Concepedia

Data-driven Drilling Optimization

Data-Driven Drilling Optimization is a systematic approach within drilling engineering that leverages empirical data and analytical models to iteratively refine drilling performance, distinguished by its reliance on measured operational data rather than purely theoretical or heuristic methods to optimize drilling parameters and outcomes.

55

Publications

1.9K

Citations

207

Authors

81

Institutions

Publications per year

2017–2026

32

Parents

Publications

55

Big Data analytics in oil and gas industry: An emerging trend

Mehdi Mohammadpoor, Farshid Torabi · Petroleum · 2018 · 272 citations · Full text

, , +13

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

Estimating rock strength parameters using drilling data

Sajjad Kalantari, Hamid Hashemolhosseini, Alireza Baghbanan · International Journal of Rock Mechanics and Mining Sciences · 2018 · 115 citations

, , +13

Performance Comparison of Algorithms for Real-Time Rate-of-Penetration Optimization in Drilling Using Data-Driven Models

Chiranth Hegde, Hugh Daigle, K. E. Gray · SPE Journal · 2018 · 76 citations

, , +16

Hybrid data driven drilling and rate of penetration optimization

Ammar Alali, Mahmoud Abughaban, Beshir Aman et al. · Journal of Petroleum Science and Engineering · 2020 · 60 citations · Full text

, , +14

1–5 of 55

Authors

207

  1. CH
    Chiranth Hegde

    The University of Texas at Austin, United States

    3 publications · 290 citations

    3

    h-index

  2. JY
    Jin Yang

    China University of Petroleum, Beijing, China

    3 publications · 97 citations

    3

    h-index

  3. SM
    Stéphane Menand

    Université Claude Bernard Lyon 1, France

    2 publications · 51 citations

    2

    h-index

  4. HD
    Hugh Daigle

    The University of Texas at Austin, United States

    2 publications · 129 citations

    2

    h-index

  5. XC
    Xuyue Chen

    China University of Petroleum, Beijing, China

    2 publications · 59 citations

    2

    h-index

1–5 of 207

Institutions

81

  1. China University of Petroleum, Beijing

    Beijing, China

    4 h-index

    22 publications

    630 citations

  2. Texas A&M University

    College Station, United States

    3 h-index

    10 publications

    211 citations

  3. The University of Texas at Austin

    Austin, United States

    3 h-index

    9 publications

    762 citations

  4. University of Calgary

    Calgary, Canada

    2 h-index

    3 publications

    75 citations

  5. Texas A&M University at Qatar

    Doha, Qatar

    2 h-index

    5 publications

    146 citations

  6. University of Houston

    Houston, United States

    2 h-index

    4 publications

    127 citations

  7. Amirkabir University of Technology

    Tehran, Iran

    2 h-index

    2 publications

    108 citations

  8. Halliburton (United Kingdom)

    Arbroath, United Kingdom

    2 h-index

    2 publications

    81 citations

1–8 of 81

Venues

  1. SPE Annual Technical Conference and Exhibition

    Conference · 5 publications · 118 citations

    5

    h-index

  2. Journal of Petroleum Science and Engineering

    5 publications · 191 citations

    5

    h-index

  3. IADC/SPE Drilling Conference and Exhibition

    Conference · 3 publications · 47 citations

    3

    h-index

  4. Journal of Natural Gas Science and Engineering

    2 publications · 197 citations

    2

    h-index

  5. SPE/IADC Middle East Drilling Technology Conference and Exhibition

    Conference · 2 publications · 44 citations

    2

    h-index

1–5