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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

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Research article

First published 2025-10

Multi-dimensional failure risk load prediction of electric motor based on physical model and data-driven approach

Zhen Wang, Lihui Zhao, Dongdong Zhang [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2025

An improved attention mechanism rolling element bearing fault diagnosis based on convolutional neural network and bi-directional long short-term memory

Xiangyang Liu, Zhangliang Xu, Zhifeng Li [...]

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 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

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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 2025

Ensemble learning for improved sentiment analysis in doctor–patient communication

Yufan Ge, Lingling Dai, Bingding Huang [...]

DIGITAL HEALTH

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Research article

First published 2025

TPA-net: Temporal pyramid convolution network with attentional BiLSTM for power load forecasting

Mengbo Yang, Donghui Wei

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2026

A CNN-BiLSTM-attention-based framework for predicting cavitation damage degradation in centrifugal pumps

Liang Dong, Siyuan Hu, Weihua Shi [...]

Journal of Vibration and Control

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