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Data Driven Damage Diagnosis and Prognosis

Award Information

Department of Defense
Missile Defense Agency
Award ID:
Program Year/Program:
2004 / STTR
Agency Tracking Number:
Solicitation Year:
Solicitation Topic Code:
Solicitation Number:
Small Business Information
Migma Systems Inc.
1600 Providence Highway Walpole, MA -
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Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
Phase 2
Fiscal Year: 2004
Title: Data Driven Damage Diagnosis and Prognosis
Agency / Branch: DOD / MDA
Contract: N65540-04-C-0042
Award Amount: $749,993.00


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.

Principal Investigator:

Bo Ling
President & CEO

Business Contact:

Bo Ling
President & CEO
Small Business Information at Submission:

1600 Providence Highway Walpole, MA 02081

EIN/Tax ID: 460488542
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
Research Institution Information:
University of Rhode Island
203 Wales Hall, 92 Upper College Road
Kingston, RI 02881
Contact: David Chelidze
Contact Phone: (401) 874-2356
RI Type: Nonprofit college or university