Investigation of the Effect of Drill Bit Rotation Speed on Sustainable Drilling

Similar documents
The evaluation of rock brittleness concept on rotary blast hole drills

International Journal of Scientific & Engineering Research Volume 8, Issue 10, October-2017 ISSN

Comparison of Drilling Performance of Chisel and Button Bits on the Electro Hydraulic Driller

Evaluation of the Relationships Between P-Wave Velocity (Vp) and Joint Density (J )

Experimental Assessment of Rock Cutting Characteristics by Strength-Driven Mechanism. H Munoz, A Taheri & E Chanda

Correlation of Mechanical Properties of Some Rocks in South-Eastern Nigeria

POSTER PAPER PROCEEDINGS

Comparative study of TBM performance prediction models

Suitability of Brisbane Rock Conditions to Roadheader Excavation

TBM "Boreability" in Hard Rock

Evaluation of the relationships between Schmidt rebound number and strength of rocks

Estimation of Specific Energy in Rock Indentation Test

Rock Material. Chapter 3 ROCK MATERIAL HOMOGENEITY AND INHOMOGENEITY CLASSIFICATION OF ROCK MATERIAL

Influence of rock mass properties on TBM penetration rate in Karaj-Tehran water conveyance tunnel

The assessment of rock cutability, and physical and mechanical rock properties from a texture coefficient

Fracture pattern of anisotropic rock by drilling or cutting using the PFC

FACTSHEET. Types of drilling in mining

V.C. KELESSIDIS Technical University of Crete Mineral Resources Engineering AMIREG 2009 Athens, September 7-9, 2009

POSTER PAPER PROCEEDINGS

COMPARISON OF DIFFERENT HARD ROCK DRILLING METHODS FOR BORED PILES

The Mine Geostress Testing Methods and Design

Effect of Textural Characteristics of Rock on Bit Wear

New Generation Rotary Drill Bits: Klaw Bit Performance Analysis and Compared with Tricone Bit

The process of determining the layers of natural soil deposits that will underlie a proposed structure and their physical properties is generally

Correlation relationship between drilling bit endurance and the most important parameters of the rock mass

Evaluation of Engineering Properties of Rock Using Ultrasonic Pulse Velocity and Uniaxial Compressive Strength

Site investigation in rock

Boreholes. Implementation. Boring. Boreholes may be excavated by one of these methods: 1. Auger Boring 2. Wash Boring 3.

New hydro-mechanical tunnel excavation method using an abrasive waterjet system

CORRELATION BETWEEN UNCONFINED COMPRESSIVE STRENGTH AND INDIRECT TENSILE STRENGTH FOR JOINTED ROCKS

10. GEOTECHNICAL EXPLORATION PROGRAM

The University of Adelaide

Rock fragmentation mechanisms and an experimental study of drilling tools during high-frequency harmonic vibration

International Journal of Rock Mechanics & Mining Sciences

Simulation of the cutting action of a single PDC cutter using DEM

ASSESSMENT OF POWDER FACTOR IN SURFACE BENCH BLASTING USING SCHMIDT REBOUND NUMBER OF ROCK MASS

Fragmentation Management for the Downstream Value Chain. Scott G. Giltner

Managing Muckpile Fragmentation. Scott G. Giltner

Geotechnical considerations on TBM tunneling in rock mass

The assessment of rock cutability, and physical and mechanical rock properties from a texture coefficient

Prediction of the rock properties ahead of a tunnel face by percussive long-hole drilling

This chapter introduces the description of the surface interaction mechanism based on the friction, wear and excavation laws.

Innovative Blast Free Mining Methods for Aggregate Quarries " Ramesh Bhatawdekar, Edy Tonnizam Mohamad, Firdaus Azlan Department of Geoteknik and Tran

Gotechnical Investigations and Sampling

ENGINEERING GEOLOGY AND ROCK ENGINEERING

The effect of discontinuities on strength of rock samples

DEVELOPMENT OF AUTOMATIC CONTROL OF MULTI-STAGE TRIAXIAL TESTS AT THE UNIVERSITY OF MISKOLC

Methods of Interpreting Ground Stress Based on Underground Stress Measurements and Numerical Modelling

MEMORANDUM SUBJECT: CERTIFICATE IN ROCK MECHANICS PAPER 1 : THEORY SUBJECT CODE: COMRMC MODERATOR: H YILMAZ EXAMINATION DATE: OCTOBER 2017 TIME:

