Title

Effect of Rock Properties on ROP Modeling Using Statistical and Intelligent Methods: A Case Study of an Oil Well in Southwest of Iran

Journal title

Archives of Mining Sciences

Yearbook

2017

Issue

No 1

Authors

Sina Norouzi Bezminabadi ; Ramezanzadeh, Ahmad ; Seyed-Mohammad Esmaeil Jalali ; Behzad Tokhmechi ; Roustaei, Abbas

Divisions of PAS

Nauki Techniczne

Publisher

Committee of Mining PAS

Date

2017

Identifier

DOI: 10.1515/amsc-2017-0010 ; ISSN 0860-7001

Source

Archives of Mining Sciences; 2017; No 1

References

Yasar (2004), Correlating sound velocity with the density , compressive strength and Young s modulus of carbonate rocks of and, International Journal Rock Mechanics Mining Sciences, 41, 871, doi.org/10.1016/j.ijrmms.2004.01.012 ; Warren (1985), Bottomhole Stress Factors Affecting Drilling Rate at Depth of, Journal Petroleum Technology, 1523, doi.org/10.2118/13381-PA ; Chang (2006), Empirical relations between rock strength and physical properties in sedimentary rocks of and, Journal Petroleum Science Engineering, 51, 223, doi.org/10.1016/j.petrol.2006.01.003 ; Rodgers (1988), Thirteen Ways to Look at the Correlation Coefficient The, American Statistician, 42. ; Ameen (2009), Predicting rock mechanical properties of carbonates from wireline logs ( A case study : Arab - D reservoir , Ghawar field , Saudi Arabia ) Marine and, Petroleum Geology, 26, 430, doi.org/10.1016/j.marpetgeo.2009.01.017 ; Paiaman (2009), askari Effect of Drilling Fluid Properties on Rate of Penetration Nafta Scientific, Journal, 60. ; Tiryaki (2008), Application of artificial neural networks for predicting the cuttability of rocks by drag tools Tunnelling and Underground Space, Technology, 23, 273, doi.org/10.1016/j.tust.2007.04.008 ; Shirkavand (2009), Rock Mechanical Modelling for a Underbalanced Drilling Rate of Penetration Prediction In rd th Canada Rock, Rock Mechanics Symposium Mechanics Symposium, 4, 43. ; Prasad (2009), Drillability of a Rock in Terms of its Physico - Mechanical and Micro - Structural Properties In rd th Canada Rock, Rock Mechanics Symposium Mechanics Symposium, 4. ; Famini (1992), Using theoretical descriptors in quantitative structure activity relationships : Some physicochemical properties of, Journal Physical Organic Chemistry, 395, doi.org/10.1002/poc.610050704 ; Fjaer (2008), Petroleum Related Rock nd, Mechanics, 1. ; Basarir (2014), Penetration rate prediction for diamond bit drilling by adaptive neuro - fuzzy inference system and multiple regressions, Engineering Geology, 173, doi.org/10.1016/j.enggeo.2014.02.006 ; Ma (2011), Formation drillability prediction based on multi - source information fusion of and, Journal Petroleum Science Engineering, 78, 438, doi.org/10.1016/j.petrol.2011.06.017 ; Gstalder (1966), Measurement of Some Mechanical Properties of Rocks and Their Relationship to Rock Drillability of, Journal Petroleum Technology, 991, doi.org/10.2118/1463-PA ; Somerton (1969), Further Studies of the to Relation of Physical Properties of Rock to Rock Drillability In Drilling and Rock, Mechanics Symposium, 87. ; Hoover (1981), Laboratory Evaluation of PDC Drill Bits Under High - Speed and High - Wear Conditions of, Journal Petroleum Technology, 2316, doi.org/10.2118/10326-PA ; Gholami (2014), Practical application of failure criteria in determining safe mud weight windows in drilling operations of Rock and Geotechnical, Journal Mechanics Engineering, 6, 13, doi.org/10.1016/j.jrmge.2013.11.002 ; Howarth (1987), The Effect of Pre - existing Microcavities on Mechanical Rock Performance in Sedimentary and Crystalline Rocks of and Geomechanics, International Journal Rock Mechanics Mining Sciences, 20, 223, doi.org/10.1016/0148-9062(87)90177-X ; Zhang (2011), Pore pressure prediction from well logs : Methods , modifications , and new approaches Earth -, Science Reviews, 108, 50, doi.org/10.1016/j.earscirev.2011.06.001 ; Kahraman (2000), Prediction of the penetration rate of rotary blast hole drills using a new drillability index of and, International Journal Rock Mechanics Mining Sciences, 37. ; Babatunde (2011), Investigation of the Effects of Vibration Frequency on Rotary Drilling Penetration Rate Using Diamond Drag Bit In th Geomechanics Symposium, Rock Mechanics.