Utilizing data mining to influence maintenance actions

AUTOTESTCON (Proceedings)

Volumn , Issue , 2010, Pages 267-271

  Young, Thomas ^a   Fehskens, Matthew ^a   Pujara, Paavan ^a   Burger, Michael ^a   Edwards, Gail ^a  

^a Naval Air Systems Command   (United States)

Author keywords

Data mining; Maintenance; Operational availability; Statistical analysis; Text mining

Indexed keywords

AIRCRAFT LAUNCH; AUTOMATED TEST SYSTEMS; BUILT-IN TESTS; CLEMENTINE; COMMERCIAL-OFF-THE-SHELF; COMPONENT FAILURES; ELECTRONICS BOX; EXPERT KNOWLEDGE; HISTORICAL DATA; INTEGRATED DIAGNOSTICS; INTEGRATED SUPPORTS; MAINTENANCE ACTION; MAINTENANCE MANUAL; MAINTENANCE PRACTICES; MAINTENANCE PROCEDURES; MINING INDUSTRY; NONTRIVIAL SOLUTION; OPERATIONAL AVAILABILITY; PERFORMANCE DATA; RAPID DEVELOPMENT; SOFTWARE TOOL; SPECIFIC COMPONENT; STATISTICAL ANALYSIS; SUBJECT MATTER EXPERTS; TEXT MINING; TOTAL COST OF OWNERSHIP;

AIRCRAFT PARTS AND EQUIPMENT; DATA MINING; DATA WAREHOUSES; HIGH ENERGY PHYSICS; INDUSTRY; KNOWLEDGE MANAGEMENT; LIGHT VELOCITY; MAINTAINABILITY; MILITARY AIRCRAFT; NAVAL VESSELS; REPAIR; SHIPBUILDING; STATISTICAL METHODS;

PREVENTIVE MAINTENANCE;

EID: 78649589973     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AUTEST.2010.5613610     Document Type: Conference Paper

References (3)

1. Meseroll, R. J., Kirkos, C. J., and Shannon, R. A. "Data Mining Navy Flight and Maintenance Data to Affect Repair." AUTOTESTCON, 2007 IEEE. pp. 476-481.
2. Kirkos, C., Meseroll, R., Edwards, G., Fehskens, M. "Analyzing Automated Maintenance Architectures to Provide Flexible Smart Maintenance Capabilities." AUTOTESTCON 2008, IEEE. pp. 382-388.
3. Pyle, D. Data Preparation for Data Mining, Morgan Kaufmann, 1999. pp 11.