Application of Core Logging Data to generate a 3D Geotechnical Block Model

STATE OF THE ART REVIEW: MONITORING-WHILE-DRILLING FOR MINING APPLICATIONS. *D. J. Lucifora and H. Rafezi

TBM performance prediction in basalt and pyroclastic rocks of Deccan traps, a case study of Maroshi-Ruparel water supply tunnel

EXPERIMENTAL TESTING OF LOW-POWER HAMMER-DRILLING TECHNIQUES IN A VARIETY OF ROCK MATERIALS

Predictive modelling of noise level generated during sawing of rocks by circular diamond sawblades

THE INFLUENCE OF ROOF BOLTS LOCATION ON ITS INTERACTION WITH THE ROCK MASS.

Behaviour of Blast-Induced Damaged Zone Around Underground Excavations in Hard Rock Mass Problem statement Objectives

Predicting Los Angeles abrasion loss of rock aggregates from crushability index

Rock parameters for blasting on the highway Split-Dubrovnik

ROCK TRIBOLOGY USING TRIBOMETER

COMPARING THE RMR, Q, AND RMi CLASSIFICATION SYSTEMS

MAD345 - Mining II INTRODUCTION. 10 October Hacettepe University. Introduction Prospecting Mining Dilution Resource and Reserve Estimation

Interpretation of Pile Integrity Test (PIT) Results

Assessment of excavation method of Obajana and Ewekoro limestone deposits

GEOTECHNICAL CONTROL DURING THE EXCAVATION OF THE TUNNEL OF GUADARRAMA

Underground Risk Management Course Marina Del Rey, California November, Geotechnical Data Reports. Greg Raines, PE

Core Barrels. Core Barrels

Correlation between wide wheel abrasion (capon) and Bohme abrasion test results for some carbonate rocks

Introduction and Background

EOSC433: Geotechnical Engineering Practice & Design

Correlation Between Point Load Index And Very Low Uniaxial Compressive Strength Of Some Iraqi Rocks

MONITORING-WHILE-DRILLING FOR OPEN-PIT MINING IN A HARD ROCK ENVIRONMENT:

Estimation of Sound Level Produced During Drilling of Igneous Rock Samples Using a Portable Drill Set-up

Numerical simulation of rock cutting using 2D AUTODYN

SYLLABUS AND REFERENCES FOR THE STRATA CONTROL CERTIFICATE. METALLIFEROUS MINING OPTION Updated November 1998

A Statistical Model for Prediction TBM Performance using Rock Mass Characteristics in the TBM Driven Alborz Tunnel Project

In situ fracturing mechanics stress measurements to improve underground quarry stability analyses

SCOPE OF INVESTIGATION Simple visual examination of soil at the surface or from shallow test pits. Detailed study of soil and groundwater to a

BLOCK SIZE AND BLOCK SIZE DISTRIBUTION

Building on Past Experiences Worker Safety

TITLE Brazilian tensile strength test: post-failure behavior of Jurassic and Cretaceous shales from Svalbard

An asssessment of the correlation between the strength and cuttability of rock

Curriculum Document Mining Technician: Strata Control Practitioner (Surface) Occupational Curriculum

Numerical modeling of standard rock mechanics laboratory tests using a finite/discrete element approach

Correlation between Blast Efficiency and Uniaxial Compressive Strength

Geotechnical Geotechnical Assessment

Coal Loss and Dilution Considerations for Western Canadian Foothills Open Pit Coal Projects

How to Interpret Mining Company Drill Reports & Announcements

Using Tunnel Boring Machine Penetration Tests to Quantify Performance in Hard Rock

Need for better knowledge of in-situ unconfined compressive strength of rock (UCS) to improve rock drillability prediction

Estimation of rock cavability in jointed roof in longwall mining

DRILLING THROUGH EMBANKMENTS: THE STATE OF PRACTICE ABSTRACT

Rock Mechanical Aspects of Roadheader Excavation

SITE INVESTIGATION 1

Geotechnical roof classification for an underground coal mine from borehole data

Statistical Analysis on Field Penetration Index in Shield TBM

Design and Application of a Rock Breaking Experimental Device With Rotary Percussion

Session 3: Geology and Rock Mechanics Fundamentals

American Journal of Engineering and Applied Sciences. Introduction. Original Research Paper. Arzhang Nabilou

