Contribution: Industrial Research Assistance Program – Contributions to Firms
Venturi Engineering Solutions Inc.
$49,300.00
ML Approach to Centrifugal Pump Health Monitoring (Project Canary)
EF 2020-21 · 2021-02-15
Résumé
Develop a novel ML (machine learning) approach to help monitor and predict the performance of industrial centrifugal pumps.
Pumped systems account for more than 20% of electrical energy consumption; and it is vital to understand its performance to optimize their connected industrial systems and reduce GHG emissions
With our domain knowledge, we have identified a gap in large scale pipelines to monitor their centrifugal pumps and optimize their operations as equipment testing typically happens during initial factory acceptance and after equipment failure. Pump performance is not actively monitored during its life cycle, which over time, can lead to unnoticed degradation and unplanned outages.
Ministère
Programme
Industrial Research Assistance Program – Contributions to FirmsIndustrial Research Assistance Program-Contributions to Firms (lien de confiance élevée)
Bénéficiaire
Emplacement
Edmonton|Edmonton, Alberta, Canada
Type de bénéficiaire
For-profit organization
Numéro d'entreprise
822771762
Type
Contribution
Source
Proactive Disclosure - Grants and Contributions
Modifications
Chaque version de l'entente telle que publiée, de la plus ancienne à la plus récente, avec son total à cette version. Le montant ci-dessus est le plus récent.
| Modification | Date | Exercice financier | Total |
|---|---|---|---|
| 0 | 2021-02-15 | 2020-21 | $49,300.00 |
| 1 | 2021-02-15 | 2020-21 | $49,300.00 |
Tel que publié
Additional Information
This agreement has been amended 1 time(s). The end date of this agreements has been modified by 77 days.
Additional Information (French)
Cet accord a été modifié 1 fois La date de fin du présent accord a été changé de 77 jours.
Agreement End Date
2021-08-31
Agreement Number
965059
Agreement Start Date
2021-02-15
Agreement Title
ML Approach to Centrifugal Pump Health Monitoring (Project Canary)
Agreement Title (French)
Approche AM pour la surveillance de la santé des pompes centrifuges (Projet Canary)
Agreement Type
Contribution
Agreement Value
$49,300.00
Amendment Date
2021-07-16
Amendment Number
1
Coverage
IRAP Contributions to Firms projects stimulate wealth creation for Canada through technological innovation. | Les projets des Contributions aux entreprises stimulent la création de richesse au Canada grâce à l’innovation technologique.
Description
Develop a novel ML (machine learning) approach to help monitor and predict the performance of industrial centrifugal pumps.
Pumped systems account for more than 20% of electrical energy consumption; and it is vital to understand its performance to optimize their connected industrial systems and reduce GHG emissions
With our domain knowledge, we have identified a gap in large scale pipelines to monitor their centrifugal pumps and optimize their operations as equipment testing typically happens during initial factory acceptance and after equipment failure. Pump performance is not actively monitored during its life cycle, which over time, can lead to unnoticed degradation and unplanned outages.
Description (French)
Concevoir une nouvelle approche AM (apprentissage machine) pour aider à surveiller et à prévoir les performances des pompes centrifuges industrielles. Les systèmes pompés représentent plus de 20 % de la consommation d'énergie électrique; il est vital de comprendre leurs performances pour optimiser leurs systèmes industriels connectés et réduire les émissions de gaz à effet de serre. Avec notre connaissance du domaine, nous avons décelé une lacune dans les conduites à grande échelle pour surveiller leurs pompes centrifuges et optimiser leur fonctionnement, car les essais des équipements ont généralement lieu lors de la réception initiale en usine et après une défaillance de l'équipement. Les performances des pompes ne sont pas activement surveillées pendant leur cycle de vie, ce qui, avec le temps, peut entraîner une dégradation inaperçue et des arrêts imprévus.
Expected Results
The purpose of IRAP Contributions to Firms is to support research, development, adoption and/or adaptation of innovative or technology-driven new or improved products, services or processes in Canada up to their commercialization
Expected Results (French)
Le PARI, par le biais des Contributions aux entreprises, vise à appuyer la recherche, le développement, l’adaptation et/ou l’adoption au Canada de produits, de services ou de processus novateurs ou axés sur des technologies nouvelles ou améliorées, et ce jusqu’à leur commercialisation
Federal Riding
Edmonton Centre
Federal Riding (French)
Edmonton-Centre
Federal Riding Number
48014
NAICS Code
486990
Organization Code
nrc-cnrc
Organization
National Research Council Canada | Conseil national de recherches Canada
Program Name
Industrial Research Assistance Program – Contributions to Firms
Program Name (French)
Programme d’aide à la recherche industrielle – Contributions aux entreprises
Program Purpose
The purpose of IRAP Contributions to Firms is to support research, development, adoption and/or adaptation of innovative or technology-driven new or improved products, services or processes in Canada up to their commercialization
Program Purpose (French)
Le PARI, par le biais des Contributions aux entreprises, vise à appuyer la recherche, le développement, l’adaptation et/ou l’adoption au Canada de produits, de services ou de processus novateurs ou axés sur des technologies nouvelles ou améliorées, et ce jusqu’à leur commercialisation
Recipient Business Number
822771762
Recipient City
Edmonton|Edmonton
Recipient Country
CA
Recipient Legal Name
Venturi Engineering Solutions Inc.
Recipient Postal Code
T5J 0Z9
Recipient Province or Territory
AB
Recipient Type
F
Reference Number
172-2020-2021-Q4-965059
