Condition monitoring of ductile cast iron with acoustic emission entropy during tensile loading: Energy parameter reporting

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HOSSEINI SEYED MORTEZA; AZADI MOHAMMAD; GHASEMI GHALEBAHMAN AHMAD; JAFARI SEYED MOHAMMAD

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Journal Paper

Paper Information

Journal: JOURNAL OF VIBRATION AND SOUND Year:2021 | Volume:10 | Issue:19 Page(s): 80-95

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Title

Condition monitoring of ductile cast iron with acoustic emission entropy during tensile loading: Energy parameter reporting

Author(s)

HOSSEINI SEYED MORTEZA | AZADI MOHAMMAD | GHASEMI GHALEBAHMAN AHMAD | JAFARI SEYED MOHAMMAD | Issue Writer Certificate

Keywords

Acoustic emission entropy

Real-time condition monitoring

Ductile cast iron

Acoustic emission energy

tensile test

Abstract

In this study, Ductile cast iron (EN-GJS700-2) was evaluated to identify the initiation of cracking and failure. Uniform uniaxial tensile tests were performed on the specimens, extracted from the web of an automobile crankshaft under displacement-controlled conditions according to Iso-6892 standard. The crack initiation detection and failure were performed by the acoustic emission information entropy method. The results of this study showed that the detection of crack initiation in the method based on acoustic emission parameters is associated with uncertainties, while Shannon logarithmic cumulative entropy and Kullback-Liebler logarithmic cumulative relative entropy can be used with good accuracy to detect crack initiation and failure. Another achievement of this study is the presentation of two experimental failure criteria based on Acoustic emission entropy, which makes the evaluation approach based on Acoustic emission entropy for real-time monitoring purposes to be very practical. Among the two logarithmic cumulative entropies of Shannon and Kullback-Liebler relative, the results showed that Kullback-Liebler relative entropy is more suitable for detecting crack initiation.

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APA: Copy

HOSSEINI, SEYED MORTEZA, AZADI, MOHAMMAD, GHASEMI GHALEBAHMAN, AHMAD, & JAFARI, SEYED MOHAMMAD. (2021). Condition monitoring of ductile cast iron with acoustic emission entropy during tensile loading: Energy parameter reporting. JOURNAL OF VIBRATION AND SOUND, 10(19 ), 80-95. SID. https://sid.ir/paper/411765/en

Vancouver: Copy

HOSSEINI SEYED MORTEZA, AZADI MOHAMMAD, GHASEMI GHALEBAHMAN AHMAD, JAFARI SEYED MOHAMMAD. Condition monitoring of ductile cast iron with acoustic emission entropy during tensile loading: Energy parameter reporting. JOURNAL OF VIBRATION AND SOUND[Internet]. 2021;10(19 ):80-95. Available from: https://sid.ir/paper/411765/en

IEEE: Copy

SEYED MORTEZA HOSSEINI, MOHAMMAD AZADI, AHMAD GHASEMI GHALEBAHMAN, and SEYED MOHAMMAD JAFARI, “Condition monitoring of ductile cast iron with acoustic emission entropy during tensile loading: Energy parameter reporting,” JOURNAL OF VIBRATION AND SOUND, vol. 10, no. 19 , pp. 80–95, 2021, [Online]. Available: https://sid.ir/paper/411765/en

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