A critical review on estimation of rock properties using sound levels produced during rotary drilling
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Date
2012
Journal Title
Journal ISSN
Volume Title
Publisher
CAFET INNOVA Technical Society cafetinnova@gmail.com 1-2-18/103, Mohini Mansion, Gagan Mahal Road, Domalguda, Hyderabad 500029
Abstract
This paper summarizes the critical review on estimation of rock properties using sound levels produced during rotary drilling. In this paper an overall emphasis has been made to summarize the importance of sound level produced during drilling by considering various parameters like drill bit speed, penetration rate, drill bit diameter, type of drill bit and equivalent sound level produced during drilling for the estimation of rock properties. Further an attempt has also made to include the application of ANN modeling and acoustic emission in estimating rock properties. © 2012 CAFET-INNOVA TECHNICAL SOCIETY.
Description
Keywords
Bits, Neural networks, Regression analysis, Rocks, ANN modeling, Critical review, Equivalent sound levels, Multiple regression analysis, Penetration rates, Rock properties, Rotary drilling, Sound level, Rock drilling, acoustic emission, artificial neural network, drilling, multiple regression, rock property
Citation
International Journal of Earth Sciences and Engineering, 2012, 5, 6 SPECIAL ISSUE 1, pp. 1809-1814