Research on calibrating rock mechanical parameters with a statistical method.

PLoS One

Oil and Gas Institute, School of Earth and Space Sciences, Peking University, Beijing, China.

Published: September 2017

Research on the modeling of rock mechanics parameters is of great significance to the exploration of oil and gas. The use of logging data with the Kriging interpolation to study rock mechanics parameters has been proven to be effective in reservoir prediction and other oilfield applications and can provide additional data. However, there will sometimes be a great deviation due to the limited samples and the strong heterogeneity of a layer. To solve this problem, a new approach was proposed to calibrate rock mechanical models through the statistical analysis of logging data. A module was developed to calibrate rock mechanics parameters automatically, which was then applied to the Wangyao area of the Ansai oilfield. This method significantly improved the accuracy of rock mechanics modeling.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5436635PMC
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0176215PLOS

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