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Model Updating and Uncertainty Management for Aircraft Prognostic Systems

Award Information

Agency:
National Aeronautics and Space Administration
Branch:
N/A
Award ID:
90504
Program Year/Program:
2009 / SBIR
Agency Tracking Number:
084293
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
Sentient Corporation
850 Energy Drive Suite 307 Idaho Falls, ID 83401-
View profile »
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 2009
Title: Model Updating and Uncertainty Management for Aircraft Prognostic Systems
Agency: NASA
Contract: NNX09CC04P
Award Amount: $99,288.00
 

Abstract:

This proposal addresses the integration of physics-based damage propagation models with diagnostic measures of current state of health in a mathematically rigorous method for the determination of remaining useful life. The principle goal of the proposed Phase I research is the investigation of issues associated with the integration of three independently developed algorithms (physics-based damage progression, diagnostics, and model updating architecture) in a single functioning system. Of particular interest is the ability of the proposed architecture to adequately represent the uncertainty associated with both diagnostic state estimation and loading conditions, and the propagation of such uncertainties to the remaining useful life prediction. The integrated prognostic system will be demonstrated using bearing damage (spallation) propagation models coupled with vibration derived diagnostic measures of spall severity obtained from in house testing. Following V&V of the baseline component-level prognostic system, extension of the existing technology towards support of subsystem-level (multi-model) prognostics will be pursued.

Principal Investigator:

Nate Bolander
Principal Investigator
2085228560
nbolander@sentientscience.com

Business Contact:

Paula Lee
Business Official
8028616300
plee@sentientscience.com
Small Business Information at Submission:

Sentient Corporation
850 Energy Drive Idaho Falls, ID 83401

EIN/Tax ID: 820533423
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No