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Research article

First published 2026

Gearbox fault diagnosis method based on RIME-VMD and CNN-BiLSTM

Jiangran Liu, Rujiang Hao, Feiyue Deng

Journal of Vibration and Control

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Research article

First published 2025

Prediction of FeO content in sintered ore based on ICEEMDAN and CNN-BiLSTM-AM

Jinxin Fan, Huan Yang, Xiaotong Li [...]

Ironmaking & Steelmaking: Processes,Products and Applications

Open access

Research article

First published 2024-5

A Siamese CNN-BiLSTM-based method for unbalance few-shot fault diagnosis of rolling bearings

Xiyang Liu, Guo Chen, Hao Wang [...]

Measurement and Control

Open access

Research article

First published 2025

An Enhanced Hybrid Model Combining CNN,BiLSTM,and Attention Mechanism for ECG Segment Classification

Mechichi Najia, Benzarti Faouzi

Biomedical Engineering and Computational Biology

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Research article

First published 2026-2

Multi-step prediction for coal-rock drilling rate of penetration using IVMD-CNN-BiLSTM

Cong Zhang, Zhongbin Wang, Guofa Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2026

Prediction of fuel consumption for operational ships based on an improved CNN–BiLSTM–Attention model

Yancheng Zhang, Guomei Chang, Gaoyuan Zhu [...]

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

Open access

Research article

First published 2023-1

A hybrid CNN-BiLSTM approach for remaining useful life prediction of EVs lithium-Ion battery

Dexin Gao, Xin Liu, Zhenyu Zhu [...]

Measurement and Control

Open access

Research article

First published 2024

Attention-assisted hybrid CNN-BILSTM-BiGRU model with SMOTE–Tomek method to detect cardiac arrhythmia based on 12 - lead electrocardiogram signals

Sara Chopannejad, Arash Roshanpoor, Farahnaz Sadoughi

DIGITAL HEALTH

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Research article

First published 2023-10-04

Short-term auto parts demand forecasting based on EEMD—CNN—BiLSTM—Attention—combination model

Kai Huang, Jian Wang

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025

CVC work roll uneven wear prediction model of hot strip mills based on CNN-BiLSTM-attention + NSGA-Ⅱ

Lei Sun, Jianguo Cao, Yang Chen [...]

Ironmaking & Steelmaking: Processes,Products and Applications

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