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United States Project Notice - Ventilation Air Methane Abatement Via Catalytic Oxidation (VAMCO) With Machine-Learning Enhanced Sensing And Feedback Controls


Project Notice

PNR 58680
Project Name Ventilation Air Methane Abatement via Catalytic Oxidation (VAMCO) with Machine-Learning Enhanced Sensing and Feedback Controls
Project Detail REMEDY (Reducing Emissions of Methane Every Day of the Year) aims to reduce methane emissions from three sources in the oil, gas, and coal value chains: (1) exhaust from 50,000 natural gas-fired lean-burn engines used to drive compressors, generate electricity, and increasingly repower ships, (2) the estimated 300,000 flares required for safe operation of oil and gas facilities, and (3) coal mine ventilation of air and methane exhausted from 250 operating underground mines. These sources are responsible for at least 10% of U.S. anthropogenic methane emissions. Reducing emissions of methane, which has a high greenhouse gas warming potential, will ameliorate climate change. The intent is to de-risk and identify economies of scale for the proposed systems so they can advance to commercialization. Project Innovation + Advantages: The Massachusetts Institute of Technology (MIT) aims to develop a complete system to remove low-level methane from high-flow gaseous streams associated with coal mining. Because state-of-the-art mine ventilation air systems offer zero methane conversion, the system will be developed and tested on ventilation air methane. MIT’s design will include real-time input determination, output performance sensing, advanced machine learning algorithms, and feedback control for process optimization. Incorporation of MIT’s system could mitigate nearly 39 million metric tons (MMT) of CO2 equivalents (CO2e) in the U.S., translating to nearly 410 MMT of CO2e if deployed globally. The proposed technology could potentially reverse the trend of accumulating atmospheric methane, offering significant environmental benefits. Potential Impact: REMEDY addresses methane emissions from domestic oil, gas, and coal value chains, accounting for 78% of U.S. primary energy.
Funded By Self-Funded
Sector Energy & Power
Country United States , Northern America
Project Value USD 3,722,376

Contact Information

Company Name Massachusetts Institute of Technology (MIT)
Web Site https://arpa-e.energy.gov/technologies/projects/ventilation-air-methane-abatement-catalytic-oxidation-vamco-machine-learning

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