Classification of Polish shale gas boreholes using measurement data

Kacper Radzikowski , Robert Marek Nowak , Jarosław Arabas , Paweł Budak , Piotr Łętkowski

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.
Author Kacper Radzikowski
Kacper Radzikowski,,
-
, Robert Marek Nowak ISE
Robert Marek Nowak,,
- The Institute of Electronic Systems
, Jarosław Arabas ISE
Jarosław Arabas,,
- The Institute of Electronic Systems
, Paweł Budak
Paweł Budak,,
-
, Piotr Łętkowski
Piotr Łętkowski,,
-
Pages 1003148-1- 1003148-8
Publication size in sheets0.5
Book Romaniuk Ryszard (eds.): Proc. SPIE. 10031, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016, vol. 10031, 2016, SPIE , ISBN 9781510604858, [781510604865 (electronic) ], 1170 p., DOI:10.1117/12.2257157
DOIDOI:10.1117/12.2248629
URL http://dx.doi.org/10.1117/12.2248629
Languageen angielski
File
1003148_radzikowski.pdf 428.54 KB
Score (nominal)15
ScoreMinisterial score = 15.0, 27-03-2017, BookChapterMatConf
Ministerial score (2013-2016) = 15.0, 27-03-2017, BookChapterMatConf
Citation count*0 (2018-06-19)
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