Data Driven Damage Diagnosis and Prognosis

Award Information
Agency:
Department of Defense
Branch:
Missile Defense Agency
Amount:
$749,992.00
Award Year:
2004
Program:
STTR
Phase:
Phase II
Contract:
N65540-04-C-0042
Agency Tracking Number:
B2-0775
Solicitation Year:
2003
Solicitation Topic Code:
MDA03T-001
Solicitation Number:
N/A
Small Business Information
MIGMA SYSTEMS, INC.
1600 Providence Highway, Walpole, MA, 02081
Hubzone Owned:
N
Socially and Economically Disadvantaged:
Y
Woman Owned:
Y
Duns:
125933916
Principal Investigator
 Bo Ling
 President & CEO
 (508) 660-0328
 bling@migmasys.com
Business Contact
 Bo Ling
Title: President & CEO
Phone: (508) 660-0328
Email: bling@migmasys.com
Research Institution
 University of Rhode Island
 David Chelidze
 203 Wales Hall, 92 Upper College Road
Kingston, RI, 02881
 (401) 874-2356
 Nonprofit college or university
Abstract
This Phase II proposal focuses on the development of a data-driven, integrated damage diagnosis and prognosis technology to enable on-line, accurate and useful failure predictions for ABL systems. The developed software system will utilize the advanced nonlinear dynamics based signal analysis and dynamics reconstruction methods to identify active damage modes, track their evolution, develop appropriate empirical damage models and predict remaining useful life. The applicability of developed technology will be demonstrated using an experimental apparatus of ABL pressure vessel system. The experimental data will be used to develop empirical models for anticipated failure modes that will be used in automated failure prognosis system. The primary objective of Phase II is the product development. Based on the promising technologies developed in Phase I, two products will be developed: (1) embedded middleware deployed in an embedded computing platform, and (2) standalone component-level diagnosis and prognosis system. These two products will be used in the equipment diagnosis and prognosis for ABL, and CMMS (Computerized Maintenance Management System) for process industry. Algorithms developed in Phase I/II will be implemented in C/C++. Effort will be focused on accuracy, autonomous, speed and efficiency of the system. A detailed sales and marketing business plan will be developed.

* information listed above is at the time of submission.

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