Reference number : 172-2022-2023-Q3-995493, amendment number : , agreement type : C, recipient legal name : VL Energy Ltd., recipient country : CA, recipient province : AB, recipient city : Calgary|Calgary, recipient postal code : T3H 0Y8, program name english : Industrial Research Assistance Program – Contributions to Firms, program name french : Programme d’aide à la recherche industrielle – Contributions aux entreprises, program purpose english : 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, agreement title english : Development of an Artificial Intelligence powered Predictive Emissions Monitoring Systems (PEMSs), agreement title french : Développement d'un système de surveillance prédictive des émissions alimenté par l'intelligence artificielle., agreement number : 995493, agreement value : 75000.0, agreement start date : 2022-09-01, agreement end date : 2023-03-31, description english : The project will use artificial intelligence (AI), specifically machine learning (ML), technologies to develop drift detection systems, and notification systems. The ML algorithms to be tested include but not limited to DBSCAN, Isolation Forest, K-nearest neighbor (k-NN), K-means, Support Vector Machine (SVM), Recurrent neural networks (RNNs)., description french : Le projet utilisera des technologies d'intelligence artificielle (IA), en particulier l'apprentissage automatique (AA), pour mettre au point des systèmes de détection de dérive et des systèmes de notification. Les algorithmes d'AA qui seront testés comprennent, entre autres, DBSCAN, Isolation Forest, K-nearest neighbor (k-NN), K-means, Support Vector Machine (SVM), Recurrent neural networks (RNNs)., expected results english : 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, additional information english : nan, additional information french : nan, owner organization : nrc-cnrc, owner organization title : National Research Council Canada | Conseil national de recherches Canada