Mechanistic controls on permeability evolution in thermally-upgraded low-maturity oil shales: Application of machine learning outputs

Mechanistic controls on permeability evolution in thermally-upgraded low-maturity oil shales: Application of machine learning outputs

In-situ thermal upgrading aids recovery from low-maturity oil shales where low permeability is the rate-limiting feature. We use machine leaning classified pore and pore network morphological descriptions recovered at elevated temperatures to define the dynamic thermal evolution of permeability. The...

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Bibliographic Details
Main Authors: Bo He, Lingzhi Xie, Xin Liu, Jun Liu, Derek Elsworth
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-04-01
Series:Unconventional Resources
Subjects:
S: oil shale
Seepage capacity
Qingshankou formation
Thermal upgrading
SEM scanning
Online Access:http://www.sciencedirect.com/science/article/pii/S266651902400061X
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