Data Mining for Prognostic of Complex Equipment with Applications in Aerospace and Railroad
- Organization:
- Canadian Institute of Mining, Metallurgy and Petroleum
- Pages:
- 19
- File Size:
- 659 KB
- Publication Date:
- May 1, 2008
Abstract
Help organizations maximize the benefits of the data that they collect ? perform scientific research in: machine learning, data mining, statistics, artificial intelligence, soft computing, information retrieval, information systems, and natural language processing ? preferred application areas: Equipment Health Management, Bioinformatics, Health, Web Mining ? today?s talk limited to Equipment Health Management While the aircraft is still in the air, IDS: ? clusters relevant WRN, FLR, and snag (pilot) messages ? identifies probable causes based on TSM and provide links to corresponding TSM pages ? assesses MEL conditions (GO, NOGO, GOIF, ?) ? displays relevant maintenance history, suggests fixes based on similar cases ? Commercialization with MxI Technologies Ltd and Air Canada in 2000
Citation
APA: (2008) Data Mining for Prognostic of Complex Equipment with Applications in Aerospace and Railroad
MLA: Data Mining for Prognostic of Complex Equipment with Applications in Aerospace and Railroad. Canadian Institute of Mining, Metallurgy and Petroleum, 2008.