Production Capacity Prediction for Tight Gas Reservoirs Based on ADASVRLGBM

Production Capacity Prediction for Tight Gas Reservoirs Based on ADASVRLGBM

Accurate production capacity prediction plays a crucial role in formulating efficient development plans for tight gas reservoirs. Due to the complexity of tight gas reservoir characteristics and significant reservoir heterogeneity, traditional prediction methods often fail to meet the accuracy and s...

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Bibliographic Details
Main Authors: MENG Sihai, ZHANG Zhansong, GUO Jianhong, HAN Zihao, ZENG Weijie, LYU Hengyang
Format: Article
Language:zho
Published: Editorial Office of Well Logging Technology 2025-04-01
Series:Cejing jishu
Subjects:
tight gas reservoir
production capacity prediction
ensemble algorithm
genetic algorithm
machine learning
Online Access:https://www.cnpcwlt.com/en/#/digest?ArticleID=5727
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