Correlation of Revised BQ System in China and the International Rock Mass Classification Systems

Weak Rock - Controlling Ground Deformations

Transcription:

Proceedings of the 8 th International Conference on Sustainable Development in the Minerals Industry www.camdemia.ca/publications, press@camdemia.ca Editors: Z.X. Li, Z. Agioutantis and D.H. Zou ISBN: 978-0-9948791-3-4 SDIMI 2017: 206-210 Investigation of the Effect of Drill Bit Rotation Speed on Sustainable Drilling Niyazi Bilim 1*, SertaçDündar 1, Bilgehan Kekeç 1 and Arif Emre Dursun 2 1 Department of Mining Engineering, Selcuk University Konya, TURKEY 2 Programme of Occupational Health and Safety, Selcuk University, Konya, TURKEY Abstract: Estimation of rock drillability is vital for mining and boring operations. For this purpose, many researchers have developed various models and equations to estimate rock drillability. Most of these models aim to determine the drillability of rock and the penetration rate by using the physical and mechanical properties of rocks. Although drillability primarily depends on rock properties, other parameters have an impact on drillability as well. One of these parameters is the rotation speed of the bit. This study investigates the effect of rotation speed of the bit on drilling performance. Drilling tests were performed in the laboratory using rotary core drilling and a diamond drilling machine. The relationships between the physical rock properties and the penetration rate were investigated on 15 different rock types and four different rotation speeds were applied to determine the effect of rotation speed of bit on drilling. The uniaxial compressive strength, density, and P wave velocity show strong correlations with the penetration rate. In addition, if the values of the physical and mechanical properties of the rock increase, the effect of the rotation speed on the penetration rate decreases, i.e., increasing the rotation speed of the bit slightly affects drillability on hard and solid formations. Keywords: drillability, core drilling, rotary drilling, penetration rate, rotation speed 1. Introduction Drilling is one of the most essential operations in the mining industry, beginning from the exploration phase and continuing throughout all stages of production to the end of mine life (Taheri et al. 2016). In addition, drilling is widely using in the construction industry and other engineering operations. Various drillholes (blastholes, injection holes, borehole, diamond wire holes in natural stone mines, etc.), are needed during development and production activities in underground and open-pit mines as well as in dam, tunnel, road construction and sewage systems. For effective drilling operations, it is first necessary to gather information about the formation to be drilled. Drilling should then be performed after selecting appropriate drilling equipment and drilling parameters (thrust, pressure, rotational speed, flushing). Prediction of the drillability of rocks is vital for planning and performing the drilling process. Although, drilling is affected by several factors, the most important ones are related to the geological and mechanical properties of formation (Protodyakonov 1963, Paone et al 1969, Tandanand and Unger 1975, Pathinkar and Misra 1976, Rabia 1985, Perrin et al 1977). Determining the penetration rate is vital for planning a project and calculating the operation costs. The prediction of drilling affects the selection of drilling equipment, the efficiency of drilling equipment, project costs and the process of drilling operations. The penetration rate reflects the progression of the drilling bit into the rock during a certain period of time, and is generally expressed as "m/min". Drillability and penetration rate can be defined as similar terms. While drillability indicates whether penetration is easy or hard, penetration rate indicates whether it is fast or slow (Bilim 2011). At the present time, two types of drilling methods are used. These methods are percussive drilling and rotary drilling and designing a drilling system involves selecting one of these drilling methods. Rock drillability should be analyzed separately for each drilling method because of the difference in drilling systems and drillability prediction models need to be developed separately for each drilling method. Drillability can be determined by means of an improved drillability index and tests. Laboratory and in-situ tests with drilling machines, DRI (drilling rate index), Mohs hardness and brittleness test can be used for determining drillability. Factors that influence drillability of rocks can be investigated using three main parameter groups, which include drilling equipment properties, rock properties and environmental conditions. Drilling equipment properties and environmental conditions are parameters that can be changed, while rock properties are parameters that can not be varied. Parameters used for the prediction of drillability include the physico-mechanical properties of rock, the chemical properties of rock, and the petrographic properties and mineralogical properties of rock. In addition, rock abrasiveness also affects rock drillability. Many of the studies already conducted show that the parameters that affect drilling are rock mass parameters, such as Mohs hardness, texture of rock, porosity, density, abrasiveness, P wave velocity, elastic and plastic properties, * Corresponding Author: N. Bilim, bilim@selcuk.edu.tr, phone: +90 332-2232099 Copyright 2017 Canamaple Academia Services, http://press.camdemia.ca DOI: 10.15273/gree.2017.02.037 206

