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Fifty years of experience in rate of penetration management: Managed pressure drilling technology, mechanical specific energy concept, bit management approach and expert systems - A review

Journal of Petroleum Science and Engineering, 2021
Rate of penetration (ROP) management is a matter of great importance in drilling operations, therefore it has been considered in different field management projects and research studies.
Mohammad Najjarpour   +2 more
semanticscholar   +1 more source

A formation-based approach for modeling of rate of penetration for an offshore gas field using artificial neural networks

Journal of Natural Gas Science and Engineering, 2021
Due to the mounting concern in the oil and gas industry about creating well-designed drilling plans and efficiently drilling new wells, analysis of offset well data has received extensive attention over the past few decades.
D. Etesami, W. J. Zhang, Mohsen Hadian
semanticscholar   +1 more source

Real-time predictive capabilities of analytical and machine learning rate of penetration (ROP) models

Journal of Petroleum Science and Engineering, 2019
Real-time drilling optimization consists of selecting operational parameters that maximize a desirable measure of drilling performance. Drilling optimization efforts often aspire to improve drilling speed, commonly referred to as rate of penetration (ROP)
Cesar Soares, K. Gray
semanticscholar   +1 more source

Uncertainty Estimation of Connected Vehicle Penetration Rate

Transportation Science, 2023
Knowledge of the connected vehicle (CV) penetration rate is crucial for realizing numerous beneficial applications during the prolonged transition period to full CV deployment. A recent study described a novel single-source data penetration rate estimator (SSDPRE) for estimating the CV penetration rate solely from CV data.
Shaocheng Jia, Sze Chun Wong, Wai Wong
openaire   +1 more source

Rates of Unemployment and Penetrating Trauma Are Correlated

Southern Medical Journal, 2003
Trauma surgeons have observed an increased rate of penetrating trauma during periods of increased unemployment.During a 10-year period, the rate of unemployment in a metropolitan area was compared with the rate of intentional penetrating trauma at two Level I trauma centers. The total number of trauma cases was recorded.
Justin A, Reed   +4 more
openaire   +2 more sources

Rheology Design To Optimise Rate of Penetration

Proceedings of SPE/IADC Drilling Conference, 1996
Abstract A Bit Reynolds Number optimization algorithm has been developed in response to the field observation that this maximizes the rate of penetration regarding bit hydraulic effects. Discussion on the reasons for such behaviour are undertaken and some common drilling scenarios are presented for which Bit Reynolds ...
E. E. Maidla   +3 more
openaire   +1 more source

Application of hybrid artificial neural networks for predicting rate of penetration (ROP): A case study from Marun oil field

Journal of Petroleum Science and Engineering, 2019
Rate of Penetration (ROP) can be considered as a crucial factor in optimization and cost minimization of drilling operations. In order to predict ROP with satisfactory precision, some hybrid artificial intelligence models were developed in the present ...
Seyed Babak Ashrafi   +3 more
semanticscholar   +1 more source

Transforming Oil Well Drilling: Prediction of Real-Time Rate of Penetration with Novel Machine Learning Approach in Varied Lithological Formations

Journal of energy resources technology
The rate of penetration (ROP) is crucial for efficient and cost-effective oil well drilling. This study introduces a novel prediction method for rate of penetration that pioneers the use of different types of drill bits and lithologies with traditional
Raunak Gupta, U. K. Bhui
semanticscholar   +1 more source

The Effect of Rheology on Rate of Penetration

SPE/IADC Drilling Conference, 1995
Abstract Field data have been collected and analyzed to 1) identify the characteristics of a drilling fluid that enhance rate of penetration, and 2) quantify the impact of particular fluid properties on rate of penetration. The information is being used to evaluate the economics of a fluid treatment program in order to deliver optimal ...
F.E. Beck, J.W. Powell, Mario Zamora
openaire   +1 more source

Computational intelligence based prediction of drilling rate of penetration: A comparative study

Journal of Petroleum Science and Engineering, 2019
Application of artificial intelligence in the accurate prediction of the rate of penetration (ROP), an important measure of drilling performance, has lately gained significant interest in oil and gas well drilling operations.
Omogbolahan S. Ahmed   +2 more
semanticscholar   +1 more source

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