Predictive Weapon Maintenance Sensors for U.S. Marine Corps

Armaments Research Company will adapt its Internet-of-Things sensor to transparently embed into crew-served weapons platforms to collect, synthesize, and communicate diagnostics for units to assess the overall health of their platforms By DA Reporter / 26 Oct 2021
Armaments Research Company
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Armaments Research Company, Inc. (ARC) plans to develop a predictive maintenance platform for crew-served weapons for the U.S. Marine Corps as part of ARC’s recently awarded 5-year, $60-million Small Business Innovative Research (SBIR) Phase III contract with the U.S. Department of Defense (DoD) and General Services Administration (GSA) to develop systems for the military’s Joint All-Domain Command and Control (JADC2) project portfolio. 

ARC introduced Task Orders 1 and 3 in September, the first projects to be delivered under the Indefinite Delivery, Indefinite Quantity (IDIQ) contract. These projects focus on fusing data from ARC’s miniaturized Artificial Intelligence (AI)-enabled edge computing sensors with other battlefield data sources, transmitting decision-quality information to tactical forces through mobile and extended reality platforms.

Given the importance of functioning, well-maintained weapons systems on the battlefield, ARC’s latest project expands the development of its AI / Machine Learning (ML)-powered weapons sensor—the ARC-Response (ARC-R)—from small- to medium-caliber weapons platforms. This capability enables predictive maintenance and optimizes unit readiness. The project empowers units to predict, plan, and take proactive steps for events such as parts repair or failure before they occur, ensuring reliability and safety during training and operations.

ARC will adapt its state-of-the art, Internet-of-Things (IoT) sensor to transparently embed into crew-served weapons platforms to collect, synthesize, and communicate diagnostics for units to assess the overall health of their platforms. The data will be used to develop ML algorithms that detect when a component of the weapon may fail or when the weapon system requires maintenance.

These insights allow commanders to take decisive action with timely, accurate information about the utilization rates of their weapons systems, and therefore significantly reducing unscheduled weapons maintenance, extending the lifetime of the weapon and creating cost saving through supply chain optimization.

“Supporting the Marines’ leap forward from time- to conditions-based maintenance for their medium-caliber weapons creates extraordinary potential for efficiencies. This project is particularly exciting because we have the opportunity to understand and help better predict non-age-related equipment issues, which typically comprise 80% of total failures,” said Michael Canty, Chief Executive Officer of ARC. 

“Ultimately, a properly functioning weapon can be a Marine or Soldier’s lifeline in combat and reliability matters; our team is thrilled to contribute.”

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