Visualisation and dimension reduction of acoustic emission data for damage detection

Journal of Intelligent Material Systems and Structures

Volumn 12, Issue 8, 2001, Pages 529-536

  Manson, G ^a   Worden, K ^a   Holford, K ^b   Pullin, R ^b  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

^b CARDIFF UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC EMISSIONS; BEAMS AND GIRDERS; COMPRESSION TESTING; CONFORMAL MAPPING; PRINCIPAL COMPONENT ANALYSIS; SIGNAL PROCESSING; STATISTICAL METHODS;

DAMAGE DETECTION; DIMENSIONAL REDUCTION; SAMMON MAPPING;

STRUCTURAL ANALYSIS;

EID: 0012456651     PISSN: 1045389X     EISSN: None     Source Type: Journal    
DOI: 10.1106/UD4L-UPGC-WG29-A34L     Document Type: Article

References (9)

1. Bishop, C.M. (1994). Novelty detection and neural network validation. IEE Procedings - Vision and Image Signal Processing, 141: 217-222.
2. Doebling, S.W., Farrar, C.R., Prime, M.B. and Shevitz, D.W. (1996). Damage identification and health monitoring of structural and mechanical systems from changes in their vibration characteristics: a literature review, Los Alamos National Laboratories Report LA-13070-MS.
3. Yan, T. and Holford, K.M. Acoustic emission analysis using pattern recognition technique. Preprint, Department of Mechanical Engineering, University of Wales, Cardiff.
4. Holford, K.M., Yan, T.Y. and Carter, D.C. A self-organisation method for classification of acoustic emission signals. Preprint, Department of Mechanical Engineering, University of Wales, Cardiff.
5. British Standards Institution, (1996). Definition of Terms in Acoustic Emission, Non-Destructive Testing - Terminology Part 9: Draft European Standard. prEN 1330-1339.
6. Sharma, S. (1996). Applied Multivariate Techniques. John Wiley & Sons .
7. Sammon, J.W. (1969). A nonlinear mapping for data structure analysis. IEEE Transactions on Computers, C- 18: 401-409.
8. Lowe, D. and Tipping, M. (1996). Feed-forward neural networks and topographic mapping for exploratory data analysis. Neural Computing and Applications, 4: 83-95.
9. Manson, C., Worden, K., Martin, A. and Tunnicliffe, D.L. (1999). Visualisation and dimension reduction of acoustic emission data for damage detection. In: Proceedings of the International Conference on Damage Assessment of Structure, Dublin.