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Ruqiang Yan

Xi'an Jiaotong University (XJTU)

26 Xianning W Rd.

Xi'an Jiao Tong University

Xi'an, Shaanxi 710049

China

SCHOLARLY PAPERS

11

DOWNLOADS

1,352

TOTAL CITATIONS

20

Scholarly Papers (11)

1.

Probabilistic Remaining Useful Life Prediction Based on Deep Convolutional Neural Network

TESConf 2020 - 9th International Conference on Through-life Engineering Services
Number of pages: 6 Posted: 23 Oct 2020
Xi'an Jiaotong University (XJTU), Xi'an Jiaotong University (XJTU), The University of Manchester, Xi'an Jiaotong University (XJTU) and Xi'an Jiaotong University (XJTU)
Downloads 895 (66,145)
Citation 18

Abstract:

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Remaining useful life; Probabilistic prediction; Deep convolutional neural networks

2.

Privacy-Preserving Federated Transfer Learning for Defect Identification from Highly Imbalanced Image Data in Additive Manufacturing

Number of pages: 31 Posted: 30 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, Xi'an Jiaotong University (XJTU) and affiliation not provided to SSRN
Downloads 105 (664,543)
Citation 1

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Additive manufacturing, Defect Identification, Privacy Protection, Federated Learning, Transfer Learning

3.

Unified Flowing Normality Learning for Mechanical Anomaly Detection in Continuous Time-Varying Conditions

Number of pages: 21 Posted: 07 Feb 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Brunel University London and Xi'an Jiaotong University (XJTU)
Downloads 71 (867,774)

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Condition monitoring, Anomaly Detection, Continuous time-varying conditions, Manifold learning, Generative Adversarial Networks

Sensing Limit in Blade Tip Timing Measurement and Underlying Theory

Number of pages: 20 Posted: 05 Jan 2026
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) and affiliation not provided to SSRN
Downloads 45 (1,144,483)

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Blade tip timing, undersampling, Sensing limit, Sampling jitter, spectral analysis, Layout evaluation

Sensing Limit in Blade Tip Timing Measurement and Underlying Theory

Number of pages: 22 Posted: 11 May 2026
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) and affiliation not provided to SSRN
Downloads 12 (1,589,301)

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Blade Tip Timing, Undersampling, Sensing limit, Sampling jitter, spectral analysis, Layout evaluation

5.

DPDC-ILKM: A multi-agent integrated large knowledge model for intelligent maintenance of industrial swarm robotics

Number of pages: 20 Posted: 17 Sep 2025
South China University of Technology, South China University of Technology, South China University of Technology, South China University of Technology, Xi'an Jiaotong University (XJTU), University of Macau - Department of Electromechanical Engineering and South China University of Technology
Downloads 49 (1,074,648)

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Embodied Intelligence, Industrial Robots, Large Language Models, prognostics and health management, Intelligent Maintenance

6.

Collaborative-Sequential Optimization for Aero-Engine Maintenance Based on Multi-Agent Reinforcement Learning

Number of pages: 25 Posted: 19 Dec 2023
Zeqi Wei, Zhibin Zhao, Zheng Zhou and Ruqiang Yan
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 49 (1,074,648)

Abstract:

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Multi-agent reinforcement learning, dynamic inspection interval, maintenance strategy, aero-engine

7.

A Temperature-Decoupled Impedance-Based Mass Sensing Using Cbam-Cnn and Adaptive Weighted Average Preprocessing with High Accuracy

Number of pages: 44 Posted: 22 Jul 2023
Southeast University, Southeast University, Southeast University, affiliation not provided to SSRN, affiliation not provided to SSRN, Southeast University and Xi'an Jiaotong University (XJTU)
Downloads 37 (1,222,651)

Abstract:

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Piezoelectric microcantilever, CNN, CBAM, Adaptive weighted average preprocessing, Mass sensing, Temperature decoupling

8.

A Condition-Supervised Contrastive Autoencoder with Dynamic Temperature Scaling for Anomaly Detection under Multi-Condition Imbalanced Data

Number of pages: 24 Posted: 06 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 and Xi'an Jiaotong University (XJTU)
Downloads 27 (1,359,097)

Abstract:

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Anomaly detection, Contrastive learning, Autoencoder, Multiple conditions, Data imbalance

9.

FPENet: an explainable frequency prior embedded deep neural network for intelligent fault diagnosis

Number of pages: 26 Posted: 19 Feb 2026
affiliation not provided to SSRN, Kunming University of Science and Technology, affiliation not provided to SSRN, Xi'an Jiaotong University (XJTU), affiliation not provided to SSRN and Polytechnic University of Milan
Downloads 25 (1,399,036)

Abstract:

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Intelligent fault diagnosis, frequency prior embedding, Explainable artificial intelligence, explanation guide

10.

A Small Sample Piezoelectric Impedance-Based Structural Damage Identification Using Signal Reshaping-Based Enhance Attention Transformer

Number of pages: 27 Posted: 12 Jun 2023
Southeast University, Southeast University, Southeast University, Southeast University, Southeast University, Southeast University and Xi'an Jiaotong University (XJTU)
Downloads 22 (1,424,331)
Citation 1

Abstract:

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Transformer, Damage identification, small sample, the frequency response curve

11.

Robust Feature Selection for Cross-domain Fault Diagnosis Using Deep Reinforcement Learning

Number of pages: 18 Posted: 07 Feb 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 15 (1,509,872)

Abstract:

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Cross-domain fault diagnosis, feature selection, network pruning, Deep reinforcement learning