A Survey on the Shortcomings of the Current Rate of Penetration Predictive Models in Petroleum Engineering
M Khalilidermani, D Knez - Energies, 2023 - mdpi.com
In drilling engineering, the rate of penetration (ROP) is a prevalent indicator to evaluate the
energy efficiency of drilling operations. Nowadays, ROP prediction has become more critical …
energy efficiency of drilling operations. Nowadays, ROP prediction has become more critical …
[HTML][HTML] Transition from oil & gas drilling fluids to geothermal drilling fluids
IR Collins, DC Floriano, I Paevskiy, J Wee… - Geoenergy Science and …, 2023 - Elsevier
The harsh downhole conditions encountered in geothermal wells, specifically the high
temperatures (HT) together with the toughness of the rock found in many geothermal …
temperatures (HT) together with the toughness of the rock found in many geothermal …
An explainable ensemble machine learning model to elucidate the influential drilling parameters based on rate of penetration prediction
Many researchers have examined the benefits of machine learning (ML) algorithms in
geothermal drilling, especially for predicting the rate of penetration (ROP) of drilling …
geothermal drilling, especially for predicting the rate of penetration (ROP) of drilling …
Rate of Penetration Prediction using Batch Normalized Deep Elman Neural Network
AD Paroha - 2024 3rd International Conference on Applied …, 2024 - ieeexplore.ieee.org
Exploration, drilling, and extraction are basic components of the upstream process in the oil
and gas industry. Rate of Penetration (ROP) is an essential component of the drilling …
and gas industry. Rate of Penetration (ROP) is an essential component of the drilling …
Estimation of geomechanical rock characteristics from specific energy data using combination of wavelet transform with ANFIS-PSO algorithm
M Mohammadi Behboud, A Ramezanzadeh… - Journal of Petroleum …, 2023 - Springer
The geomechanical characteristics of a drill formation are uncontrollable factors that are
crucial to determining the optimal controllable parameters for a drilling operation. In the …
crucial to determining the optimal controllable parameters for a drilling operation. In the …
[HTML][HTML] Rate of penetration prediction with uncertainty assessment: Case study of a middle-east oil field
R Jalakani, SST Moradi - Results in Engineering, 2024 - Elsevier
To increase drilling operation efficiency, attempts have been made to increase the rate of bit
penetration into the formations, which is a function of controllable and uncontrollable …
penetration into the formations, which is a function of controllable and uncontrollable …
Intelligent prediction of drilling rate of penetration based on method-data dual validity analysis
The rate of penetration (ROP) is a critical parameter in drilling operations, essential for
optimizing the drilling process and enhancing drilling speed and efficiency. Traditional and …
optimizing the drilling process and enhancing drilling speed and efficiency. Traditional and …
Predicting rate of penetration (ROP) based on a deep learning approach: A case study of an enhanced geothermal system in Pohang, South Korea
Drilling optimization is essential in constructing an enhanced geothermal system (EGS) and
can be facilitated through predicting the rate of penetration (ROP). The ROP evolution along …
can be facilitated through predicting the rate of penetration (ROP). The ROP evolution along …
Prediction of the ROP based on GA-LightGBM and drilling data
SS Wang, J Yan, H Geng - Geosystem Engineering, 2024 - Taylor & Francis
Constructing oil and gas wells is one of the most expensive activities in the petroleum sector,
and increasing drilling speed is crucial for reducing costs, minimizing non-productive time …
and increasing drilling speed is crucial for reducing costs, minimizing non-productive time …
Weighted mapping of productivity potential based on simulated annealing algorithm for well placement optimization
In the realm of reservoir development, the optimization of well placement constitutes a
cornerstone challenge with significant implications that directly determine the recovery rate …
cornerstone challenge with significant implications that directly determine the recovery rate …