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Xuanyuan Su

affiliation not provided to SSRN

SCHOLARLY PAPERS

5

DOWNLOADS

309

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

A Multi-Agent Collaborative Model for Directed Multi-Modal Knowledge Integration and Fault Diagnosis Code Generation

Number of pages: 47 Posted: 01 Jul 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, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 145 (511,933)

Abstract:

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Multi-agent collaborative, Fault diagnosis, Code Generation, Cross-modal, Directed knowledge organization and arrangement

2.

Hybrid Multi-Task Learning Framework Based on Constrained Bi-Level Gradient Optimization for Mechanical Fault Diagnosis

Number of pages: 21 Posted: 07 Jun 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 and affiliation not provided to SSRN
Downloads 77 (823,616)

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Multi-task learning, Intelligent fault diagnosis, Multi-objective optimization, Gradient descent

3.

Fault Diagnosis of Electromechanical Systems Under Coupled Fault Characteristics Based on Digital Twin-Integrated Multi-Task Graph Neural Network

Number of pages: 25 Posted: 07 Apr 2025
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 (1,263,436)

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intelligent fault diagnosis, Digital Twin, graph neural network, multitask learning, electromechanical system

4.

Prognostics and Health Management-Bench: A Domain-Specific Benchmarking Framework for Systematic Evaluation of Large Models in Prognostics and Health Management

Number of pages: 57 Posted: 07 Sep 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, 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 27 (1,359,097)

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Prognostics and Health Management, Large language model, domain-specific evaluation, Benchmarking Framework, Multi-Dimensional Evaluation Metrics

5.

Imbalanced Fault Diagnosis of Electromechanical Systems Under Unseen Operating Conditions: A Heterogeneous Domain Generalization Framework Combining Digital Twin Knowledge and Data

Number of pages: 30 Posted: 13 May 2025
Xuanyuan Su, Kaixin Jin, Yongzhe Ma, Chen Lu and Laifa Tao
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 24 (1,399,036)

Abstract:

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intelligent fault diagnosis, digital twin, heterogeneous domain generalization, Imbalanced data, electromechanical system.