DocumentCode :
2098320
Title :
AE entropy for detection of fatigue crack initiation and growth
Author :
Amiri, Mehdi ; Modarres, Mohammad ; Droguett, Enrique Lopez
Author_Institution :
Center for Risk and Reliability, Mechanical Engineering Department, University of Maryland, College Park, USA
fYear :
2015
fDate :
22-25 June 2015
Firstpage :
1
Lastpage :
8
Abstract :
In this paper we investigate whether the entropy of acoustic emissions (AE), can be used for determination of fatigue crack initiation and growth in AA7075-T6. The AE used for studying the damage evolution is acquired during fatigue testing of notched specimen under uniaxial cyclic load. The results show that the evolutions of the AE entropy estimated in the time domain correlates well with the evolution of the AE hit count rate. One advantage of using AE entropy is that information of both the amplitude and the compactness of AE signals is accounted for. We propose a new technique for detection and determination of fatigue crack initiation and growth, which could have a major contribution to the structural diagnosis and prognosis. We also conceptually discuss a possible connection between the thermodynamic and information entropic approach. This hypothesis may offer a novel approach to link fundamental physics of failure (PoF) with fatigue damage.
Keywords :
Degradation; Entropy; Fatigue; Information entropy; Nickel; Prognostics and health management; Thermodynamics; AE entropy; Aluminum alloy; Fatigue crack; Structural health monitoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Prognostics and Health Management (PHM), 2015 IEEE Conference on
Conference_Location :
Austin, TX, USA
Type :
conf
DOI :
10.1109/ICPHM.2015.7245038
Filename :
7245038
Link To Document :
بازگشت