Self Assessment Tool for Intelligent Prognosis (SATIP)

Award Information
Agency: Department of Defense
Branch: Navy
Contract: N68335-04-C-0094
Agency Tracking Number: N032-0769
Amount: $70,000.00
Phase: Phase I
Program: SBIR
Awards Year: 2004
Solicitation Year: 2003
Solicitation Topic Code: N03-196
Solicitation Number: 2003.2
Small Business Information
6 New England Executive Park, Burlington, MA, 01803
DUNS: 094841665
HUBZone Owned: N
Woman Owned: N
Socially and Economically Disadvantaged: N
Principal Investigator
 Asif Khalak
 Lead Research Engineer
 (781) 273-3388
Business Contact
 John Barry
Title: Contracts Manager
Phone: (781) 273-3388
Research Institution
ALPHATECH proposes an innovative prognostic and diagnostic reasoning assessment tool for Prognostic Health Management systems. The Self Assessment Tool for Intelligent Prognosis (SATIP) is focused towards prognosis of gradual failures in complex mechanical systems such as fatigue failures, in which prognostics is most beneficial. The goal is to ensure that the prognostic model is used within the limits of its assumptions, and to forgo prognostics when assumptions are violated. Such violations may originate from unexpected conditions such as a manufacturing flaw or battle damage. SATIP quantifies the robustness of the models based on a statistical error analysis of the prognostic and diagnostic models with respect to various sources of uncertainty such as exogenous noise and model mismatch. The resulting confidence estimator may be computed even when the state estimate cannot be computed. Based on the confidence result, SATIP decides upon the relevance of the prognostic estimate as well as the appropriate level of fault isolation. Self assessment is an important first step towards a comprehensive off-line and on-line PHM verification system for complex, mission critical, mechanical systems.

* Information listed above is at the time of submission. *

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