Development of Hydrocarbon Resources on Soft Computing and Data Mining Technologies Base

Authors: Hasanov RA, Gardashova LA, Kazimov MI, Ramazanov FA and Hasanov AR*

DOI: 10.23880/ppej-16000192

Volume 3, Issue 2

Abstract

Considering of factors characterized by indefiniteness in the statistic methods based development of complex technological processes as well drilling and environment is one of the important requirements. There is need in intellectual analysis of data to eliminate shortage in indefiniteness condition. With these purpose classic methods complex–Fuzzy technology and Data mining technology have been used.

Keywords: Oil well drilling; Statistic methods decision making; Well drilling control; Fuzzy theories; Probability theories; Data mining technology; Intellectual analysis; Fuzzy-C-means algorithm; Clusterization task; Choice of alternatives; Interpretation; Cluster centers; Neuron nets

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