USA flag logo/image

An Official Website of the United States Government

Pattern Recognition for Aircraft Maintainer Troubleshooting

Award Information

Agency:
Department of Defense
Branch:
Air Force
Award ID:
67473
Program Year/Program:
2004 / SBIR
Agency Tracking Number:
F041-051-1022
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
21st Century Technologies Inc.
6011 West Courtyard Drive Bldg 5, Suite 300 Austin, TX -
View profile »
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 2004
Title: Pattern Recognition for Aircraft Maintainer Troubleshooting
Agency / Branch: DOD / USAF
Contract: FA8650-04-M-6491
Award Amount: $99,974.00
 

Abstract:

A significant maintenance problem is to prescribe the best corrective action for a problem; thus requiring a system to be capable of reasoning about a history of symptoms and corrective actions. Considerable time and cost savings could occur if maintainers were provided with the best corrective action given a problem. Since much of the symptoms and corrective actions are recorded as free-form text, a solution must be able to interpret that text, reason about the knowledge presented in the text, and select the best corrective action. COLLT (Computational Language and Learning Tool) will be a robust and extensible natural language and learning technology for CAMS that re-uses the Corrective Actions based on the same or similar Discrepancy. COLLT is built on computational linguistics, inductive logic programming, and machine learning technologies. COLLT derives normalized representations of the discrepancy/corrective action fields from CAMS and uses these to pattern match between Corrective Actions and Discrepancies. These normalized representations form the example set where machine-learning algorithms can compute generalizations about discrepancies and corrective actions based on CAMS. Hence, COLLT becomes more proficient over time. This innovative integration of technologies will result in a significant new capability for the aircraft maintainer in identifying the appropriate course of action.

Principal Investigator:

Paula deWitte
Director
5123420010
pdewitte@21technologies.com

Business Contact:

Darrin Taylor
Vice President
5123420010
dtaylorz@21technologies.com
Small Business Information at Submission:

21ST CENTURY TECHNOLOGIES, INC.
11675 Jollyville Road, Suite 300 Austin, TX 78759

EIN/Tax ID: 541719551
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No