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...

Full description

Saved in:

Bibliographic Details
Main Authors:	JIANG Panqin, LIU Xingbin, JIANG Zhicheng, LI Shanwen, HE Zhuang
Format:	Article
Language:	zho
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
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GRU-LSTM model based on the SSA for short-term traffic flow prediction
by: Changxi Ma, et al.
Published: (2025-03-01)

A Hybrid Strategy-Improved SSA-CNN-LSTM Model for Metro Passenger Flow Forecasting
by: Jing Liu, et al.
Published: (2024-12-01)

Enhanced detection of accounting fraud using a CNN-LSTM-Attention model optimized by Sparrow search
by: Peifeng Wu, et al.
Published: (2024-11-01)

Transmission Error Prediction of RV Reducer based on SSA-BP
by: Houzhen Sun, et al.
Published: (2022-05-01)

Predicting the Evolution of the Supercontinuum Generation With CNN-LSTM Model
by: Yi Feng, et al.
Published: (2025-01-01)

Improved salp swarm algorithm-driven deep CNN for brain tumor analysis
by: Umang Kumar Agrawal, et al.
Published: (2025-07-01)

A Hybrid CNN-LSTM Model With Attention Mechanism for Improved Intrusion Detection in Wireless IoT Sensor Networks
by: Pendukeni Phalaagae, et al.
Published: (2025-01-01)

Optimizing 5G resource allocation with attention-based CNN-BiLSTM and squeeze-and-excitation architecture
by: Anfal Musadaq Rayyis, et al.
Published: (2025-07-01)

Seasonally Adaptive VMD-SSA-LSTM: A Hybrid Deep Learning Framework for High-Accuracy District Heating Load Forecasting
by: Yu Zhang, et al.
Published: (2025-07-01)

Passenger Flow Prediction for Rail Transit Stations Based on an Improved SSA-LSTM Model
by: Xing Zhao, et al.
Published: (2024-11-01)

Breast cancer classification based on hybrid CNN with LSTM model
by: Mourad Kaddes, et al.
Published: (2025-02-01)

Short-term PV power prediction based on meteorological similarity days and SSA-BiLSTM
by: Yikang Li, et al.
Published: (2024-12-01)

An equivalent modeling method for integrated water-wind-solar systems based on sparrow search algorithm
by: Yuanhong Lu, et al.
Published: (2025-04-01)

Low power energy balanced clustering routing scheme based on improved SSA and Multi-Hop transmission in IoT
by: Rui Wang, et al.
Published: (2025-04-01)

Research on prediction of bottom hole flowing pressure for vertical coalbed methane wells based on improved SSA-BPNN
by: YU Yang, DONG Yintao, LI Yunbo, BAO Yu, ZHANG Lixia, SUN Hao
Published: (2025-04-01)

Combined CNN-LSTM for Enhancing Clean and Noisy Speech Recognition
by: Noussaiba Djeffal, et al.
Published: (2024-12-01)

Channel Estimation Using CNN-LSTM in RIS-NOMA Assisted 6G Network
by: Chi Nguyen, et al.
Published: (2023-01-01)

Construction cost prediction model for agricultural water conservancy engineering based on BIM and neural network
by: Kun Han, et al.
Published: (2025-07-01)

Classification algorithm of loin swarm optimization kernel extreme learning machine
by: Liu Xinjian, et al.
Published: (2022-02-01)

Optimization Design of Hub Reducer Based on Improved Sparrow Search Algorithm
by: LI Jian-wei, et al.
Published: (2022-10-01)

Identifying Equivalent Circuits of Electrochemical Impedance Spectroscopy Using CNN-LSTM
by: Chang-jiang Yang, et al.
Published: (2025-01-01)

Prediction of Carbonate Reservoir Porosity Based on CNN-BiLSTM-Transformer
by: Yingqiang Qi, et al.
Published: (2025-03-01)

Predicting depression risk in middle-aged and elderly adults in China using CNN-BiLSTM-Attention mechanism and LSTM+SHAP framework
by: Shengxian Bi, et al.
Published: (2025-08-01)

Sparse Temporal Data-Driven SSA-CNN-LSTM-Based Fault Prediction of Electromechanical Equipment in Rail Transit Stations
by: Jing Xiong, et al.
Published: (2024-09-01)

Submarine Cable Vibration Signal Recognition Based on Sparrow Search Algorithm Optimized Support Vector Machine
by: GUO Jiaxing, et al.
Published: (2023-10-01)

Indoor Positioning System based on SSA-ELM Neural Network for Visible Light
by: JIA Kejun, et al.
Published: (2025-02-01)

Gear Fault Diagnosis Based on EMD Decomposition and Levy-SSA-BP Neural Network
by: Xu Jingwen, et al.
Published: (2024-05-01)

An Investigation into the Utilisation of CNN with LSTM for Video Deepfake Detection
by: Sarah Tipper, et al.
Published: (2024-10-01)

A PSO-CNN-LSTM Model for Seismic Facies Analysis: Methodology and Applications
by: Luyao Liao, et al.
Published: (2025-01-01)

Research on ultra wide band NLoS/LoS recognition method based on the fusion of 1DCNN and LSTM
by: ZHENG Enrang, et al.
Published: (2025-06-01)

Bearing Fault Diagnosis Based on IPOA-VMD and SSA-HKELM
by: Baoxian Chang, et al.
Published: (2024-01-01)

A novel conceptual design approach for autonomous underwater helicopter based on multidisciplinary collaborative optimization
by: Yuan-Jie Chen, et al.
Published: (2024-12-01)

Integrated deep learning for cardiovascular risk assessment and diagnosis: An evolutionary mating algorithm-enhanced CNN-LSTM
by: Ahmed Mohammed Ahmed Alsarori, et al.
Published: (2025-12-01)

Daily soil moisture prediction during winter wheat growth season using an SCSSA-CNN-BiLSTM model
by: CUI Song, et al.
Published: (2025-08-01)

Hybrid LSTM–Attention and CNN Model for Enhanced Speech Emotion Recognition
by: Fazliddin Makhmudov, et al.
Published: (2024-12-01)

Wind power generation prediction using LSTM model optimized by sparrow search algorithm and firefly algorithm
by: Wenjing Zhang, et al.
Published: (2025-03-01)

Volleyball technical action recognition based on CNN-LSTM
by: Zhigang Zhang, et al.
Published: (2025-07-01)

Speech Emotion Recognition: Comparative Analysis of CNN-LSTM and Attention-Enhanced CNN-LSTM Models
by: Jamsher Bhanbhro, et al.
Published: (2025-05-01)

Enhancing Magnetotelluric Data Quality Using Deep Learning-Based Denoising Models: A Study of CNN and LSTM
by: Widya Utama, et al.
Published: (2025-06-01)

Research on the deformation prediction model of surrounding rock based on SSA-VMD-GRU
by: Xiao Jiming, et al.
Published: (2025-07-01)