Bin Yang

31 papers C 1Journal 28Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dynamic vision-based machinery intelligent fault diagnosis with robustness on camera positions.
Eng. Appl. Artif. Intell.
Xiang Li, Peng Yu, Bin Yang, Yaguo Lei, Naipeng Li, Ke Feng
2026 J jnl
Graph Continual Learning Network: An Incremental Intelligent Diagnosis Method of Machines for New Fault Detection.
IEEE Trans Autom. Sci. Eng.
Shuhui Wang, Yaguo Lei, Na Lu, Bin Yang, Xiang Li, Naipeng Li
2026 J jnl
Multimodal data-enabled large model for machine fault diagnosis towards intelligent operation and maintenance.
J. Ind. Inf. Integr.
Shupeng Yu, Xiang Li, Yaguo Lei, Bin Yang, Naipeng Li, Ke Feng
2026 J jnl
Neuromorphic computing-enabled multimodal data fusion for intelligent machine fault diagnosis.
J. Ind. Inf. Integr.
Xinrui Chen, Xiang Li, Yaguo Lei, Bin Yang, Naipeng Li, Ke Feng
2025 J jnl
A framework for modeling and optimization of mechanical equipment considering maintenance cost and dynamic reliability via deep reinforcement learning.
Reliab. Eng. Syst. Saf.
Jianhui Yuan, Yaguo Lei, Naipeng Li, Bin Yang, Xiang Li, Zexun Chen, Wei Han
2025 J jnl
Balance recovery and collaborative adaptation approach for federated fault diagnosis of inconsistent machine groups.
Knowl. Based Syst.
Bin Yang, Yaguo Lei, Naipeng Li, Xiang Li, Xiaosheng Si, Chuanhai Chen
2025 J jnl
Domain weighted distribution adaptation network: a novel remaining useful life prediction framework for machinery targeting time-varying operation conditions.
Adv. Eng. Informatics
Xiaofei Liu, Yaguo Lei, Naipeng Li, Bin Yang, Ke Feng, Yue Shu
2025 J jnl
Dynamic Vision-Enabled Intelligent Micro-Vibration Estimation Method with Spatiotemporal Pattern Consistency.
IEEE CAA J. Autom. Sinica
Shupeng Yu, Xiang Li, Yaguo Lei, Bin Yang, Naipeng Li
2025 J jnl
Dynamic vision-based machine vibration sensing and fault diagnosis with signal alignment and feature clustering.
Eng. Appl. Artif. Intell.
Ruiyi Guang, Xia Li, Yaguo Lei, Bin Yang, Naipeng Li
2025 J jnl
Label self-correction intelligent diagnosis method and embedded system for axle box bearings of high-speed trains with noisy labels.
Neurocomputing
Yaning Li, Yang Gao, Bin Yang, Yaguo Lei, Xiang Li, Yue Shu, Ke Feng
2025 J jnl
Multimodal Correlation-Aware Fusion Framework for Enhanced Machinery Health Prognosis With Unlabeled and Low-Quality Data Exploitation.
IEEE Trans. Neural Networks Learn. Syst.
Yuan Wang, Yaguo Lei, Naipeng Li, Xiang Li, Bin Yang
2025 J jnl
Remaining useful life prediction of lithium-ion battery with nonparametric degradation modeling and incomplete data.
Reliab. Eng. Syst. Saf.
Naipeng Li, Mingyang Wang, Yaguo Lei, Bin Yang, Xiang Li, Xiaosheng Si
2025 J jnl
Self-Data-Driven Intelligent Fault Diagnosis of Gearboxes With Sparse Group Lasso.
IEEE Trans. Instrum. Meas.
Naipeng Li, Xinyu Li, Xiaofei Liu, Xiang Li, Bin Yang, Yaguo Lei
2024 J jnl
A nonparametric degradation modeling method for remaining useful life prediction with fragment data.
Reliab. Eng. Syst. Saf.
Naipeng Li, Mingyang Wang, Yaguo Lei, Xiaosheng Si, Bin Yang, Xiang Li
2024 J jnl
An Optimal-Subdomain Generalization Method for Remaining Useful Life Prediction of Machinery Under Time-Varying Operation Conditions.
