Correlations between crucial rock properties and drilling rate index for hard rock tunnels

S Yagiz, O Yarali

Research output: Contribution to conferencePaper

Abstract

In this paper, rock properties including uniaxial compressive strength (UCS), Brazilian tensile strength (BTS) and density (D) of rock is examined to estimate the drilling rate index (DRI) for hard rock tunneling. For this aim, dataset having 63 data-points is established and then several linear and non-linear simple and multiple regression models have been conducted to develop the most accurate model to estimate the DRI. As a result of simple regressions, it is found that the UCS, BTS and D have an effect on DRI with correlation coefficient (r) of 0.55; 0.61; 0.28 respectively. It is obvious that those results are not good enough to estimate the DRI as a function of single parameter; however, applying multiple regression analysis, drilling rate index is predicted as a function of UCS, BTS and D of rocks with r of 0.75.
Original languageEnglish
Publication statusPublished - 2020
EventWorld Tunnelling Congress WTC2020 - Malaysia, Kuala Lumpur, Malaysia
Duration: May 15 2020May 22 2020
http://www.wtc2020.my/

Conference

ConferenceWorld Tunnelling Congress WTC2020
Abbreviated titleWTC2020
CountryMalaysia
CityKuala Lumpur
Period5/15/205/22/20
Internet address

Fingerprint

rock property
hard rock
tunnel
drilling
tensile strength
compressive strength
multiple regression
rock
regression analysis
index
rate

Cite this

Yagiz, S., & Yarali, O. (2020). Correlations between crucial rock properties and drilling rate index for hard rock tunnels. Paper presented at World Tunnelling Congress WTC2020, Kuala Lumpur, Malaysia.

Correlations between crucial rock properties and drilling rate index for hard rock tunnels. / Yagiz, S; Yarali, O.

2020. Paper presented at World Tunnelling Congress WTC2020, Kuala Lumpur, Malaysia.

Research output: Contribution to conferencePaper

Yagiz, S & Yarali, O 2020, 'Correlations between crucial rock properties and drilling rate index for hard rock tunnels', Paper presented at World Tunnelling Congress WTC2020, Kuala Lumpur, Malaysia, 5/15/20 - 5/22/20.
Yagiz S, Yarali O. Correlations between crucial rock properties and drilling rate index for hard rock tunnels. 2020. Paper presented at World Tunnelling Congress WTC2020, Kuala Lumpur, Malaysia.
Yagiz, S ; Yarali, O. / Correlations between crucial rock properties and drilling rate index for hard rock tunnels. Paper presented at World Tunnelling Congress WTC2020, Kuala Lumpur, Malaysia.
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