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Zelin Nie

affiliation not provided to SSRN

SCHOLARLY PAPERS

9

DOWNLOADS

527

TOTAL CITATIONS

0

Scholarly Papers (9)

1.

Predictive Maintenance System for High-End Equipment in Nuclear Power Plant Under Limited Degradation Knowledge

Number of pages: 17 Posted: 20 Jun 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 110 (640,165)

Abstract:

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nuclear circulating water pump; health prognostics; uncertainty quantification; remaining useful life prediction; predictive maintenance;intelligent maintenance platform

Meta-Feature Encoding Based Mixed Domain Generalization Method for Machinery Fault Diagnosis Under Unseen Conditions

Number of pages: 31 Posted: 04 Nov 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 42 (1,183,247)

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Mixed domain generalization, fault diagnosis, gradient update strategy, meta-feature encoding, planetary gearbox

Meta-Feature Encoding Based Mixed Domain Generalization Method for Machinery Fault Diagnosis Under Unseen Conditions

Number of pages: 39 Posted: 28 Mar 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 36 (1,267,060)

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Mixed domain generalization, fault diagnosis, gradient update strategy, meta-feature encoding, planetary gearbox.

Meta-Feature Encoding Based Mixed Domain Generalization Method for Machinery Fault Diagnosis Under Unseen Conditions

Number of pages: 39 Posted: 23 Jan 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 26 (1,415,710)

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Mixed domain generalization, fault diagnosis, gradient update strategy, meta-feature encoding, planetary gearbox

3.

Action Prompt Assimilation in Large Language Models for Time Series Forecasting of Nuclear Power Industry Systems

Number of pages: 30 Posted: 26 Mar 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 69 (883,195)

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Action prompt, Automation system, Large language model, Time series forecasting

4.

Reliability Cooperative Remaining Useful Life Prediction Method for Dynamic Predictive Maintenance of Mechanical Systems

Number of pages: 18 Posted: 16 Oct 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Xi'an Jiaotong University (XJTU) - Department of Mechanical Engineering, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 64 (924,743)

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Remaining useful life predictionSystem reliabilityPredictive maintenanceUncertainty assessmentLightweight TransformerDynamic maintenance interval

5.

Underdetermined Convolutive Blind Source Separation Based on Phase-Normalized Single Source Points and Adjacently Weighted Alignment

Number of pages: 47 Posted: 22 Mar 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 46 (1,109,210)

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Underdetermined convolutive blind source separation (UCBSS), Single source points, Hermitian angle cosine criterion, Phase normalization, Adjacently weighted alignment

6.

CFD-Gaussian Hybrid Model for Rapid Radiation Field Prediction After Nuclear Power Plant Leakage Accidents

Number of pages: 9 Posted: 07 Oct 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 43 (1,145,425)

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Radiation field prediction, radionuclides diffusion, nuclear emergency, Computational Fluid Dynamics (CFD), Gaussian plume model

7.

Gradient Consistency Strategy Cooperative Meta-Feature Learning for Mixed Domain Generalized Machine Fault Diagnosis

Number of pages: 17 Posted: 14 Jun 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 38 (1,209,354)

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Mixed domain generalization, Fault diagnosis, Gradient update strategy, Meta-feature encoding, Planetary gearbox

8.

Macro Guidance-Micro Avoidance Model for On-Site Personnel Emergency Evacuation Strategy in Nuclear Power Plants Under Panic Psychology

Number of pages: 18 Posted: 09 Jul 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 36 (1,236,159)

Abstract:

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Cellular automata, exit selection, evacuation time, on-site nuclear emergency, panic psychology, radiation avoidance

9.

Bayesian Contrastive Learning: An Augmentation-Free Contrastive Learning Method for Fault Diagnosis with Limited Labels and Uncertainty Quantification

Number of pages: 33 Posted: 18 Aug 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 17 (1,481,165)

Abstract:

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Bayesian neural network, contrastive learning, pseudo-labeling, uncertainty estimation, fault diagnosis, limited labeled data