Investigation of the Effect of Drill Bit Rotation Speed on Sustainable Drilling SDIMI 2017: 206-210 Young modulus, uniaxial compressive strength, point load strength, tensile strength, Shore hardness, Schmidt hardness and RQD (Jimeno et al 1995, Thuro 1997, Kahraman et al 2000, Hoseinie et al 2006, Taheri et al 2016). The frequency of evaluating these parameters for developing drillability prediction models and investigating drillability is shown in Figure 1. Based on Figure 1 the predominant parameters used in drillability prediction are the uniaxial compressive strength, the tensile strength, Young s modulus, hardness, density and Schmidt hardness. Figure 1. Frequency of parameters used in drillability prediction (Taheri et al. 2016). Howarth et al (1985), conducted drillability tests on 10 different rock types. Significant relations between penetration rate and uniaxial compressive strength, density, porosity, P wave velocity and Schmidt hardness were determined. Kahraman et al (2000) investigated relations between the penetration rate and the uniaxial compressive strength, the Brazilian tensile strength, the point load strength and Schmidt hardness. They found good correlation relations. Soyer (2009) conducted DRI tests on 32 different rock types. Relations between mineralogical-petrographical properties of rocks and strength tests (uniaxial compressive strength and indirect tensile strength), index tests (Schmidt hardness, Shore hardness, axial and diametrical point load strength) was investigated. The research concluded that the hardness of rocks, the strength of rocks and their brittleness are influential on drillability and the petrographical properties are slightly influential on drillability. Kahraman (1999) developed a multiple regression model for the prediction of penetration rates of rotary blasthole drills using the data obtained from field observations. The results indicated that the parameters that significantly affect the penetration rate of rotary blasthole drills included the weight on the bit, the rotational speed, the bit diameter and the compressive strength. Ekincioğlu (2008) emphasized that there exist good relationships between the physical and mechanical properties of the rock and the DRI index. In this study the point load strength shows the best relation with DRI. As stated above the uniaxial compressive strength, tensile strength, density, hardness and Schmidt hardness values are generally used on drillability prediction models. The aim of this study is to investigate the relations between determined parameters and penetration rate. In addition, the study will investigate the effect of drill bit rotation speed on the penetration rate in a core drilling system. 2. Background The drillability of the rock indicates the rate that the drill bit makes progress into the rock. Rock drillability depends on rock hardness, strength, brittleness, discontinuities and rock mass properties. Many parameters affect the drillability of rocks with respect to drilling machines. For example, rotary speed and torque, water, slurry or air pressure and volume (for cleaning the bore hole), pressure force and speed, (pulldown force and speed), bit diameter and type, drill rig type, depth and diameter of hole etc. An increase in rotation speed will bring about an increase in penetration rate, but within certain limits. In soft formations, where chips are produced by cutting/tearing actions, the increase in penetration rate is nearly proportional to the change in rotation speed (if the chips are all being cleared as soon as they are produced). The sliding of teeth complicates the operation of rollers on hard rocks as the rock breaks unevenly (Figure 2). Failing to completely clear the cuttings can also become a large problem at high speeds. The result is that there is little advantage in increasing the rotary speed above recommended levels. However, bit wear increases rapidly as rotation speed is increased, both for rollers and for hammer bits (ADITCL 1997). Figure 2. Relation between rotation speed and penetration rate for different formations (ADITC 2015). Contrary to the general rule for roller bits, diamond bits give improved performance at higher rotation speeds. In hard rocks, high thrust and high rotation speed must be used together. The most critical factor in diamond bit performance is the absence of vibration. Provided that the rig and the drill string will run without vibration (or damage to the equipment), rotational speeds exceeding 1000 rpm have resulted in improved bit performance (ADITC 2015). 207

