SBIR/STTR Research Award
AI Cross-validation of IoT systems to increase Accuracy, Trust, and Mission Readiness
Award amount
$74,929Program and phase
SBIR · Phase IAward year
2023Award details
- Awarding agency
- Department of Defense
- Branch
- Air Force
- Recipient company
- THERMOAI INC
- Proposal award date
- 2022-11-05
- Contract end date
- 2023-02-04
- UEI
- LNFRKV1LFNM5
- Solicitation number
- X22.4
- Topic code
- X224-OCSO1
Research abstract
Leveraging advanced cyber physical system (CPS) and clustering machine learning can crosscheck the signal in Air Force Internet of Things (IoT) systems increasing accuracy, trust, and mission readiness. Inaccurate signals cause false alarms which dimmish trust in IoT systems and can cause service members to ignore warning systems. Cross-validation of alerts can substantially increase the accuracy and trust in critical Air Force IoT systems - like instruction detection systems. During Phase I, we will work with AFRL researcher Anthony Macera in his IoT living lab in Rome Labs to identify the most mission-critical uses to focus on first.
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.
- Combustion Optimizing artificial intelligence to increase energy efficiency and mission readiness
- AI Cross-validation of IoT systems to increase Accuracy, Trust, and Mission Readiness
- Combustion optimizing artificial intelligence to reduce emissions and increase fuel efficiency
- STTR Phase I: Industrial combustion optimization using machine learning to reduce emissions and increase fuel efficiency
Awards with the same topic code
Verified by an exact topic code match. This is not a text-similarity match.
- Sustainable, Non-Incineration-based Destruction of Air Force Hazardous Waste Stockpiles : TACFI
- IRONCLAD: Integrated Resilient Operations for Naval Cloud and AI Deployments
- Advancing Trustworthy, High-Performance LLM Applications with Multimodal Data Access
- Armed Overwatch & sUAS Close Air Support Solution for Air Force Special Operations
- Runway Integrity Validation through Soil Moisture Measurements from a small UAS
Research funding history
5 SBIR/STTR records share this UEI (2020–2024). Reported award amounts total $1,672,378. Reported amounts are not federal obligations.
Phases: Phase I, Phase II
Agencies: Department of Defense, National Science Foundation