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Research on Error Compensation for Oil Drilling Angle Based on ANFIS.

Authors :
Carbonell, Jaime G.
Siekmann, Jörg
De-Shuang Huang
Heutte, Laurent
Loog, Marco
Fan Li
Liyan Wang
Jianhui Zhao
Source :
Advanced Intelligent Computing Theories & Applications. With Aspects of Artificial Intelligence; 2007, p730-737, 8p
Publication Year :
2007

Abstract

Gyro survey technique has applied and played an important role in many areas, such as offshore oil drilling, directional drilling and so on. Considering the influence of the compensation for the large surveying azimuth error, in this paper, the principle of the gyro survey system is described, and the ANFIS architecture is employed to model the survey azimuth error, predict a chaotic current, all yielding remarkable results according to the gyro survey principle and the data sampled from the two-axis turntable. From the simulation and the testing result, we can see that ANFIS is an effective and feasible way to model and compensate the azimuth error, and the precision of the ANFIS method is higher than the methods of the bilinear interpolation and the radius basis function (RBF), so it is available and advisable in engineering. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540742012
Database :
Complementary Index
Journal :
Advanced Intelligent Computing Theories & Applications. With Aspects of Artificial Intelligence
Publication Type :
Book
Accession number :
33100620
Full Text :
https://doi.org/10.1007/978-3-540-74205-0_77