Fatigue life prediction of the SAE 1045 medium carbon steel using the acoustic emission technique associated with Weibull distribution approach

M. Mohammad, Shahrum Abdullah, Nordin Jamaludin, O. Innayatullah

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper presents the capability of acoustic emission (AE) technique in predicting the fatigue life of the SAE 1045 carbon steel. Using the Weibull distribution approach, the specific AE parameters and the number of cycles to failure of the tested specimens were correlated. In addition, the lives of specimens were also calculated using the available empirical models. The AE and strain signals that were used were experimentally measured using the AE sensor and strain gauge, as the sensors were attached to the specimen during the fatigue test. The AE parameter was transform to the Weibull parameter as this technique gives more accurate values. The results showed that the AE technique has a good potential in assessing the fatigue life with the designed h-N curve, correlating the AE hits-number and also cycles to failure.

Original languageEnglish
Title of host publicationProceedings of 2013 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2013
Pages23-27
Number of pages5
DOIs
Publication statusPublished - 2013
Event2013 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2013 - Bandung
Duration: 23 Jun 201326 Jun 2013

Other

Other2013 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2013
CityBandung
Period23/6/1326/6/13

Fingerprint

Weibull distribution
Acoustic emissions
Carbon steel
Fatigue of materials
Sensors
Strain gages

Keywords

  • Acoustic emission
  • Fatigue life
  • prediction
  • steel
  • Weibull distribution

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Information Systems

Cite this

Mohammad, M., Abdullah, S., Jamaludin, N., & Innayatullah, O. (2013). Fatigue life prediction of the SAE 1045 medium carbon steel using the acoustic emission technique associated with Weibull distribution approach. In Proceedings of 2013 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2013 (pp. 23-27). [6611957] https://doi.org/10.1109/TIME-E.2013.6611957

Fatigue life prediction of the SAE 1045 medium carbon steel using the acoustic emission technique associated with Weibull distribution approach. / Mohammad, M.; Abdullah, Shahrum; Jamaludin, Nordin; Innayatullah, O.

Proceedings of 2013 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2013. 2013. p. 23-27 6611957.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mohammad, M, Abdullah, S, Jamaludin, N & Innayatullah, O 2013, Fatigue life prediction of the SAE 1045 medium carbon steel using the acoustic emission technique associated with Weibull distribution approach. in Proceedings of 2013 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2013., 6611957, pp. 23-27, 2013 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2013, Bandung, 23/6/13. https://doi.org/10.1109/TIME-E.2013.6611957
Mohammad M, Abdullah S, Jamaludin N, Innayatullah O. Fatigue life prediction of the SAE 1045 medium carbon steel using the acoustic emission technique associated with Weibull distribution approach. In Proceedings of 2013 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2013. 2013. p. 23-27. 6611957 https://doi.org/10.1109/TIME-E.2013.6611957
Mohammad, M. ; Abdullah, Shahrum ; Jamaludin, Nordin ; Innayatullah, O. / Fatigue life prediction of the SAE 1045 medium carbon steel using the acoustic emission technique associated with Weibull distribution approach. Proceedings of 2013 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2013. 2013. pp. 23-27
@inproceedings{23413539fc5f461794beb20b5bd4b25f,
title = "Fatigue life prediction of the SAE 1045 medium carbon steel using the acoustic emission technique associated with Weibull distribution approach",
abstract = "This paper presents the capability of acoustic emission (AE) technique in predicting the fatigue life of the SAE 1045 carbon steel. Using the Weibull distribution approach, the specific AE parameters and the number of cycles to failure of the tested specimens were correlated. In addition, the lives of specimens were also calculated using the available empirical models. The AE and strain signals that were used were experimentally measured using the AE sensor and strain gauge, as the sensors were attached to the specimen during the fatigue test. The AE parameter was transform to the Weibull parameter as this technique gives more accurate values. The results showed that the AE technique has a good potential in assessing the fatigue life with the designed h-N curve, correlating the AE hits-number and also cycles to failure.",
keywords = "Acoustic emission, Fatigue life, prediction, steel, Weibull distribution",
author = "M. Mohammad and Shahrum Abdullah and Nordin Jamaludin and O. Innayatullah",
year = "2013",
doi = "10.1109/TIME-E.2013.6611957",
language = "English",
isbn = "9781467357326",
pages = "23--27",
booktitle = "Proceedings of 2013 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2013",

}

TY - GEN

T1 - Fatigue life prediction of the SAE 1045 medium carbon steel using the acoustic emission technique associated with Weibull distribution approach

AU - Mohammad, M.

AU - Abdullah, Shahrum

AU - Jamaludin, Nordin

AU - Innayatullah, O.

PY - 2013

Y1 - 2013

N2 - This paper presents the capability of acoustic emission (AE) technique in predicting the fatigue life of the SAE 1045 carbon steel. Using the Weibull distribution approach, the specific AE parameters and the number of cycles to failure of the tested specimens were correlated. In addition, the lives of specimens were also calculated using the available empirical models. The AE and strain signals that were used were experimentally measured using the AE sensor and strain gauge, as the sensors were attached to the specimen during the fatigue test. The AE parameter was transform to the Weibull parameter as this technique gives more accurate values. The results showed that the AE technique has a good potential in assessing the fatigue life with the designed h-N curve, correlating the AE hits-number and also cycles to failure.

AB - This paper presents the capability of acoustic emission (AE) technique in predicting the fatigue life of the SAE 1045 carbon steel. Using the Weibull distribution approach, the specific AE parameters and the number of cycles to failure of the tested specimens were correlated. In addition, the lives of specimens were also calculated using the available empirical models. The AE and strain signals that were used were experimentally measured using the AE sensor and strain gauge, as the sensors were attached to the specimen during the fatigue test. The AE parameter was transform to the Weibull parameter as this technique gives more accurate values. The results showed that the AE technique has a good potential in assessing the fatigue life with the designed h-N curve, correlating the AE hits-number and also cycles to failure.

KW - Acoustic emission

KW - Fatigue life

KW - prediction

KW - steel

KW - Weibull distribution

UR - http://www.scopus.com/inward/record.url?scp=84886078095&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84886078095&partnerID=8YFLogxK

U2 - 10.1109/TIME-E.2013.6611957

DO - 10.1109/TIME-E.2013.6611957

M3 - Conference contribution

SN - 9781467357326

SP - 23

EP - 27

BT - Proceedings of 2013 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2013

ER -