Dr Zepeng Liu
| Lifelong Monitoring of Bearing-Rotor Systems over Whole Life Cycle: An Emerging Paradigm | 2025 |
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Dr Zepeng Liu
| Machinery fault diagnosis-oriented regularization for nonlinear system identification: Framework and applications | 2025 |
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Dr Zepeng Liu
| A Nonlinear AutoRegressive-based Noise Cancellation Method for Real-time Fault Diagnosis of Rolling Bearings | 2024 |
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Dr Zepeng Liu
| Digital twin-based anomaly detection for real-time tool condition monitoring in machining | 2024 |
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Dr Zepeng Liu
| Fast evaluation of generalized associated linear equations (GALEs) for nonlinear systems characterization and compensation | 2024 |
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Dr Zepeng Liu
| Local regularization assisted split augmented Lagrangian shrinkage algorithm for feature selection in condition monitoring | 2024 |
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Dr Zepeng Liu
| On-line condition monitoring for rotor systems based on nonlinear data-driven modelling and model frequency analysis | 2024 |
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Dr Zepeng Liu
| TabNet: Locally Interpretable Estimation and Prediction for Advanced Proton Exchange Membrane Fuel Cell Health Management | 2024 |
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Dr Zepeng Liu
| Vibration Signal-based Tool Condition Monitoring Using Regularized Sensor Data Modelling and Model Frequency Analysis | 2024 |
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Dr Zepeng Liu
| A novel nonlinear spectrum estimation method and its application in on-line condition assessment of bearing-rotor system | 2023 |
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Dr Zepeng Liu
| Real-Time Remaining Useful Life Prediction of Cutting Tools Using Sparse Augmented Lagrangian Analysis and Gaussian Process Regression | 2023 |
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Dr Zepeng Liu
| Sensor Data Modeling and Model Frequency Analysis for Detecting Cutting Tool Anomalies in Machining | 2023 |
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Dr Zepeng Liu
| Tool Condition Monitoring Based on Nonlinear Output Frequency Response Functions and Multivariate Control Chart | 2023 |
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Dr Zepeng Liu
| Unsupervised detection of tool breakage: A novel approach based on time and sensor domain data analysis | 2023 |
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Dr Zepeng Liu
| Online rotor systems condition monitoring using nonlinear output frequency response functions under harmonic excitations | 2022 |
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Dr Zepeng Liu
| Remaining Useful Life Estimation of Cutting Tools Using Bayesian Augmented Lagrangian Algorithm | 2022 |
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Dr Zepeng Liu
| Time-sensor domain data decomposition and analysis for fault diagnosis of cutting tools | 2022 |
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Dr Zepeng Liu
| Wavelet Package Energy Transmissibility Function and Its Application to Wind Turbine Blade Fault Detection | 2022 |
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Dr Zepeng Liu
| Wind turbine blade bearing fault detection with Bayesian and Adaptive Kalman Augmented Lagrangian Algorithm | 2022 |
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Dr Zepeng Liu
| Acoustic Emission Analysis for Wind Turbine Blade Bearing Fault Detection Under Time-Varying Low-Speed and Heavy Blade Load Conditions | 2021 |
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Dr Zepeng Liu
| Wind Turbine Blade Bearing Fault Detection and Diagnosis Using Vibration and Acoustic Emission Signal Analysis [PhD thesis] | 2021 |
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