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16 Drilling Mechanics IV - Applied Data Analysis for Drilling Dynamics

Wednesday, 8 March
Mastrafjorden A
Technical Session
Data analysis, machine learning, and automation are no longer new concepts in the oil and gas industry. This session presents some recently developed and deployed applications and tools that apply advanced data analysis techniques to better understand and optimize drilling dynamics.
Session Chairperson(s)
Mohammadreza Kamyab - Corva
Khaydar Valiullin - WellsX
  • 1545-1615 212515
    Deployment of a Hybrid Machine Learning and Physics Based Drilling Advisory System at the Rig Site for ROP Optimization
    M. Behounek, K. McKenna, T.S. Thetford, T. Peroyea, Apache Corporation; M. Roberts, J.D. Pearce, NOV Inc.; P. Ashok, M. Yi, D. Ramos, Intellicess Inc.
  • 1615-1645 212520
    Applying a Downhole Drilling Mechanics Tool to Improve Operational Procedures and Rig Operating Systems in Horizontal Wells
    I.S. Fonseca, Nabors Drilling Solutions; C. Dubois, ExxonMobil; M.R. Isbell, Hess Corporation; A.C. Groover, Nabors Industries
  • 1645-1715 212568
    Field Test Results for Real-time ROP Optimization Using Machine Learning and Downhole Vibration Monitoring - A Case Study
    R. Robertson, A. Deans, Tourmaline; K. Singh, D. Braga, M. Kamyab, C. Cheatham, Corva AI LLC; T. Borges, Formerly Corva AI LLC
  • Alternate 212456
    Drill String Failure Prediction Methodology Using Data Analytics for Real Time Well Engineering
    B. Thakur, V. Chokshi, K. Patel, University of Houston; R. Samuel, Halliburton

Host Organisation

Equinor

Platinum Partner
 

Saudi Aramco

Gold Partner
 

 

Transocean

Diversity & Inclusion Session Co-Sponsor

 

Chevron

Diversity & Inclusion Session Co-Sponsor

 

 

NOV

Diversity & Inclusion Session Co-Sponsor

 

Helmerich & Payne

Signage Sponsor

 

 

Baker Hughes

Lanyard Sponsor

 

RIVAL logo

Tech Talks Sponsor

 

Oliasoft

Day 1 Coffee Breaks Sponsor

 

KCA Deutag

Patron Sponsor

 

Neodrill