CNN-LSTM Model Optimized by Bayesian Optimization for Predicting Single-Well Production in Water Flooding Reservoir

CNN-LSTM Model Optimized by Bayesian Optimization for Predicting Single-Well Production in Water Flooding Reservoir

Geared toward the problems of predicting the unsteadily changing single oil well production in water flooding reservoir, a machine learning model based on CNN (convolutional neural network) and LSTM (long short-term memory) is established which realizes precise predictions of monthly single-well pro...

Full description

Saved in:

Bibliographic Details
Main Authors:	Lei Zhang, Hongen Dou, Kun Zhang, Ruijie Huang, Xia Lin, Shuhong Wu, Rui Zhang, Chenjun Zhang, Shaojing Zheng
Format:	Article
Language:	English
Published:	Wiley 2023-01-01
Series:	Geofluids
Online Access:	http://dx.doi.org/10.1155/2023/5467956
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Density Logging Curve Reconstruction Method Based on Bayesian-Optimized CNN-LSTM
by: LI Hongxi, et al.
Published: (2025-04-01)

Bayesian Optimized of CNN-M-LSTM for Thermal Comfort Prediction and Load Forecasting in Commercial Buildings
by: Chi Nghiep Le, et al.
Published: (2025-06-01)

Accelerated Bayesian optimization for CNN+LSTM learning rate tuning via precomputed Gaussian process subspaces in soil analysis
by: Xiaolong Chen, et al.
Published: (2025-08-01)

A Hybrid CNN–BiLSTM Framework Optimized with Bayesian Search for Robust Android Malware Detection
by: Ibrahim Mutambik
Published: (2025-07-01)

CNN-LSTM-Attention with PSO optimization for temperature and fault prediction in meat grinder motors
by: Yao Zhang, et al.
Published: (2025-05-01)

A method for measuring carbon emissions from power plants using a CNN-LSTM-Attention model with Bayesian optimization
by: Jiacheng Chen, et al.
Published: (2024-11-01)

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

Optimization of a Bayesian game for Peer-to-Peer trading among prosumers under incomplete information via a CNN-LSTM-ATT
by: Hongjie Jia, et al.
Published: (2024-12-01)

Improving the explainability of CNN-LSTM-based flood prediction with integrating SHAP technique
by: Hao Huang, et al.
Published: (2024-12-01)

Enhancing Wind Power Forecasting Accuracy Based on OPESC-Optimized CNN-BiLSTM-SA Model
by: Lele Wang, et al.
Published: (2025-07-01)

Active learning based surrogate ensemble assisted multi-objective optimization framework for reservoir water-flooding optimization
by: Lian Wang, et al.
Published: (2025-02-01)

Optimized CNN-LSTM with hybrid metaheuristic approaches for solar radiation forecasting
by: İrem Fatma Şener, et al.
Published: (2025-08-01)

Hybrid Multi-Branch Attention–CNN–BiLSTM Forecast Model for Reservoir Capacities of Pumped Storage Hydropower Plant
by: Yu Gong, et al.
Published: (2025-06-01)

Enhancing water saturation predictions from conventional well logs in a carbonate gas reservoir with a hybrid CNN-LSTM model
by: Ali Gohari Nezhad, et al.
Published: (2025-04-01)

Short-Term Prediction of Ship Heave Motion Using a PSO-Optimized CNN-LSTM Model
by: Guowei Li, et al.
Published: (2025-05-01)

Relation extraction based on CNN and Bi-LSTM
by: Xiaobin ZHANG, et al.
Published: (2018-09-01)

Bayesian optimization of hybrid quantum LSTM in a mixed model for precipitation forecasting
by: Yumin Dong, et al.
Published: (2025-01-01)

CNN-LSTM optimized with SWATS for accurate state-of-charge estimation in lithium-ion batteries considering internal resistance
by: Zhaowei Zhang, et al.
Published: (2025-08-01)

Parallel and distributed chimp-optimized LSTM for oil well-log reconstruction in China
by: Zisong Wang, et al.
Published: (2025-07-01)

RUL Prediction of Rolling Bearings Based on Fruit Fly Optimization Algorithm Optimized CNN-LSTM Neural Network
by: Jiaping Shen, et al.
Published: (2025-02-01)

Hyperband-Optimized CNN-BiLSTM with Attention Mechanism for Corporate Financial Distress Prediction
by: Yingying Song, et al.
Published: (2025-05-01)

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

Experimental study of surfactant flooding system in low permeability reservoir
by: Bai Jinmei, et al.
Published: (2025-04-01)

Optimisasi Hyperparameter BiLSTM Menggunakan Bayesian Optimization untuk Prediksi Harga Saham
by: Fandi Presly Simamora, et al.
Published: (2025-02-01)

Prediction of Automotive Wire Harness Aging Based on CNN-biLSTM-Attention
by: Kun Xia, et al.
Published: (2025-05-01)

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

Optimizing DNA Sequence Classification via a Deep Learning Hybrid of LSTM and CNN Architecture
by: Elias Tabane, et al.
Published: (2025-07-01)

Trajectory optimization of ultra-short sidetrack horizontal wells in marginal reservoirs
by: Yanjiao Jiang, et al.
Published: (2025-04-01)

Optimized Application of CGA-SVM in Tight Reservoir Horizontal Well Production Prediction
by: Chao Wang, et al.
Published: (2025-01-01)

Explainable Artificial Intelligence (XAI) for Flood Susceptibility Assessment in Seoul: Leveraging Evolutionary and Bayesian AutoML Optimization
by: Kounghoon Nam, et al.
Published: (2025-06-01)

Short-Term Wind Power Prediction Model Based on PSO-CNN-LSTM
by: Qingquan Lv, et al.
Published: (2025-06-01)

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

Optimized CNN-Bi-LSTM–Based BCI System for Imagined Speech Recognition Using FOA-DWT
by: Meenakshi Bisla, et al.
Published: (2024-01-01)

An Optimized 1-D CNN-LSTM Approach for Fault Diagnosis of Rolling Bearings Considering Epistemic Uncertainty
by: Onur Can Kalay
Published: (2025-07-01)

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

Optimization Simulation and Comprehensive Evaluation Coupled with CNN-LSTM and PLUS for Multi-Scenario Land Use in Cultivated Land Reserve Resource Area
by: Shaner Li, et al.
Published: (2025-05-01)

Combined Wind Power Prediction Method Based on CNN-LSTM&GRU with Adaptive Weights
by: Rui JIA, et al.
Published: (2022-05-01)

Iron Ore Information Extraction Based on CNN-LSTM Composite Deep Learning Model
by: Haili Chen, et al.
Published: (2025-01-01)

Optimal Coordinated Flood Control Scheduling of Three Gorges and Qingjiang Cascade Reservoirs
by: ZHAO Hui, ZHU Yu-xin, LIU Yuan, HUANG Bin, PANG Shu-sen, HUANG Di
Published: (2025-08-01)

Optimization of Hydrocarbon Gas Flooding Parameters in Ultra-Low Permeability Tight Reservoirs
by: LIU Xin, et al.
Published: (2023-08-01)