A systematic review of data science and machine learning applications to the oil and gas industry

Z Tariq, MS Aljawad, A Hasan, M Murtaza… - Journal of Petroleum …, 2021 - Springer
This study offered a detailed review of data sciences and machine learning (ML) roles in
different petroleum engineering and geosciences segments such as petroleum exploration …

Integration of field, laboratory, and modeling aspects of acid fracturing: A comprehensive review

MS Aljawad, H Aljulaih, M Mahmoud… - Journal of Petroleum …, 2019 - Elsevier
Acid fracture is a widely applied stimulation technique in carbonate formations; however, it
has yet to be fully engineered. A holistic approach was taken in this study to improve the …

Experimental evaluation and optimization of improved conductivity of gelling acid etched fractures in deep, low-permeability reservoirs

X Kong, B Liu, X Wan, S Li, Z Liu, M Chen, J Shen - Fuel, 2023 - Elsevier
Stimulation technology is the key to efficient development of deep low-permeability
carbonate reservoirs. For such reservoirs, where the porosity and permeability are low, or …

An artificial intelligence-based model for performance prediction of acid fracturing in naturally fractured reservoirs

A Hassan, MS Aljawad, M Mahmoud - ACS omega, 2021 - ACS Publications
Acid fracturing is one of the most effective techniques for improving the productivity of
naturally fractured carbonate reservoirs. Natural fractures (NFs) significantly affect the …

Data-driven acid fracture conductivity correlations honoring different mineralogy and etching patterns

M Desouky, Z Tariq, MS Aljawad, H Alhoori… - ACS …, 2020 - ACS Publications
Acid-fracturing operations are mainly applied in tight carbonate formations to create a highly
conductive path. Estimating the conductivity of a hydraulic fracture is essential for predicting …

A thorough review of machine learning applications in oil and gas industry

C Temizel, CH Canbaz, Y Palabiyik, H Aydin… - SPE Asia Pacific Oil …, 2021 - onepetro.org
Reservoir engineering constitutes a major part of the studies regarding oil and gas
exploration and production. Reservoir engineering has various duties, including conducting …

Simulation of volumetric acid fracturing fracture in low permeability carbonate rock

X Zhao, X Cun, N Li, J Yu, X Ren, F Shen… - Petroleum Science …, 2022 - Taylor & Francis
The types of underground paleocarbonate reservoirs in Ordos Basin, China are complex
and show a high filling degree as a whole. In the process of acid fracturing, there are many …

Predicting the productivity enhancement after applying acid fracturing treatments in naturally fractured reservoirs utilizing artificial neural network

AM Hassan, MS Aljawad, MA Mahmoud - Abu Dhabi International …, 2021 - onepetro.org
Acid fracturing treatments are conducted to increase the productivity of naturally fractured
reservoirs. The treatment performance depends on several parameters such as reservoir …

Evaluating the effects of acid fracture etching patterns on conductivity estimation using machine learning techniques

M Desouky, MS Aljawad, H Alhoori… - SPE Europec featured at …, 2020 - onepetro.org
The successful design of an acid fracture job requires accurate prediction of fractured well
productivity. Productivity estimation demands knowledge of both the acid penetration length …

Enhancement and Prediction of Long-Term Acid Fracture Conductivity

MH Desouky - 2019 - search.proquest.com
Acid fracturing is a widely used stimulation method in carbonate reservoirs that can enhance
the production rate and ultimate recovery considerably. The reaction between the acid and …