Singularity spectrum of hydrocarbon fluids in synthetic seismograms
Oil and gas exploration is the quest for hydrocarbon deposits trapped underneath the earth surface. Seismic is one of the hydrocarbon exploration tools. Recently significant efforts have been directed, in seismic processing and interpretation, to the development of methods such as spectral decomposi...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2007
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| Online Access: | http://scholars.utp.edu.my/id/eprint/120/ http://scholars.utp.edu.my/id/eprint/120/1/paper.pdf |
| _version_ | 1848658914682339328 |
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| author | M.H. A., Fadzil M.M., Khan |
| author_facet | M.H. A., Fadzil M.M., Khan |
| author_sort | M.H. A., Fadzil |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | Oil and gas exploration is the quest for hydrocarbon deposits trapped underneath the earth surface. Seismic is one of the hydrocarbon exploration tools. Recently significant efforts have been directed, in seismic processing and interpretation, to the development of methods such as spectral decomposition used for tuning hydrocarbon reservoirs and delineating it. In addition, statistical techniques are required to analyze variations in seismic traces. This research work is an alternative technique based on singularity spectrum analysis for detecting and delineating hydrocarbon reservoir. Singularity spectrum captures the singularities occurring in a signal. The technique is applied on synthesized seismograms and three attributes of the singularity spectrum namely width, correlation dimension and α<sub>peak</sub>are determined. Results show that by using these attributes the reservoir fluids are detected and delineated. Singularity spectrum analysis will potentially improve the performance of Oil & Gas industry by reducing drilling uncertainties, producing accurate geological models of 2D seismic data and for correct production estimates of reservoirs. ©2007 IEEE.
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| first_indexed | 2025-11-13T07:22:06Z |
| format | Conference or Workshop Item |
| id | oai:scholars.utp.edu.my:120 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:22:06Z |
| publishDate | 2007 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:1202017-01-19T08:27:07Z http://scholars.utp.edu.my/id/eprint/120/ Singularity spectrum of hydrocarbon fluids in synthetic seismograms M.H. A., Fadzil M.M., Khan Q Science (General) QA75 Electronic computers. Computer science Oil and gas exploration is the quest for hydrocarbon deposits trapped underneath the earth surface. Seismic is one of the hydrocarbon exploration tools. Recently significant efforts have been directed, in seismic processing and interpretation, to the development of methods such as spectral decomposition used for tuning hydrocarbon reservoirs and delineating it. In addition, statistical techniques are required to analyze variations in seismic traces. This research work is an alternative technique based on singularity spectrum analysis for detecting and delineating hydrocarbon reservoir. Singularity spectrum captures the singularities occurring in a signal. The technique is applied on synthesized seismograms and three attributes of the singularity spectrum namely width, correlation dimension and α<sub>peak</sub>are determined. Results show that by using these attributes the reservoir fluids are detected and delineated. Singularity spectrum analysis will potentially improve the performance of Oil & Gas industry by reducing drilling uncertainties, producing accurate geological models of 2D seismic data and for correct production estimates of reservoirs. ©2007 IEEE. 2007 Conference or Workshop Item NonPeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/120/1/paper.pdf M.H. A., Fadzil and M.M., Khan (2007) Singularity spectrum of hydrocarbon fluids in synthetic seismograms. In: 2007 International Conference on Intelligent and Advanced Systems, ICIAS 2007, 25 November 2007 through 28 November 2007, Kuala Lumpur. http://www.scopus.com/inward/record.url?eid=2-s2.0-57949095454&partnerID=40&md5=90308d0b9a4f55b8d990d0b1fd2ab3e9 |
| spellingShingle | Q Science (General) QA75 Electronic computers. Computer science M.H. A., Fadzil M.M., Khan Singularity spectrum of hydrocarbon fluids in synthetic seismograms |
| title | Singularity spectrum of hydrocarbon fluids in synthetic seismograms
|
| title_full | Singularity spectrum of hydrocarbon fluids in synthetic seismograms
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| title_fullStr | Singularity spectrum of hydrocarbon fluids in synthetic seismograms
|
| title_full_unstemmed | Singularity spectrum of hydrocarbon fluids in synthetic seismograms
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| title_short | Singularity spectrum of hydrocarbon fluids in synthetic seismograms
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| title_sort | singularity spectrum of hydrocarbon fluids in synthetic seismograms |
| topic | Q Science (General) QA75 Electronic computers. Computer science |
| url | http://scholars.utp.edu.my/id/eprint/120/ http://scholars.utp.edu.my/id/eprint/120/ http://scholars.utp.edu.my/id/eprint/120/1/paper.pdf |