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Xuanyuan Su

An end-to-end framework for remaining useful life prediction of rolling bearing based on feature pre-extraction mechanism and deep adaptive transformer model
2021 · Xuanyuan Su, Hongmei Liu, et al. · Computers & Industrial Engineering · 118
Real-time hierarchical risk assessment for UAVs based on recurrent fusion autoencoder and dynamic FCE: A hybrid framework
2021 · Xuanyuan Su, Laifa Tao, et al. · Applied Soft Computing · 18
Research of Preventive Maintenance Plans for Wind Power Equipment Based on Maintenance Knowledge Fusion Large Model
2024 · Laifa Tao, Shangyu Li, et al. · IFAC-PapersOnLine · 14
DeFIANT: A degradation-aware large model paradigm for generalizable RUL prediction
2025 · Laifa Tao, Zhengduo Zhao, et al. · Mechanical Systems and Signal Processing · 9
TF Entropy and RFE Based Diagnosis for Centrifugal Pumps Subject to the Limitation of Failure Samples
2020 · Xuanyuan Su, Hongmei Liu, et al. · Applied Sciences · 6
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Prognostics and Health Management-Bench: A Domain-Specific Benchmarking Framework for Systematic Evaluation of Large Models in Prognostics and Health Management
2025 · Puyu Yang, Laifa Tao, et al. · SSRN Electronic Journal · 5
Associated Fault Diagnosis of Power Supply Systems Based on Graph Matching: A Knowledge and Data Fusion Approach
2022 · Laifa Tao, Haifei Liu, et al. · Mathematics · 5
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Large language model guided multi-objective reward optimization for maintenance decision-making
2026 · Qixuan Huang, Laifa Tao, et al. · Expert Systems with Applications · 1
Case-driven fault diagnosis with advanced hallucination mitigation in large language models: A way towards practical applications
2026 · Haifei Liu, Laifa Tao, et al. · Chinese Journal of Mechanical Engineering · 1
Fault diagnosis of electromechanical systems under coupled fault characteristics based on digital twin-integrated multi-task graph neural network
2025 · Laifa Tao, Kaixin Jin, et al. · Advanced Engineering Informatics · 1
Collaborative Multitask Learning Framework Based on Constrained Bi-Level Gradient Optimization for Mechanical Fault Diagnosis
2025 · Xuanyuan Su, Yongzhe Ma, et al. · IEEE Transactions on Instrumentation and Measurement · 1
Fault Diagnosis of Hydraulic Systems with Missing Data Based on FGCN: A Data Augmentation Approach
2023 · Zhengduo Zhao, Liang Ma, et al. · Lecture notes in electrical engineering · 1
A data-driven FCE method for UAV condition risk assessment based on feature engineering and variable weight coefficients
2020 · Xuanyuan Su, Laifa Tao, et al. · International Conference on Unmanned Aircraft Systems (ICUAS) · 1
Dual-dimensional adaptive sequential learning: Enhanced fault diagnosis under multivariate data missing
2026 · Laifa Tao, Haifei Liu, et al. · Journal of Mechanical Science and Technology
Imbalanced fault diagnosis of electromechanical systems under unseen operating conditions: a heterogeneous domain generalization framework combining digital twin knowledge and data
2026 · Xuanyuan Su, Kaixin Jin, et al. · Engineering Applications of Artificial Intelligence
A Multi-Agent Collaborative Model for Directed Multi-Modal Knowledge Integration and Fault Diagnosis Code Generation
2025 · Zhixuan Lian, Qixuan Huang, et al. · SSRN Electronic Journal
Digital twin enhanced multitask learning framework for fault diagnosis of electromechanical coupling system
2024 · Xuanyuan Su, Jiayue Fang, et al. · International Conference on Reliability, Maintainability and Safety
Hybrid Multi-Task Learning Framework Based on Constrained Bi-Level Gradient Optimization for Mechanical Fault Diagnosis
2022 · Laifa Tao, Xuanyuan Su, et al. · SSRN Electronic Journal
Works count: 19
Citation count: 184
H-index: 5
I10-index: 3
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