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   Articles with "tcn" as a keyword



Prediction of PEMFC life based on IGJO-TCN-BiGRU-Attention.

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recommendations! Published in 2025 at "Scientific reports"

DOI: 10.1038/s41598-025-29800-x

Abstract: To accurately predict the life of proton exchange membrane fuel cells (PEMFC), the IGJO-TCN-BiGRU-Attention algorithm is proposed, which integrates an intelligent optimization algorithm into a deep learning framework. Temporal convolutional network (TCN) decodes spatial correlations… read more here.

Keywords: tcn bigru; attention; igjo tcn; tcn ... See more keywords

Synthesis of chitosan/TCN nanocomposites with the carbon dioxide assisted phase inversion

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recommendations! Published in 2022 at "RSC Advances"

DOI: 10.1039/d2ra00296e

Abstract: The chitosan (CS)/bis(2-hydroxyethyl)methyl tallow ammonium modified montmorillonite (TCN) nanocomposites are synthesized by the phase inversion procedure via the assistance of carbon dioxide (CO2). The viscosity of CS/formic acid solution is reduced with the incorporation of… read more here.

Keywords: microscopy; carbon dioxide; tcn nanocomposites; phase inversion ... See more keywords

Accident severity assessment method for nuclear power plants based on Temporal Convolutional Network (TCN) and Bayesian optimization

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recommendations! Published in 2025 at "Journal of Nuclear Science and Technology"

DOI: 10.1080/00223131.2024.2449451

Abstract: ABSTRACT This study proposes a novel severity assessment model for nuclear power plant (NPP) accidents based on the Temporal Convolutional Network (TCN) and Bayesian optimization. The model assesses the severity of NPP accidents by using… read more here.

Keywords: bayesian optimization; severity; model; tcn ... See more keywords

A comparison of the effects of temperature change between neighboring days and diurnal temperature range on stroke incidence in rural Northwest.

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recommendations! Published in 2025 at "International journal of environmental health research"

DOI: 10.1080/09603123.2025.2519746

Abstract: Studies on the effect of temperature variation on the number of hospitalizations for stroke-related diseases in rural Northwest China are rare, and there is a gap in related studies in Pingliang, a less developed city… read more here.

Keywords: temperature; change neighboring; effects temperature; temperature change ... See more keywords

Research on Gas Outburst Prediction Model Based on Multiple Strategy Fusion Improved Snake Optimization Algorithm With Temporal Convolutional Network

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3220765

Abstract: A gas outburst prediction model based on multiple strategy fusion and improved snake optimization algorithm (MFISO) and temporal convolutional network (TCN) is proposed to address the problems of low accuracy of deep learning prediction models… read more here.

Keywords: tcn; gas outburst; outburst prediction; model ... See more keywords

SASE-TCN: A Multitask Learning Network for MDS-UPDRS III Task Classification and Parkinson’s Disease Recognition

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recommendations! Published in 2025 at "IEEE Sensors Journal"

DOI: 10.1109/jsen.2025.3545929

Abstract: As wearable technology and machine learning (ML) algorithms have developed by leaps and bounds, many studies have focused on automatically monitoring Parkinson’s disease (PD). The procedure includes two steps: first, classifying activities, usually the Movement… read more here.

Keywords: mds updrs; sase tcn; iii; tcn ... See more keywords

Lightweight Attentive ConvNeXt-TCN for Causal Target Sound Extraction

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recommendations! Published in 2025 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2025.3625128

Abstract: Target sound extraction (TSE) aims to isolate specific sounds from complex acoustic mixtures. While various causal TSE models have been developed for real-time processing, most existing causal models operate in the time domain and do… read more here.

Keywords: target sound; sound extraction; target; tcn ... See more keywords

Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Simplified Electrochemical Model and TSO-TCN

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recommendations! Published in 2024 at "Journal of The Electrochemical Society"

DOI: 10.1149/1945-7111/ad728f

Abstract: Accurate prediction of the remaining useful life (RUL) of lithium-ion battery is critical in practical applications, but is challenging due to the presence of multiple aging pathways and nonlinear degradation mechanisms. In this paper, a… read more here.

Keywords: prediction; lithium ion; life; tcn ... See more keywords

A Hybrid VMD-TPE-TCN Framework for Wind Shear Prediction near an Airport Runway

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recommendations! Published in 2025 at "Atmosphere"

DOI: 10.3390/atmos16040381

Abstract: Wind shear presents a critical challenge to aviation safety, particularly during aircraft takeoff and landing, necessitating precise and timely forecasting to mitigate operational risks. This paper introduces a hybrid Variational Mode Decomposition (VMD) framework integrated… read more here.

Keywords: framework; tcn; wind shear; vmd tpe ... See more keywords

Multichannel Attention-Based TCN-GRU Network for Remaining Useful Life Prediction of Aero-Engines

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recommendations! Published in 2025 at "Energies"

DOI: 10.3390/en18081899

Abstract: Predictive maintenance is a cornerstone of modern aerospace engineering, critical for maintaining the reliability and operational performance of aircraft engines. As a major component of prognostics and health management (PHM) technology, the accurate prediction of… read more here.

Keywords: multichannel attention; gru network; prediction; tcn ... See more keywords

A DRC-TCN Model for Marine Vessel Track Association Using AIS Data

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recommendations! Published in 2025 at "Journal of Marine Science and Engineering"

DOI: 10.3390/jmse13112129

Abstract: Accurate vessel track association is a key requirement for maritime traffic monitoring and collision-avoidance systems, yet the Automatic Identification System (AIS) records commonly contain noise, missing intervals, and overlapping trajectories in congested coastal waters. We… read more here.

Keywords: track association; vessel track; drc tcn; tcn ... See more keywords