Empirical mode decomposition approach to simplify the fracture roughness for numerical models

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorMa, Enlinen_US
dc.contributor.authorRinne, Mikaelen_US
dc.contributor.authorTorkan, Masouden_US
dc.contributor.authorJaniszewski, Mateuszen_US
dc.contributor.departmentDepartment of Civil Engineeringen
dc.contributor.groupauthorMineral Based Materials and Mechanicsen
dc.date.accessioned2023-01-18T09:20:57Z
dc.date.available2023-01-18T09:20:57Z
dc.date.issued2023-01-10en_US
dc.description.abstractThe shear strength of natural, unfilled rock fractures is influenced by surface roughness. The surface curve of a fracture can be viewed as a waveform graph, and in general, it is of the characteristic that high-frequency represents the low amplitude (local variation) and low-frequency represents the high amplitude (general trend). In this work, the signal processing method, Empirical Mode Decomposition (EMD) was employed to decompose the original fracture surface scanned by photogrammetry to several frequency-dependent curves. Low-frequency curves were selected and composed as the element geometry while high-frequency curves were ignored and replaced by parameters related to the roughness in each surface element in Abaqus. The process of push-shear test is simulated using the simplified fracture curve, showing the geometry simplification by EMD can help model the shear failure of rock fractures.en
dc.description.versionPeer revieweden
dc.format.extent8
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationMa, E, Rinne, M, Torkan, M & Janiszewski, M 2023, 'Empirical mode decomposition approach to simplify the fracture roughness for numerical models', IOP Conference Series: Earth and Environmental Science, vol. 1124, no. 1, 012011. https://doi.org/10.1088/1755-1315/1124/1/012011en
dc.identifier.doi10.1088/1755-1315/1124/1/012011en_US
dc.identifier.issn1755-1307
dc.identifier.issn1755-1315
dc.identifier.otherPURE UUID: 34f13f63-1afc-47b4-812e-c9f9d3adddfaen_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/34f13f63-1afc-47b4-812e-c9f9d3adddfaen_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/97686157/Ma_2023_IOP_Conf._Ser._Earth_Environ._Sci._1124_012011.pdf
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/118822
dc.identifier.urnURN:NBN:fi:aalto-202301181178
dc.language.isoenen
dc.publisherInstitute of Physics Publishing
dc.relation.ispartofseriesIOP Conference Series: Earth and Environmental Scienceen
dc.relation.ispartofseriesVolume 1124, issue 1en
dc.rightsopenAccessen
dc.titleEmpirical mode decomposition approach to simplify the fracture roughness for numerical modelsen
dc.typeA4 Artikkeli konferenssijulkaisussafi
dc.type.versionpublishedVersion

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