Grants and Contributions:

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Title:

Implementation of reinforcement learning to optimize biogas production through the development of a Digital Twin Model

Agreement Number:

975671

Agreement Value:

$100,000.00

Agreement Date:

Jul 1, 2021 - Sep 30, 2022

Description:

The proposed project aims to develop and demonstrate a machine learning based Recommender System using reinforcement learning and 2 different digital twin models, ultimately, to help Anaergia Plant Operators make more informed decisions, with an objective to optimize (increase or decrease) biogas production, total plant capacity, downtime, stability of biogas production, energy use, natural gas use, valorization of non-organic waste, quality of fertilizer output, based on Plant objectives and operation and maintenance (O&M) contracts.

Organization:

National Research Council Canada

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

Location:

Burlington, Ontario, CA L7L 4X5

Reference Number:

172-2021-2022-Q2-975671

Agreement Type:

Contribution

Report Type:

Grants and Contributions

Recipient Business Number:

848441002

Recipient Type:

For-profit organization

Additional Information:

This agreement has been amended 1 time(s). The end date of this agreements has been modified by 63 days.

Amendment Date

Jul 28, 2022

Recipient's Legal Name:

Anaergia Inc.

Federal Riding Name:

Burlington

Federal Riding Number:

35015

Program:

Industrial Research Assistance Program – Contributions to Firms

Program Purpose:

Coverage:

IRAP Contributions to Firms projects stimulate wealth creation for Canada through technological innovation.

NAICS Code:

56299

Amendments:

See Amendments