Data Mining and Fusion in Health Monitoring Applications

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Authors
  1. Mrad, N.
  2. Liu, Z.
Corporate Authors
Defence R&D Canada - Atlantic, Dartmouth NS (CAN)
Abstract
A survey on the state of data mining and fusion technologies and methodologies for structural health monitoring (SHM) is presented in this document. Current research and development efforts are briefly introduced and reviewed. Implementation and application of the diagnostics, prognostics, and health management (DPHM) concepts are also presented, highlighting the significance of data mining and fusion as key components of the concept’s architecture. Methodologies and fusion performance metrics are further identified, reviewed and summarized and the potential use of data mining and fusion for SHM and DPHM applications is also discussed. Recommendations on future research and development and on most promising approaches are also provided.
Keywords
Data fusion;data mining;SHM;CBM;PHM;DPHM;aircraft;signal processing
Report Number
DRDC-ATLANTIC-TM-2011-082 — Technical Memorandum
Date of publication
01 Oct 2012
Number of Pages
52
DSTKIM No
CA046260
CANDIS No
807013
Format(s):
Electronic Document(PDF)

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