Classification of Polish shale gas boreholes using measurement data

Kacper Pawel Radzikowski, Robert Nowak, Jarosł'aw Arabas, Paweł Budak, Piotr Łätkowski

研究成果: Conference contribution

抄録

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.

本文言語English
ホスト出版物のタイトルPhotonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016
編集者Ryszard S. Romaniuk
出版社SPIE
ISBN(電子版)9781510604858
DOI
出版ステータスPublished - 2016 1 1
外部発表はい
イベントPhotonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016 - Wilga, Poland
継続期間: 2016 5 292016 6 6

出版物シリーズ

名前Proceedings of SPIE - The International Society for Optical Engineering
10031
ISSN(印刷版)0277-786X
ISSN(電子版)1996-756X

Conference

ConferencePhotonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016
CountryPoland
CityWilga
Period16/5/2916/6/6

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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