JSF Fleet Manager: an Automated Reasoner for Aircraft Operational Availability Decision Support

Award Information
Agency:
Department of Defense
Amount:
$749,955.00
Program:
SBIR
Contract:
N68335-07-C-0201
Solitcitation Year:
2006
Solicitation Number:
2006.1
Branch:
Navy
Award Year:
2007
Phase:
Phase II
Agency Tracking Number:
N061-023-0146
Solicitation Topic Code:
N06-023
Small Business Information
IMPACT TECHNOLOGIES, LLC
200 Canal View Blvd, Rochester, NY, 14623
Hubzone Owned:
N
Woman Owned:
N
Socially and Economically Disadvantaged:
N
Duns:
073955507
Principal Investigator
 G. Scott Valentine
 Manager, Maintenance & Lo
 (585) 424-1990
 scott.valentine@impact-tek.com
Business Contact
 Mark Redding
Title: President
Phone: (585) 424-1990
Email: mark.redding@impact-tek.com
Research Institution
N/A
Abstract
Impact Technologies, LLC proposes to further develop the use of an automated reasoner to provide decision support for fleet management of military aircraft. The proposed tool will consist of four tightly integrated components: data mining, availability assessment and maintenance optimization, mission planning, and interactive data visualization. The data mining module will operate on the operational and maintenance data from potentially different data sources, such as DECKPLATE, in different formats. Data integrity will be checked and data problems will be addressed when possible and as needed. Then different data mining techniques will be applied to extract knowledge from the data. Knowledge gained from different techniques and/or coming from different databases will then be fused together to provide an overall view of the status of the fleet. The development will also include an automated reasoner that will use the data to determine current aircraft availability across the fleet and optimize maintenance actions to maximize availability. A mission planning module will also use upcoming mission profile and requirements to determine optimal asset allocation that will ensure high mission reliability as well as any needs for maintenance schedule modifications and to estimate maintenance needs after mission completion. The user will interact with the software tool through an interactive data visualization module that would make it possible to investigate the reasoning process to any desired level of detail up to the raw data.

* information listed above is at the time of submission.

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