target process equipment including pumps, compressed air systems, fans and blowers, and industrial chillers. The driving factors for this system are cost reduction through energy efficiency, reliability improvements and GHG reduction. The results of the project will provide economic growth, exporting opportunities, job creation and global competitiveness. Canada will also benefit from energy and GHG reduction.