DocumentCode :
720198
Title :
Two-stage processing system for the detection and on-site localization of acoustic emissions
Author :
Bua-Nunez, Iago ; Posada-Roman, Julio E. ; Garcia-Souto, Jose A.
Author_Institution :
Dept. of Electron. Technol., Univ. Carlos III de Madrid, Leganes, Spain
fYear :
2015
fDate :
11-14 May 2015
Firstpage :
1921
Lastpage :
1926
Abstract :
In this paper a system of two-stage processing for the detection of acoustic emissions and the localization of the sources is presented. The first stage is programmed in LabVIEW and is dedicated to the detection. A second stage is programmed in Matlab and is devoted to the localization. They are connected by a packet-transfer protocol, which also provides of communication for a remote operation. This system combines the advantages of LabVIEW for the multichannel acquisition and denoising of signals and the advantages of Matlab for the data processing. Additionally, several methods of solving the localization equations system have been described and tested. Different solution strategies are compared. The figure of merit is the precision over the runtime. The indirect non-interactive method and the particle-swarm-optimization method provide the best results under conditions of noisy detection.
Keywords :
acoustic signal detection; particle swarm optimisation; signal denoising; transport protocols; virtual instrumentation; LabVIEW; Matlab; acoustic emission detection; acoustic emission on-site localization; data processing; indirect noninteractive method; localization equations system; multichannel acquisition; packet-transfer protocol; particle swarm optimization; remote operation; signal denoising; two-stage processing system; Acoustic emission; MATLAB; Optical fiber sensors; Partial discharges; Protocols; Acoustic Emission; Hybrid Programming; LabVIEW; Localization of Acoustic Emission Source; Matlab; Optical Fiber Sensors; Partial Discharge; Ultrasound Sensors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International
Conference_Location :
Pisa
Type :
conf
DOI :
10.1109/I2MTC.2015.7151575
Filename :
7151575
Link To Document :
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