LSTM Logging Curve Prediction Method Based on Attention Mechanism

LSTM Logging Curve Prediction Method Based on Attention Mechanism

Logging curve prediction is an effective method to solve the problem of poor curve measurement results or missing of a certain section of the curve caused by factors such as well diameter changes and instrument failures. Starting from the perspective of memory learning, this paper first analyzes the...

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Bibliographic Details
Main Authors: DAI Baoqing, PENG Jiaqiong, ZHANG Tianhuan, ZHAO Jiafeng, ZHAO Jianpeng
Format: Article
Language:zho
Published: Editorial Office of Well Logging Technology 2023-04-01
Series:Cejing jishu
Subjects:
log evaluation
curve prediction
lstm neural network
attention mechanism
feature weight
tensorflow platform
Online Access:https://www.cnpcwlt.com/#/digest?ArticleID=5471
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