SDIMI 2017: 206-210 Authors: N. Bilim et al 3. Materials and Methods In this study, rotary blasthole drills were observed in 15 rock types with different physical and mechanic properties. The net penetration rates of the drills were calculated from the performance measurements. Rock samples were collected from the natural stone mines and the physical and mechanical properties of the rocks were determined in the laboratory. Then, the penetration rates were correlated with the rock properties. As a result, the uniaxial compressive strength, density, P wave velocity show strong correlations with the penetration rate. Also the effect of the rotation speed of the bit was investigated on the penetration rate. In this study, the effect of the bit rotation speed on drillability was investigated using homogeneous rock samples which correspond to natural stones that are commercially excavated. The main reason for selecting natural stones is to utilize rocks with homogeneous properties (Table 1). The uniaxial compressive strength test, the indirect tensile strength test, the point load test, Schmidt hardness, the sonic velocity test and the density test were performed as suggested by ISRM (2007) test standards to determine the physical and mechanical properties of the samples. Table 1. The test samples types and regions (Dursun 2012). Code *Region Type A 1 A 2 A 3 A 4 A 5 B 1 B 2 B 3 B 4 B 5 B 6 Nevşehir Beyşehir Karaman Seydişehir Ereğli Tufa Travertine C 1 Konya Beige Marble C 2 C 3 Eskişehir White Marble D Ayrancı Trabeige *Region: All regions are in the middle part of Turkey Drilling tests in this study were performed in the laboratory using the rotary core drilling method and a diamond drill machine. Sample length and drilling time was measured. The penetration rate was calculated with drilling time and samples length for each sample. A 42 mm diameter diamond bit was used and drilling tests were carried out with four different rotation speeds. The rotation speed of the bit was selected at 451/681/998/1447 rpm, respectively, and remained constant during the drilling tests. The drilling force was set to 210 N and remained constant during the drilling tests. The thrust parameter was selected at 2.6 lt/min. and remained constant during the drilling tests in order to ignore thrust factor on drillability. The penetration rate was determined for each sample (Table 2). A change of the penetration rate as a function of the physical-mechanical properties of rock was observed and a regression analysis was applied for investigating the relationships between penetration rate and the physical-mechanical properties of the rock. As a result exponential relations between the penetration rate and the physical-mechanical properties of rocks were developed. Results indicate that the penetration rate is strongly correlated to physical-mechanical properties of rock. Table 2. Penetration rates for different rpm. Penetration Rate (cm/min) Sample At 451 At 681 At 998 At 1447 Name RPM RPM RPM RPM A 1 6.66 9.19 10.43 17.58 A 2 10.48 14.05 22.27 31.63 A 3 9.68 10.90 19.67 16.33 A 4 6.01 7.92 11.81 17.03 A 5 10.41 13.20 21.01 27.08 D 2.06 2.46 4.22 4.94 B 1 2.90 4.67 9.53 10.14 B 2 2.11 2.95 4.33 5.50 B 3 2.15 3.06 4.45 4.98 B 4 2.64 2.96 3.23 3.66 B 5 2.61 4.38 7.31 9.54 B 6 3.13 3.67 6.45 9.92 C 1 0.89 1.30 1.83 2.32 C 2 0.95 1.41 2.12 2.18 C 3 1.37 2.02 2.81 3.39 Penetration rates for four different rotation speeds were plotted against physical-mechanical properties of rocks as shown in Figures 3-Figure 8. Results of regression analysis have shown that creating models for prediction drillability could be more realistic with low rotation speeds. Figure 3. Relations of uniaxial compressive strength and penetration rate. In order to investigate the effect of increasing the rotation speed on drillability, penetration rates were determined for different rotation speeds. Typical results are shown in Figure 9. 208

Investigation of the Effect of Drill Bit Rotation Speed on Sustainable Drilling SDIMI 2017: 206-210 Figure 4. Relations of density and penetration rate. Figure 7. Relations of point load strength and penetration rate. Figure 5. Relations of P wave velocity and penetration rate. Figure 8. Relations of indirect tensile strength and penetration rate. Figure 6. Relations of Schmidt hardness and penetration rate. Different penetration rates were obtained for soft rocks and hard rocks as shown in Figure 4. It is observed that soft rocks (travertine) are significantly affected by an increasing rotation speed. An increasing rotation speed affected most Nevsehir Tufa 2, while the Konya Beige marble 2 was affected less. Nevsehir Tufa 2 is the softest formation with respect to mechanical properties and Konya Beige Marble 2 is the hardest formation in the same respect. 4. Conclusions Drilling operations are vital for mining projects and tunneling both during the planning of a project and for calculating the Figure 9. Typical example to show effect of rotation speed on penetration rate. cost of a project. The selected drilling equipment and performance of the equipment can be predicted by prediction of drillability. In this study, the efficiency of the drilling operation with different rotation speed and physico-mechanical properties of rock are investigated with respect to drillability. The selection of an appropriate rotation speed directly the performance of the drilling equipment and therefore the outcome of a drilling project. Planning a project based on physico-mechanical test results can help determine the cost of the project and the project duration. The prediction of rock drillability also allows proper selection of drilling equipment for maximum performance and cost reduction. 209

