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Tangbin Xia

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

63

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

A Hybrid Prognostic & Health Management Framework Across Multi-Level Engineering Systems with Scalable Convolution Neural Networks and Adjustable Functional Regression Models

Number of pages: 48 Posted: 04 Feb 2024
Kaigan Zhang, Tangbin Xia, Yuhui Xu, Yutong Ding, Yong Zhao, Nagi Gebraeel and Lifeng Xi
affiliation not provided to SSRN, affiliation not provided to SSRN, Anhui Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN, Georgia Institute of Technology and affiliation not provided to SSRN
Downloads 35 (1,249,711)

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Hybrid prognostic & health management (PHM) framework, data-driven remaining useful life (RUL) prediction, model-based time-to-failure (TTF) estimation, predictive maintenance (PdM) scheduling

2.

Data Generation Framework for Rolling Bearing Condition Monitoring Based on Physics-Informed Enhanced Network and Defect Size Prediction

Number of pages: 38 Posted: 25 Mar 2026
Ting Zhu, Zhen Chen, Di Zhou, Tangbin Xia and Ershun Pan
affiliation not provided to SSRN, affiliation not provided to SSRN, Donghua University, affiliation not provided to SSRN and Shanghai Jiao Tong University (SJTU)
Downloads 15 (1,500,778)

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3.

Resource-efficient class-balanced Bagging framework for rolling bearing fault diagnosis

Number of pages: 25 Posted: 02 Apr 2026
Feng Luo, Tangbin Xia, Yuhui Xu, Guojin Si, Dong Wang and Lifeng Xi
affiliation not provided to SSRN, affiliation not provided to SSRN, Anhui Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 13 (1,526,714)

Abstract:

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Fault diagnosis, Rolling bearings, Class imbalance, Bagging ensemble, Depthwise separable convolution, Attention mechanism