Prediction of Breakdown Pressure Using a Multi-Layer Neural Network Based on Supercritical CO<sub>2</sub> Fracturing Data

Prediction of Breakdown Pressure Using a Multi-Layer Neural Network Based on Supercritical CO<sub>2</sub> Fracturing Data

Hydraulic fracturing is a widely employed technique for stimulating unconventional shale gas reservoirs. Supercritical CO<sub>2</sub> (SC-CO<sub>2</sub>) has emerged as a promising fracturing fluid due to its unique physicochemical properties. Existing theoretical models for...

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Bibliographic Details
Main Authors: Xiufeng Zhang, Min Zhang, Shuyuan Liu, Heyang Liu
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied Sciences
Subjects:
supercritical CO<sub>2</sub>
hydraulic fracturing
breakdown pressure prediction
multi-layer neural network
laboratory data
Online Access:https://www.mdpi.com/2076-3417/14/22/10545
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