Downhole Pressure Pulse Signal Recognition Based on SSA-CNN-LSTM

Downhole Pressure Pulse Signal Recognition Based on SSA-CNN-LSTM

Aiming at the problems of signal distortion and increased bit error rate caused by the interference of downhole sensor noise, fluid turbulent fluctuations, and wall friction effects on the wireless pressure pulse signals in the intelligent stratified water injection system, this paper designs a hybr...

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Bibliographic Details
Main Authors: JIANG Panqin, LIU Xingbin, JIANG Zhicheng, LI Shanwen, HE Zhuang
Format: Article
Language:Chinese
Published: Editorial Office of Well Logging Technology 2025-06-01
Series:Cejing jishu
Subjects:
intelligent stratified water injection
wireless pressure pulse signal
sparrow search algorithm (ssa)
convolutional neural network (cnn)
long short-term memory network (lstm)
Online Access:https://www.cnpcwlt.com/en/#/digest?ArticleID=5746
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