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Chengying Zhao

A Double-Channel Hybrid Deep Neural Network Based on CNN and BiLSTM for Remaining Useful Life Prediction
2020 · Chengying Zhao, Xianzhen Huang, et al. · Sensors · 124
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Gear pitting fault diagnosis with mixed operating conditions based on adaptive 1D separable convolution with residual connection
2020 · Xueyi Li, Jialin Li, et al. · Mechanical Systems and Signal Processing · 115
Wiener-based remaining useful life prediction of rolling bearings using improved Kalman filtering and adaptive modification
2021 · Yuxiong Li, Xianzhen Huang, et al. · Measurement · 104
A wiener-based remaining useful life prediction method with multiple degradation patterns
2023 · Yuxiong Li, Xianzhen Huang, et al. · Advanced Engineering Informatics · 64
A Novel Cap-LSTM Model for Remaining Useful Life Prediction
2021 · Chengying Zhao, Xianzhen Huang, et al. · IEEE Sensors Journal · 63
Online monitoring model of micro-milling force incorporating tool wear prediction process
2023 · Pengfei Ding, Xianzhen Huang, et al. · Expert Systems with Applications · 47
A novel remaining useful life prediction method based on gated attention mechanism capsule neural network
2021 · Chengying Zhao, Xianzhen Huang, et al. · Measurement · 39
A novel remaining useful life prediction method based on multi-support vector regression fusion and adaptive weight updating
2022 · Yuxiong Li, Xianzhen Huang, et al. · ISA Transactions · 32
Sample-imbalanced wafer map defects classification based on auxiliary classifier denoising diffusion probability model
2024 · Jialin Li, Ran Tao, et al. · Computers & Industrial Engineering · 28
A new domain adaption residual separable convolutional neural network model for cross-domain remaining useful life prediction
2023 · Chengying Zhao, Xianzhen Huang, et al. · ISA Transactions · 25
Real-time reliability analysis of micro-milling processes considering the effects of tool wear
2023 · Pengfei Ding, Xianzhen Huang, et al. · Mechanical Systems and Signal Processing · 25
A multiple conditions dual inputs attention network remaining useful life prediction method
2024 · Chengying Zhao, Huaitao Shi, et al. · Engineering Applications of Artificial Intelligence · 24
Early Gear Pitting Fault Diagnosis Based on Bi-directional LSTM
2019 · Xueyi Li, Jialin Li, et al. · Prognostics and System Health Management Conference · 19
Cutting tool remaining useful life prediction based on robust empirical mode decomposition and Capsule-BiLSTM network
2023 · Liangshi Sun, Chengying Zhao, et al. · Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science · 18
A novel bootstrap ensemble learning convolutional simple recurrent unit method for remaining useful life interval prediction of turbofan engines
2022 · Chengying Zhao, Xianzhen Huang, et al. · Measurement Science and Technology · 17
Prediction of remaining fatigue life of metal specimens using data-driven method based on acoustic emission signal
2023 · Jialin Li, Xuan Cao, et al. · Applied Acoustics · 16
Data-driven modeling for the dynamic behavior of nonlinear vibratory systems
2023 · Huizhen Liu, Chengying Zhao, et al. · Nonlinear Dynamics · 16
Stochastic configuration network for structural reliability analysis
2022 · Shangjie Li, Xianzhen Huang, et al. · Mechanics of Advanced Materials and Structures · 16
Stochastic fractal search-optimized multi-support vector regression for remaining useful life prediction of bearings
2021 · Yuxiong Li, Xianzhen Huang, et al. · Journal of the Brazilian Society of Mechanical Sciences and Engineering · 12
MFAformer: A novel framework for milling chatter detection via multi-source signal fusion
2025 · Liangshi Sun, Xianzhen Huang, et al. · Mechanical Systems and Signal Processing · 10
Trend-guided deep physics-informed transfer learning method for remaining useful life prediction of rolling bearings across machines
2025 · Yuanhang Fang, Huaitao Shi, et al. · Reliability Engineering & System Safety · 9
A fatigue life prediction method based on multi-signal fusion deep attention residual convolutional neural network
2025 · Chengying Zhao, Jiajun Wang, et al. · Applied Acoustics · 9
Real-time control parameter update and stochastic tool wear monitoring framework for nonlinear micro-milling process
2025 · Pengfei Ding, Zhijie Liu, et al. · Precision Engineering · 8
A method for discontinuous data repair and precise health monitoring of rolling bearings integrating particle filtering and digital twin
2026 · Huaitao Shi, Yiqiang Li, et al. · Mechanical Systems and Signal Processing · 6
An Adaptive Deconvolution Method with Improve Enhanced Envelope Spectrum and Its Application for Bearing Fault Feature Extraction
2024 · Fengxia He, Chuansheng Zheng, et al. · Sensors · 6
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Works count: 47
Citation count: 882
H-index: 16
I10-index: 20
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