SBIR/STTR Research Award
A Predictive Maintenance Solution for Aircraft Health Monitoring that can Learn and Improve Over Time
Award amount
$71,661Program and phase
SBIR · Phase IAward year
2024Award details
- Awarding agency
- Department of Defense
- Branch
- Air Force
- Recipient company
- PREDICTRONICS CORP
- Proposal award date
- 2023-12-13
- Contract end date
- 2024-03-13
- UEI
- MEB7MTZDX629
- Solicitation number
- X23.7
- Topic code
- AFX237-PCSO1
Research abstract
The Department of the Air Force (DAF) is in the process of incorporating predictive maintenance capabilities and technology to improve their mission readiness and fleet availability. Although there are existing solutions deployed at DAF and for commercial aircraft, these solutions typically have a higher rate of false alarms than desired and have a reduction in model accuracy over time since the solution does not continue to learn and update with more data over time. The proposed solution is an automated and sensor (residual) based predictive maintenance solution that updates and learns over time to provide more robust health monitoring, alerts, and diagnosis capabilities to support the DAF objectives for achieving improved mission readiness and fleet availability.
Technology keywords
Not reported
Other awards by this recipient
Verified by the same UEI. These are other public SBIR/STTR award pages, not a merged company record.
- Digital Twin-Based Process Monitoring, In-Situ Defect Detection, and Real-Time Process Adjustment Solution for Automated Fiber Placement (AFP) Process
- Normalization the Effect of Multiple Operating Conditions for Robust Machining Center Predictive Maintenance
- N193-A01 NAVY TECHNOLOGY ACCELERATION - Machine Learning (ML) and Artificial Intelligence (AI) to Develop Capabilities and Impact Mission Success
- NAVY TECHNOLOGY ACCELERATION - Machine Learning (ML) and Artificial Intelligence (AI) to Develop Capabilities and Impact Mission Success
- SBIR Phase I: A Fleet-based Fault Detection System Based on Clustering Approach
Awards with the same topic code
Verified by an exact topic code match. This is not a text-similarity match.
- Penetration X-ray Inspection of Spacecraft
- AI Enhanced Battle Damage Assessment and Ballistic Prediction for Medium Range UAS
- ThinkOrbital TACFI
- Accurate Drone Localization Using Lighthouse's Innovative Computer Vision-Based Airspace Management System and Integrated RF Sniffing
- QuickSAT/SHERLOCK, An AI Architecture For In Situ Vehicle Monitoring, Vehicle Health Management and Fault Detection
Research funding history
6 SBIR/STTR records share this UEI (2014–2026). Reported award amounts total $2,051,960. Reported amounts are not federal obligations.
Phases: Phase I, Phase II
Agencies: Department of Defense, National Science Foundation