Lithologic Identification of Complex Reservoir Based on PSO-LSTM-FCN Algorithm

Lithologic Identification of Complex Reservoir Based on PSO-LSTM-FCN Algorithm

Reservoir lithology identification is the basis for the exploration and development of complex lithological reservoirs. Efficient processing of well-logging data is the key to lithology identification. However, reservoir lithology identification through well-logging is still a challenge with convent...

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Bibliographic Details
Main Authors: Yawen He, Weirong Li, Zhenzhen Dong, Tianyang Zhang, Qianqian Shi, Linjun Wang, Lei Wu, Shihao Qian, Zhengbo Wang, Zhaoxia Liu, Gang Lei
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Energies
Subjects:
complex reservoir
lithology identification
machine learning
LSTM-FCN
PSO optimization
Online Access:https://www.mdpi.com/1996-1073/16/5/2135

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https://www.mdpi.com/1996-1073/16/5/2135

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