SDIMI 2017: 206-210 Authors: N. Bilim et al If the physical and mechanical properties of rocks increase, the effect of the rotation speed on the penetration rate decreases. In other words, increasing the rotation speed of the bit slightly affects drillability on hard and solid formations. Even when considering abrasion of bit and rod, increasing the rotation speed of the bit in hard and solid formations does not provide an advantage. References ADITC, 2015. The drilling manual, Fifth Edition. Florida, United States, CRC Press Taylor & Francis Group. Bilim, N., 2011. Determination of drillability of some natural stones and their association with rock properties. Sci. Res. Essays, 6: 382-387. ADITCL, 1997. Drilling: the manual of methods, applications, and management. The Australian Drilling Industry Training Committee Limited. Dursun, A.E., 2012. Cuttability of limestone strata at northwest of Konya city. Ph.D Thesis, The Graduate School of Natural and Applied Science of Selçuk University, 284 p. (In Turkish) Ekincioğlu, G., 2008. Evaluation of the relationships between drillability index properties and rock sawability of various limestones. M.Sc. Thesis, Süleyman Demirel University Graduate School of Applied and Natural Sciences Mining Engineering Department, Isparta 94 p. (In Turkish) Hoseinie, S.H., Y. Pourrahimian and H. Aghababaei, 2006. Analyzing and physical modeling of joints dipping effects on penetration rate of rotary drilling in open pit mines. Proceedings, 15th International Symposium on Mine Planning and Equipment Selection, Torino, Italy, 1007-1013. Howarth, D.F., W.R. Adamson and J.R. Berndt, 1985. Correlation of model tunnel boring and drilling machine performances with rock properties. Int'l Rock Mech. Min. Sci., 23: 57-85. ISRM, 2007. The complete ISRM suggested methods for rock characterization, Testing and Monitoring, R. Ulusay, J.A. Hudson (Editors). Jimeno, C.L., E.L. Jimeno and F.J.A. Carcedo, 1995. Drilling and blasting of rocks, Rotterdam, Balkema. Kahraman, S. 1999. Rotary and percussive drilling prediction using regression analysis. Int'l Rock Mech. Min. Sci., 36: 981-989. Kahraman, S., C. Balci, S. Yazici and N. Bilgin, 2000. Prediction of the penetration rate of rotary blast hole drilling using a new drillability index. Int'l Rock Mech. Min. Sci., 37: 729-743. Paone, J., Madson, D and Bruce, W.E., 1969. Drillability studies - laboratory percussive drilling, Rock Drilling, U.S. Dept. of the Interior, Bureau of Mines, p. 22. Pathinkar, A.G., G.B. Misra, 1976. A critical appraisal of the Protodyakonov index, Int'l Rock Mech. Min. Sci., 13: 249-251. Perrin, V.P., M.G. Wilmot and W.L. Alexander, 1977. Drilling index-a new approach to bit performance evaluation. SPE/IADC drilling conference, Amsterdam, The Netherlands, 199-205. Protodyakonov, M.M., 1963. Mechanical properties and drillability of rocks. Proceedings, 5th Rock Mechanics Symposium, Minnesota, USA, 103-118. Rabia, H., 1985. Oilwell drilling engineering: principles and practise, Graham and Tromtman, Huddersfield, England, p. 322. Soyer E., 2009. Investigations on the effect of strength and petrographic properties of rocks on their drillability. M.Sc. Thesis, Graduate School of Natural and Applied Sciences Department of Mining Engineering, Zonguldak, 200 p. (In Turkish) Taheri A., Q. Qao and E. Chanda, 2016. Drilling penetration rate estimation using Rock Drillability Characterization index. Journal of the Institution of Engineers (India), series D, 1-12. Tandanand, S. and H.F. Unger, 1975, Drillability determination - A drillability index of percussive drills. US Bureau of Mines, RI 8073. Thuro, K., 1997. Drillability prediction - geological influences in hard rack drill and blast tunneling. Geol. Rundsch, 86: 426-438. 210