The formation bulk density prediction for intact and fractured siliciclastic rocks

The formation bulk density is one of the most important rock properties required for reservoir evaluation and geomechanical analysis. In intervals where the formation bulk density logs are not acquired, the industry practice is to estimate the formation bulk density from the compressional-wave veloc...

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Main Authors: Babatunde Yusuf, Olalere Oloruntobi, Stephen Butt
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2019-11-01
Series:Geodesy and Geodynamics
Online Access:http://www.sciencedirect.com/science/article/pii/S1674984719300321
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spelling doaj-e2929bea1f704c54b042696a6e72fbf12021-02-02T06:58:12ZengKeAi Communications Co., Ltd.Geodesy and Geodynamics1674-98472019-11-01106446454The formation bulk density prediction for intact and fractured siliciclastic rocksBabatunde Yusuf0Olalere Oloruntobi1Stephen Butt2Nalcor Energy – Oil & Gas Inc., St. John's, Canada; Memorial University of Newfoundland, St. John's, CanadaShell Petroleum Development Company, Port Harcourt, Nigeria; Memorial University of Newfoundland, St. John's, CanadaMemorial University of Newfoundland, St. John's, Canada; Corresponding author.The formation bulk density is one of the most important rock properties required for reservoir evaluation and geomechanical analysis. In intervals where the formation bulk density logs are not acquired, the industry practice is to estimate the formation bulk density from the compressional-wave velocity using empirical relationships. The major problems with the existing empirical relationships are: (1) they were developed primarily for specific lithologies (in most cases clean formations) and have failed to produce reasonable estimates when applied over a lithological column that consists of several stratigraphic units; (2) they are not applicable to rocks that contain microcracks/fractures. In this paper, a new formation bulk density prediction method that can be applied to a wide range of intact and fractured siliciclastic rocks is being proposed based on experimental data. The model is then validated using wireline log data acquired from an onshore well in the tertiary deltaic system of the Niger Delta basin. In the new model, the formation bulk density is expressed as a function of sonic velocity difference and shale volume factor. In general, an excellent agreement exists between the predicted and measured formation bulk density using the new technique. The statistical analysis shows that the new formation bulk density prediction model outperforms the most widely used empirical relationships with the least-root-mean square errors and least residual values. Keywords: Bulk density, Compressional wave velocity, Shear wave velocity, Lithologyhttp://www.sciencedirect.com/science/article/pii/S1674984719300321
collection DOAJ
language English
format Article
sources DOAJ
author Babatunde Yusuf
Olalere Oloruntobi
Stephen Butt
spellingShingle Babatunde Yusuf
Olalere Oloruntobi
Stephen Butt
The formation bulk density prediction for intact and fractured siliciclastic rocks
Geodesy and Geodynamics
author_facet Babatunde Yusuf
Olalere Oloruntobi
Stephen Butt
author_sort Babatunde Yusuf
title The formation bulk density prediction for intact and fractured siliciclastic rocks
title_short The formation bulk density prediction for intact and fractured siliciclastic rocks
title_full The formation bulk density prediction for intact and fractured siliciclastic rocks
title_fullStr The formation bulk density prediction for intact and fractured siliciclastic rocks
title_full_unstemmed The formation bulk density prediction for intact and fractured siliciclastic rocks
title_sort formation bulk density prediction for intact and fractured siliciclastic rocks
publisher KeAi Communications Co., Ltd.
series Geodesy and Geodynamics
issn 1674-9847
publishDate 2019-11-01
description The formation bulk density is one of the most important rock properties required for reservoir evaluation and geomechanical analysis. In intervals where the formation bulk density logs are not acquired, the industry practice is to estimate the formation bulk density from the compressional-wave velocity using empirical relationships. The major problems with the existing empirical relationships are: (1) they were developed primarily for specific lithologies (in most cases clean formations) and have failed to produce reasonable estimates when applied over a lithological column that consists of several stratigraphic units; (2) they are not applicable to rocks that contain microcracks/fractures. In this paper, a new formation bulk density prediction method that can be applied to a wide range of intact and fractured siliciclastic rocks is being proposed based on experimental data. The model is then validated using wireline log data acquired from an onshore well in the tertiary deltaic system of the Niger Delta basin. In the new model, the formation bulk density is expressed as a function of sonic velocity difference and shale volume factor. In general, an excellent agreement exists between the predicted and measured formation bulk density using the new technique. The statistical analysis shows that the new formation bulk density prediction model outperforms the most widely used empirical relationships with the least-root-mean square errors and least residual values. Keywords: Bulk density, Compressional wave velocity, Shear wave velocity, Lithology
url http://www.sciencedirect.com/science/article/pii/S1674984719300321
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