default author photo

Dingyu Cao

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

107

TOTAL CITATIONS

0

Scholarly Papers (3)

Dynamic Frequency-Time Structural Reasoning Network for Interpretable Bearing Fault Diagnosis

Number of pages: 57 Posted: 27 Dec 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, Xi'an Jiaotong University (XJTU), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 35 (1,296,409)

Abstract:

Loading...

Bearing fault diagnosis, Interpretable deep learning, Frequency-band attention, graph attention networks, Structural reasoning

Dynamic Frequency-Time Structural Reasoning Network for Interpretable Bearing Fault Diagnosis

Number of pages: 62 Posted: 04 Feb 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), affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 22 (1,473,203)

Abstract:

Loading...

Bearing fault diagnosis, Interpretable deep learning, Frequency-band attention, Graph attention networks, Structural reasoning

Dynamic Frequency-Time Structural Reasoning Network for Interpretable Bearing Fault Diagnosis

Number of pages: 56 Posted: 05 Nov 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, Xi'an Jiaotong University (XJTU), affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 25 (1,430,393)

Abstract:

Loading...

Bearing fault diagnosis, Interpretable deep learning, Frequency-band attention, Graph attention networks, Structural reasoning

Dynamic Frequency-Time Structural Reasoning Network for Interpretable Bearing Fault Diagnosis

Number of pages: 56 Posted: 07 Nov 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, Xi'an Jiaotong University (XJTU), affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 20 (1,500,232)

Abstract:

Loading...

Bearing fault diagnosis, Interpretable deep learning, Frequency-band attention, Graph attention networks, Structural reasoning

3.

A Motif-Guided Framework for Selective Maintenance Optimization Using Interpretable RUL Prognostics

Number of pages: 27 Posted: 19 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, affiliation not provided to SSRN, affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 5 (1,575,921)

Abstract:

Loading...

Remaining useful life prediction, Interpretable prognostics, Selective maintenance optimization, Degradation motifs, Sample-driven mission reliability