Drill String Vibration Monitoring as an Element of Automatic Control of Drilling

Vladimir S. Morkun, Natalia Morkun, Vitalii Tron, Alona Haponenko, Iryna Haponenko, Evhen Bobrov

2022

Abstract

The research is aimed at monitoring drill string vibrations as an element of automatic control of the drilling process. To reduce negative impacts of vibrations occurring in the drill string at deep drilling of hard rocks, a mathematical model is proposed to consider parameters of the drilling process and predict the penetration rate. The following parameters are used as input variables when studying drilling data: weight-on-bit, rotations per minute, torque, mechanical specific energy, longitudinal, transverse and torsional vibrations. In this study, the rate of penetration is used as a resulting variable. Considering these parameters, a mathematical model of the drilling process is formed on the basis of adaptive neural-fuzzy inference structures. The accuracy of this model is 95.56 %.

Paper Citation

in Harvard Style

S. Morkun V., Morkun N., Tron V., Haponenko A., Haponenko I. and Bobrov E. (2022). Drill String Vibration Monitoring as an Element of Automatic Control of Drilling. In Proceedings of the 5th Workshop for Young Scientists in Computer Science and Software Engineering - Volume 1: CS&SE@SW; ISBN 978-989-758-653-8, SciTePress, pages 57-62. DOI: 10.5220/0012009700003561

in Bibtex Style

@conference{cs&se@sw22,
author={Vladimir S. Morkun and Natalia Morkun and Vitalii Tron and Alona Haponenko and Iryna Haponenko and Evhen Bobrov},
title={Drill String Vibration Monitoring as an Element of Automatic Control of Drilling},
booktitle={Proceedings of the 5th Workshop for Young Scientists in Computer Science and Software Engineering - Volume 1: CS&SE@SW},
year={2022},
pages={57-62},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012009700003561},
isbn={978-989-758-653-8},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 5th Workshop for Young Scientists in Computer Science and Software Engineering - Volume 1: CS&SE@SW
TI - Drill String Vibration Monitoring as an Element of Automatic Control of Drilling
SN - 978-989-758-653-8
AU - S. Morkun V.
AU - Morkun N.
AU - Tron V.
AU - Haponenko A.
AU - Haponenko I.
AU - Bobrov E.
PY - 2022
SP - 57
EP - 62
DO - 10.5220/0012009700003561
PB - SciTePress