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Distributed Diagnosis, Prognosis and Recovery for Complex Systems

Award Information

Agency:
National Aeronautics and Space Administration
Branch:
N/A
Award ID:
95628
Program Year/Program:
2010 / STTR
Agency Tracking Number:
090143
Solicitation Year:
N/A
Solicitation Topic Code:
T1
Solicitation Number:
N/A
Small Business Information
Traclabs, Inc.
100 Northeast Loop 410 Suite 520 San Antonio, TX 78216-6363
View profile »
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 2010
Title: Distributed Diagnosis, Prognosis and Recovery for Complex Systems
Agency: NASA
Contract: NNX10CF50P
Award Amount: $99,876.00
 

Abstract:

Complex space systems such as lunar habitats generate huge amounts of data. For example, the International Space Station (ISS) has over 250,000 individually identified pieces of low-level telemetry and commands. Innovative algorithms for collecting and analyzing this data are leading to new technologies for managing large, complex and distributed systems. Lunar habitats will have multiple interacting subsystems that govern their behavior and performance. Assessing the health of the different subsystems and their effect on the overall system will be crucial to effective and safe control and operation of lunar habitats. There are three complementary approaches to diagnosis, prognosis, and recovery: 1) model-based approaches that rely on a priori models of the systems; 2) data-driven approaches that mine sensor and command data using machine learning and statistical methods; and 3) procedure-driven approaches that perform system tests and branch on the results until a root cause is found and a recovery strategy executed. We are proposing to build a comprehensive and integrated approach to fault diagnosis, prognosis and recovery that combines all three of these approaches emphasizing their strengths and negating their weaknesses. The resulting system will monitor spacecraft systems, detect and diagnose failures and respond to mitigate those failures.

Principal Investigator:

David Kortenkamp
Principal Investigator
2814617884
korten@traclabs.com

Business Contact:

David Kortenkamp
Business Official
2814617884
Small Business Information at Submission:

TRACLabs, Inc.
100 N.E. Loop 410, Suite 520 San Antonio, TX 78216

EIN/Tax ID: 202601412
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
Research Institution Information:
Vanderbilt University
2301 Vanderbilt Place Station B #7749
Nashville, TN 37235
Contact Phone: 6153223979