TY - JOUR
T1 - Development of an AE Data Management and Analysis System
AU - Sikorska, Joanna
AU - Kelly, P.J.
AU - Pan, Jie
PY - 2006
Y1 - 2006
N2 - The use of acoustic emission testing in continuous monitoring applications presents the analyst with the problem of managing substantial volumes of generated data. To better administer this information, a system has been developed to catalogue, store and process AE data. Based on a relational database, it is independent of the software and hardware used to acquire the data. This paper describes the system and how it is used. Guidance is also given on how to optimise the database for performance, robustness and ease of data extraction. Finally, examples of its data mining capabilities are also presented. (c) 2005 Elsevier Ltd. All rights reserved.
AB - The use of acoustic emission testing in continuous monitoring applications presents the analyst with the problem of managing substantial volumes of generated data. To better administer this information, a system has been developed to catalogue, store and process AE data. Based on a relational database, it is independent of the software and hardware used to acquire the data. This paper describes the system and how it is used. Guidance is also given on how to optimise the database for performance, robustness and ease of data extraction. Finally, examples of its data mining capabilities are also presented. (c) 2005 Elsevier Ltd. All rights reserved.
U2 - 10.1016/j.ymssp.2005.03.003
DO - 10.1016/j.ymssp.2005.03.003
M3 - Article
SN - 0888-3270
VL - 20
SP - 2321
EP - 2339
JO - Mechanical Systems and Signal Processing
JF - Mechanical Systems and Signal Processing
ER -