Concepedia

Drilling Data Analytics

Drilling Data Analytics is a systematic computational and statistical methodology for extracting actionable insights, optimizing performance, and enhancing decision-making in drilling operations through the analysis of high-volume, multi-source drilling data streams.

56

Publications

1.5K

Citations

227

Authors

57

Institutions

Publications per year

2017–2026

40

Parents

Publications

56

Use of machine learning and data analytics to increase drilling efficiency for nearby wells

Chiranth Hegde, K. E. Gray · Journal of Natural Gas Science and Engineering · 2017 · 161 citations

, , +17

Deep convolutional neural network for fast determination of the rock strength parameters using drilling data

Mingming He, Zhiqiang Zhang, Jie Ren et al. · International Journal of Rock Mechanics and Mining Sciences · 2019 · 123 citations

, , +16

A realistic and public dataset with rare undesirable real events in oil wells

Ricardo Emanuel Vaz Vargas, Celso J. Munaro, Patrick Marques Ciarelli et al. · Journal of Petroleum Science and Engineering · 2019 · 113 citations

, , +10

Production data analysis of unconventional gas wells: Workflow

Christopher R. Clarkson · International Journal of Coal Geology · 2012 · 82 citations

, , +14

Machine Learning for Detecting Stuck Pipe Incidents: Data Analytics and Models Evaluation

Abrar A. Alshaikh, Arturo Magana-Mora, Salem Al Gharbi et al. · International Petroleum Technology Conference · 2019 · 64 citations

, , +17

1–5 of 56

Authors

227

  1. MB
    Michael Behounek

    Apache (Canada), Canada

    4 publications · 70 citations

    4

    h-index

  2. SA
    Salem Al Gharbi

    King Fahd University of Petroleum and Minerals, Saudi Arabia

    2 publications · 80 citations

    2

    h-index

  3. DS
    Dan Sui

    University of Stavanger, Norway

    2 publications · 34 citations

    2

    h-index

  4. HL
    Henry Licis

    2 publications · 26 citations

    2

    h-index

  5. AR
    Atif Rizwan

    Jeju National University, South Korea

    2 publications · 31 citations

    2

    h-index

1–5 of 227

Institutions

57

  1. Saudi Aramco (United States)

    Houston, United States

    5 h-index

    17 publications

    564 citations

  2. Schlumberger (British Virgin Islands)

    Road Town, British Virgin Islands

    5 h-index

    21 publications

    341 citations

  3. Apache (Canada)

    Calgary, Canada

    4 h-index

    20 publications

    297 citations

  4. University of Stavanger

    Stavanger, Norway

    3 h-index

    9 publications

    171 citations

  5. University of Calgary

    Calgary, Canada

    3 h-index

    4 publications

    157 citations

  6. Shell (Netherlands)

    The Hague, The Netherlands

    2 h-index

    6 publications

    122 citations

  7. The University of Texas at Austin

    Austin, United States

    2 h-index

    5 publications

    400 citations

  8. Ta Solutions (China)

    Hong Kong, China

    2 h-index

    7 publications

    128 citations

1–8 of 57

Venues

  1. International Petroleum Technology Conference

    Conference · 4 publications · 115 citations

    4

    h-index

  2. IADC/SPE Drilling Conference and Exhibition

    Conference · 4 publications · 66 citations

    4

    h-index

  3. IEEE Access

    3 publications · 43 citations

    3

    h-index

  4. Journal of Petroleum Science and Engineering

    3 publications · 153 citations

    3

    h-index

  5. 2

    h-index

1–5