Modeling of Chromate-Free Coating Systems Using Data Mining

Award Information
Agency: Department of Defense
Branch: Air Force
Contract: FA8650-06-M-5045
Agency Tracking Number: F061-116-1790
Amount: $99,987.00
Phase: Phase I
Program: SBIR
Awards Year: 2006
Solicitation Year: 2006
Solicitation Topic Code: AF06-116
Solicitation Number: 2006.1
Small Business Information
315 Huls Drive, Clayton, OH, 45315
DUNS: 793274747
HUBZone Owned: N
Woman Owned: Y
Socially and Economically Disadvantaged: N
Principal Investigator
 Maria Inman
 Research Director
 (937) 836-7749
 mariainman@faradaytechnology.com
Business Contact
 E. Taylor
Title: Chief Executive Officer
Phone: (937) 836-7749
Email: jenningstaylor@faradaytechnology.co
Research Institution
N/A
Abstract
In the proposed Phase I SBIR program, Faraday, KBSI and Prof. John Scully will demonstrate the applicability of data mining combined with fundamental parameter analysis to model the performance and predict the lifetime of chromate-free coatings systems for aircraft applications, exposed to a variety of environmental stresses. This technology will assist coating developers with finding a coating system that functionally replaces traditional coatings that contain toxic chromates. In Phase I, the team will identify a commercially available non-chromium based coating system, monitor the performance of that coating system under environmental stresses (including pH, aggressive chemical species, and elevated temperature) and develop algorithms to model the data. In Phase II, we will extend the scope of the data mining model to a variety of commercially available chromate-free coating systems, with extensive laboratory and field testing, and including service data. This predictive model will help to accelerate the development of new chromate-free coatings systems by separating out the effects of each layer in the coating system, and providing guidance as to the best possible combinations of conversion coating, primer and topcoat to provide the functionality required for U.S. Air Force applications.

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

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