Proxy-based Bayesian inversion of strain tensor data measured during well tests

S Roudini, LC Murdoch, M Shojaei, S DeWolf - Geomechanics for Energy …, 2023 - Elsevier
Recent instrument developments have made it possible to measure the strain tensor caused
by injecting or pumping fluid from aquifers or reservoirs, but the full value of these data is …

Experimental simulation of fracture propagation and extension in hydraulic fracturing: A state-of-the-art review

J Yu, N Li, B Hui, W Zhao, Y Li, J Kang, P Hu, Y Chen - Fuel, 2024 - Elsevier
With the continuous advancement of oil and gas field development technologies, there has
been an increasing focus on the exploration of unconventional oil and gas resources, such …

A Comprehensive Summary of the Application of Machine Learning Techniques for CO2-Enhanced Oil Recovery Projects

X Du, S Salasakar, G Thakur - Machine Learning and Knowledge …, 2024 - mdpi.com
This paper focuses on the current application of machine learning (ML) in enhanced oil
recovery (EOR) through CO2 injection, which exhibits promising economic and …

End-to-end dimensionality reduction and regression from 3D geological uncertainties to estimate oil reservoir simulations

J Farfan, G Cirac, GD Avansi, C Maschio… - Applied Soft …, 2024 - Elsevier
Managing geological uncertainties in reservoir engineering involves significant challenges
mainly due to the prohibitive computational costs of traditional simulation methods. These …

Competitive Knowledge Transfer–Enhanced Surrogate-Assisted Search for Production Optimization

C Cao, X Xue, K Zhang, L Song, L Zhang, X Yan… - SPE Journal, 2024 - onepetro.org
Production optimization is a crucial component of closed-loop reservoir management, which
typically aims to search for the best development scheme for maximum economic benefit …

A convolutional neural network-based proxy model for field production prediction and history matching

B Yan, Z Zhong, B Bai - Gas Science and Engineering, 2024 - Elsevier
Production prediction has been playing an essential role in reservoir development and
management. Reservoir history matching, typically involving time-consuming numerical …

A review on optimization algorithms and surrogate models for reservoir automatic history matching

Y Zhao, R Luo, L Li, R Zhang, D Zhang, T Zhang… - Geoenergy Science and …, 2023 - Elsevier
Reservoir history matching represents a crucial stage in the reservoir development process
and purposes to match model predictions with various observed field data, including …

[PDF][PDF] Optimization of tight gas reservoir fracturing parameters via gradient boosting regression modeling

H Yang, X Liu, X Chu, B Xie, G Zhu, H Li, J Yang - Heliyon, 2024 - cell.com
In China, the exploitation of most unconventional oil and gas reservoirs is dependent on
hydraulic fracturing, which is a key method employed when developing tight gas formations …

Parameter identification and state of charge estimation for lithium-ion batteries under wide temperature range

K Chen, H Pang, W Nan, F Wang, S Yang, J Liu - Ionics, 2024 - Springer
Accurate estimation of the state of charge (SOC) for lithium-ion batteries (LIBs) has now
become a crucial work in developing a battery management system. In this paper, the …

A Comprehensive Analysis of Sensitivity in Simulation Models for Enhanced System Understanding and Optimisation

P Grznár, M Gregor, Š Mozol, L Mozolová, H Krump… - Processes, 2024 - mdpi.com
This article delves into sensitivity analysis within simulation models of real systems, focusing
on the impact of variability in independent input factors (x) on dependent system outputs (y) …