
Situational Awareness for Mission Critical Ship SystemsAward last edited on: 5/1/2023
Sponsored Program
STTRAwarding Agency
DOD : NavyTotal Award Amount
$124,930Award Phase
1Solicitation Topic Code
N18A-T009Principal Investigator
Nanda RamanujamCompany Information
ASSETT Inc (AKA: Advanced Systems Supportability Engineering Technologies Tools)
Research Institution
George Mason University
Phase I
Contract Number: N68335-18-C-0687Start Date: 7/26/2018 Completed: 1/22/2019
Phase I year
2018Phase I Amount
$124,930Benefit:
Provide consistent near-term outcome predictions/awareness for complex system conditions using advanced machine learning algorithms. Improve feature prediction in complex multi-dimensional data sets. Achieve greater predictive accuracy at lower cost using expand synthetic data sets. Train not only algorithms but also new operators using Simulation environment. Ensure that algorithms continuously learn by collecting and integrating live operational data. Improve operator cognition of system behavior and risk.
Keywords:
Operator cognitive overload, Operator cognitive overload, Predictive Analytics, Digital twin, Machinery Condition Monitoring, Machine Learning Algorithm, Synthetic Data, Operating under uncertainty, Situational Awareness
Phase II
Contract Number: ----------Start Date: 00/00/00 Completed: 00/00/00