A comprehensive model for evaluating infrared radiation and acoustic emission characteristics of sandstone fracture

Cao, K; Xu, Y; Khan, NM; Li, X; Cui, R; Hussain, S; Jahed Armaghani, D; Alarifi, SS

A comprehensive model for evaluating infrared radiation and acoustic emission characteristics of sandstone fracture

Cao, K Xu, Y Khan, NM Li, X Cui, R Hussain, S Jahed Armaghani, D

Alarifi, SS

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Publisher:: Elsevier
Publication Type:: Journal Article
Citation:: Engineering Fracture Mechanics, 2023, 283, pp. 109217
Issue Date:: 2023-04-28

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Field	Value	Language
dc.contributor.author	Cao, K
dc.contributor.author	Xu, Y
dc.contributor.author	Khan, NM
dc.contributor.author	Li, X
dc.contributor.author	Cui, R
dc.contributor.author	Hussain, S
dc.contributor.author	Jahed Armaghani, D https://orcid.org/0000-0001-8171-6403
dc.contributor.author	Alarifi, SS
dc.date.accessioned	2024-03-15T07:23:59Z
dc.date.available	2024-03-15T07:23:59Z
dc.date.issued	2023-04-28
dc.identifier.citation	Engineering Fracture Mechanics, 2023, 283, pp. 109217
dc.identifier.issn	0013-7944
dc.identifier.uri	http://hdl.handle.net/10453/176794
dc.description.abstract	The rock failure precursor can be used effectively for monitoring purposes and execution of underground engineering projects in a better way. To effectively determine the rock failure precursor, it is essential to consider the discreteness of the data, which researchers have not considered during the determination of rock failure precursors in the presence of infrared radiation and acoustic emission. Therefore, in this research study, the biaxial experiments of sandstone under different lateral stresses are carried out in the presence of infrared radiation and acoustic emission using the self-designed loading rock multi-parameter monitoring system. The characteristics of acoustic emission and surface infrared radiation of loaded sandstone are explained. A new index of infrared radiation of high-temperature point scale factor and cumulative high-temperature point scale factor amplitude is proposed. A comprehensive evaluation model of acoustic and thermal damage in the process of sandstone loading and fracture is constructed using the principal component analysis method based on the stress, cumulative ring count, and average infrared radiation temperature after effective denoising. The sandstone probability function of damage in the process of loading and fracture is defined, and the quantitative analysis of the influence weight of each acoustic and thermal index on sandstone fracture is defined. On this basis, a new method to determine the failure precursor of sandstone based on the first derivative of the acoustic thermal comprehensive evaluation model is proposed. This overcomes the discrete analysis defect of acoustic emission and surface infrared radiation information of loaded sandstone.
dc.language	en
dc.publisher	Elsevier
dc.relation.ispartof	Engineering Fracture Mechanics
dc.relation.isbasedon	10.1016/j.engfracmech.2023.109217
dc.rights	info:eu-repo/semantics/closedAccess
dc.subject.classification	Mechanical Engineering & Transports
dc.subject.classification	40 Engineering
dc.title	A comprehensive model for evaluating infrared radiation and acoustic emission characteristics of sandstone fracture
dc.type	Journal Article
utslib.citation.volume	283
pubs.organisational-group	University of Technology Sydney
pubs.organisational-group	University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	University of Technology Sydney/Faculty of Engineering and Information Technology/School of Civil and Environmental Engineering
utslib.copyright.status	closed_access	*
dc.date.updated	2024-03-15T07:23:51Z
pubs.publication-status	Published
pubs.volume	283

Abstract:

The rock failure precursor can be used effectively for monitoring purposes and execution of underground engineering projects in a better way. To effectively determine the rock failure precursor, it is essential to consider the discreteness of the data, which researchers have not considered during the determination of rock failure precursors in the presence of infrared radiation and acoustic emission. Therefore, in this research study, the biaxial experiments of sandstone under different lateral stresses are carried out in the presence of infrared radiation and acoustic emission using the self-designed loading rock multi-parameter monitoring system. The characteristics of acoustic emission and surface infrared radiation of loaded sandstone are explained. A new index of infrared radiation of high-temperature point scale factor and cumulative high-temperature point scale factor amplitude is proposed. A comprehensive evaluation model of acoustic and thermal damage in the process of sandstone loading and fracture is constructed using the principal component analysis method based on the stress, cumulative ring count, and average infrared radiation temperature after effective denoising. The sandstone probability function of damage in the process of loading and fracture is defined, and the quantitative analysis of the influence weight of each acoustic and thermal index on sandstone fracture is defined. On this basis, a new method to determine the failure precursor of sandstone based on the first derivative of the acoustic thermal comprehensive evaluation model is proposed. This overcomes the discrete analysis defect of acoustic emission and surface infrared radiation information of loaded sandstone.

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http://hdl.handle.net/10453/176794