IEEE Trans. Ind. Informatics
Xiaofei Liu, Yaguo Lei, Naipeng Li, Xiang Li, Bin Yang
2024 J jnl
Dynamic Vision Enabled Contactless Cross-Domain Machine Fault Diagnosis with Neuromorphic Computing.
IEEE CAA J. Autom. Sinica
Xinrui Chen, Xiang Li, Shupeng Yu, Yaguo Lei, Naipeng Li, Bin Yang
2024 J jnl
Dynamic Vision-Based Machinery Fault Diagnosis with Cross-Modality Feature Alignment.
IEEE CAA J. Autom. Sinica
Xiang Li, Shupeng Yu, Yaguo Lei, Naipeng Li, Bin Yang
2024 J jnl
Intelligent Machinery Fault Diagnosis With Event-Based Camera.
IEEE Trans. Ind. Informatics
Xiang Li, Shupeng Yu, Yaguo Lei, Naipeng Li, Bin Yang
2024 J jnl
Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation.
IEEE CAA J. Autom. Sinica
Bin Yang, Yaguo Lei, Xiang Li, Naipeng Li, Asoke K. Nandi
2024 J jnl
Targeted transfer learning through distribution barycenter medium for intelligent fault diagnosis of machines with data decentralization.
Expert Syst. Appl.
Bin Yang, Yaguo Lei, Xiang Li, Naipeng Li
2023 — conf
A Robust Wavelet-integrated Residual Network for Fault Diagnosis of Machines with Adversarial Training.
AIM
Xiwei Li, Yaguo Lei, Xiang Li, Bin Yang
2023 J jnl
A graph neural network-based data cleaning method to prevent intelligent fault diagnosis from data contamination.
Eng. Appl. Artif. Intell.
Shuhui Wang, Yaguo Lei, Bin Yang, Xiang Li, Yue Shu, Na Lu
2023 J jnl
Deep Targeted Transfer Learning Along Designable Adaptation Trajectory for Fault Diagnosis Across Different Machines.
IEEE Trans. Ind. Electron.
Bin Yang, Yaguo Lei, Xiang Li, Clive Roberts
2023 C conf
Non-Contact Machine Vibration Sensing and Fault Diagnosis Method Based on Event Camera.
SAFEPROCESS
Ruiyi Guang, Xiang Li, Yaguo Lei, Naipeng Li, Bin Yang
2023 J jnl
Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks.
IEEE CAA J. Autom. Sinica
Xiang Li, Yixiao Xu, Naipeng Li, Bin Yang, Yaguo Lei
2022 J jnl
Adaptive Knowledge Transfer by Continual Weighted Updating of Filter Kernels for Few-Shot Fault Diagnosis of Machines.
IEEE Trans. Ind. Electron.
Saibo Xing, Yaguo Lei, Bin Yang, Na Lu
2022 J jnl
An Optimal Transport-Embedded Similarity Measure for Diagnostic Knowledge Transferability Analytics Across Machines.
IEEE Trans. Ind. Electron.
Bin Yang, Yaguo Lei, Songci Xu, Chi-Guhn Lee
2022 J jnl
Subdomain Adaptation Transfer Learning Network for Fault Diagnosis of Roller Bearings.
IEEE Trans. Ind. Electron.
Zhijian Wang, Xinxin He, Bin Yang, Naipeng Li
2020 J jnl
A Polynomial Kernel Induced Distance Metric to Improve Deep Transfer Learning for Fault Diagnosis of Machines.
IEEE Trans. Ind. Electron.
Bin Yang, Yaguo Lei, Feng Jia, Naipeng Li, Zhaojun Du
2019 J jnl
A Cooperation Analysis Method Using Internal and External Features for Mechanical and Electro-Hydraulic System.
IEEE Access
Lichen Gu, Bin Yang
2016 — conf
Analysis and on-line measurement method of kinetic energy stiffness for mechanical electro-hydraulic system.
URAI
Bin Yang, Lichen Gu