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Proceedings Paper

Classification of Polish shale gas boreholes using measurement data
Author(s): Kacper Radzikowski; Robert Nowak; Jarosław Arabas; Paweł Budak; Piotr Łętkowski
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Paper Abstract

In this article we propose the algorithm for computing the degree of similarity between two shale gas boreholes. The algorithm uses data and measurements from already existing and examined boreholes, and uses K-nearest neighbours algorithm for calculating the similarity between each known borehole, and a new borehole, as a form of classification. Several experiments were conducted, in order to assess the complexity and correctness of the algorithm. This article describes the proposed method, and the experiments, as well as results.

Paper Details

Date Published: 28 September 2016
PDF: 8 pages
Proc. SPIE 10031, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016, 1003148 (28 September 2016); doi: 10.1117/12.2248629
Show Author Affiliations
Kacper Radzikowski, Warsaw Univ. of Technology (Poland)
Robert Nowak, Warsaw Univ. of Technology (Poland)
Jarosław Arabas, Warsaw Univ. of Technology (Poland)
Paweł Budak, Oil and Gas Institute, National Research Institute (Poland)
Piotr Łętkowski, Oil and Gas Institute, National Research Institute (Poland)


Published in SPIE Proceedings Vol. 10031:
Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016
Ryszard S. Romaniuk, Editor(s)

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