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Hongbo Ma

The two-stage RUL prediction across operation conditions using deep transfer learning and insufficient degradation data
2022 · Han Cheng, Xianguang Kong, et al. · Reliability Engineering & System Safety · 89
A multi-ensemble method based on deep auto-encoders for fault diagnosis of rolling bearings
2019 · Xianguang Kong, Gang Mao, et al. · Measurement · 86
Deep transfer learning based on dynamic domain adaptation for remaining useful life prediction under different working conditions
2021 · Han Cheng, Xianguang Kong, et al. · Journal of Intelligent Manufacturing · 82
Rising groundwater table due to restoration projects amplifies earthquake induced liquefaction risk in Beijing
2025 · Yuan Li, Rui Wang, et al. · Nature Communications · 72
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Dual disentanglement domain generalization method for rotating Machinery fault diagnosis
2025 · Guowei Zhang, Xianguang Kong, et al. · Mechanical Systems and Signal Processing · 62
A method for rapidly evaluating reliability and predicting remaining useful life using two-dimensional convolutional neural network with signal conversion
2019 · Qibin Wang, Bo Zhao, et al. · Journal of Mechanical Science and Technology · 60
Remaining useful life prediction combined dynamic model with transfer learning under insufficient degradation data
2023 · Han Cheng, Xianguang Kong, et al. · Reliability Engineering & System Safety · 59
Single domain generalization method based on anti-causal learning for rotating machinery fault diagnosis
2024 · Guowei Zhang, Xianguang Kong, et al. · Reliability Engineering & System Safety · 51
Multi-source partial domain adaptation method based on pseudo-balanced target domain for fault diagnosis
2023 · Guowei Zhang, Xianguang Kong, et al. · Knowledge-Based Systems · 44
Causality-inspired multi-source domain generalization method for intelligent fault diagnosis under unknown operating conditions
2024 · Hongbo Ma, Jiacheng Wei, et al. · Reliability Engineering & System Safety · 43
Domain knowledge guided pseudo-label generation framework for semi-supervised domain generalization fault diagnosis
2025 · Jiacheng Wei, Qibin Wang, et al. · Advanced Engineering Informatics · 30
Adaptive multispace adjustable sparse filtering: A sparse feature learning method for intelligent fault diagnosis of rotating machinery
2023 · Guowei Zhang, Xianguang Kong, et al. · Engineering Applications of Artificial Intelligence · 26
A High Generalizable Feature Extraction Method Using Ensemble Learning and Deep Auto-Encoders for Operational Reliability Assessment of Bearings
2019 · Xianguang Kong, Yang Fu, et al. · Neural Processing Letters · 18
A distributed dynamic mesh model of a helical gear pair with tooth profile errors
2018 · Qi-bin Wang, Hong-bo Ma, et al. · Journal of Central South University · 18
Heterogeneous Federated Learning: Client-Side Collaborative Update Interdomain Generalization Method for Intelligent Fault Diagnosis
2024 · Hongbo Ma, Jiacheng Wei, et al. · IEEE Internet of Things Journal · 14
An equipment multiple failure causes intelligent identification method based on integrated strategy for subway sliding plug door system under variable working condition
2022 · Jing Guo, Gaige Chen, et al. · Measurement Science and Technology · 11
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EEG assessment of artificial intelligence-generated content impact on student creative performance and neurophysiological states in product design
2025 · Shuxin Wang, Xin Tao, et al. · Frontiers in Psychology · 10
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Time-varying mesh stiffness analysis of a single-roller enveloping hourglass worm gear
2018 · Qibin Wang, Bo Zhao, et al. · Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science · 10
Federated Domain Generalization for Fault Diagnosis: Cross-Client Style Integration and Dual Alignment Representation
2025 · Yu Wang, Guowei Zhang, et al. · IEEE Internet of Things Journal · 9
Fault severity identification of planetary gearbox based on refined composite multiscale diversity entropy
2024 · Gaige Chen, Taiwu Lu, et al. · Transactions of the Institute of Measurement and Control · 8
A simulating method of moisture continuous diffusion under changing temperatures and analysis of moisture-induced stresses covering moisture desorption and reflow processes for the QFN
2021 · Xinghua Shi, Yuanying Qiu, et al. · Microelectronics Reliability · 8
SRM Design Based on the Sequence Subspace Multi-Objective Optimization
2018 · Ma Hongbo, Li Hongmei, et al. · International Conference on Electrical Machines and Systems (ICEMS) · 6
A Remaining Useful Life Prediction Method for Insulated-Gate Bipolar Transistor Based on Deep Fusion of Nonlinear Features From Multisource Data
2024 · Gaige Chen, Xiaoyu Hao, et al. · IEEE Sensors Journal · 5
An enhanced perception health state assessment method for subway sliding plug door transmission system
2024 · Gaige Chen, Yudong Yang, et al. · Measurement Science and Technology · 5
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The Thermal–Structural Analysis of a Pin Under High Accelerated Stress Screening Test
2019 · Hongbo Ma, Shengkang Yang, et al. · IEEE Transactions on Components Packaging and Manufacturing Technology · 5
Works count: 53
Citation count: 861
H-index: 14
I10-index: 18
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