刘泽鹏｜同济大学｜学者主页

2026

基于CFD的封闭舱内气流组织非线性规律研究

刘泽鹏，朱平，陶建洲，吕子龙

《舰船科学技术》

2026

LoRM: Learning the Language of Rotating Machinery for Self-Supervised Condition Monitoring

Xiao-Yu Qin, Xing-Yi Song, Tongliao Liu, Hatim Laalej, Zepeng Liu, Yun-Peng Zhu, Li-Gang He

arXiv.org

DOI

2026

Integration of acoustic emission and dynamometer systems for tool condition monitoring in micro-machining brittle materials

Lukman Abu, Dehong Huo, Zepeng Liu

The International Journal of Advanced Manufacturing Technology

DOI

2025

Gamma-深度高斯过程耦合建模的多层聚合物铝电容动态可靠性评估

陶建洲，朱平，刘泽鹏，吕子龙

《电子元件与材料》

DOI

2025

A Rolling Bearing Fault Diagnosis Method Based on Wild Horse Optimizer-Enhanced VMD and Improved GoogLeNet

Xiao-Liang He, Feng Zhao, Nian-Yun Song, Zepeng Liu, Libing Cao

Italian National Conference on Sensors

DOI

2025

Uncertainties of Data-Driven Models: Theory and Application to Condition Monitoring

Yun-Peng Zhu, Zepeng Liu, Z. Lang, Hatim Laalej

IEEE Transactions on Instrumentation and Measurement

DOI

2025

Lifelong Monitoring of Bearing-Rotor Systems Over Whole Life Cycle: An Emerging Paradigm

Yu-Lai Zhao, Tong Liu, Yun-Peng Zhu, Zepeng Liu, Qingkai Han, Hui Ma

IEEE Transactions on Industrial Informatics

DOI

2024

Digital twin-based anomaly detection for real-time tool condition monitoring in machining

Zepeng Liu, Zi-Qiang Lang, Yufei Gui, Yun-Peng Zhu, Hatim Laalej

Journal Of Manufacturing Systems，Vol. 750

DOI

2024

A Nonlinear AutoRegressive-Based Noise Cancellation Method for Real-Time Fault Diagnosis of Rolling Bearings

Zepeng Liu

IEEE Transactions on Instrumentation and Measurement

DOI

2024

Vibration Signal-Based Tool Condition Monitoring Using Regularized Sensor Data Modeling and Model Frequency Analysis

Zepeng Liu, Z. Lang, Yufei Gui, Yun-Peng Zhu, Hatim Laalej, David Curtis

IEEE Transactions on Instrumentation and Measurement

DOI

2024

On-line condition monitoring for rotor systems based on nonlinear data-driven modelling and model frequency analysis

Yu-Lai Zhao, Zepeng Liu, Hongxu Zhang, Qingkai Han, Yang Liu, Xuefei Wang

Nonlinear dynamics

DOI

2024

Local regularization assisted split augmented Lagrangian shrinkage algorithm for feature selection in condition monitoring

Yufei Gui, Xiaoquan Tang, Zepeng Liu

Control Engineering Practice

DOI

2023

Tool Condition Monitoring Based on Nonlinear Output Frequency Response Functions and Multivariate Control Chart

Yufei Gui, Z. Lang, Zepeng Liu, Hatim Laalej

Journal of Dynamics Monitoring and Diagnostics

DOI

2023

Sensor Data Modeling and Model Frequency Analysis for Detecting Cutting Tool Anomalies in Machining

Zepeng Liu, Z. Lang, Yung‐Peng Zhu, Yufei Gui, H. Laalej, J. Stammers

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2023

Unsupervised Detection of Tool Breakage: A Novel Approach Based on Time and Sensor Domain Data Analysis

Yufei Gui, Z. Lang, Zepeng Liu, Yunpeng Zhu, H. Laalej, David Curtis

IEEE Transactions on Instrumentation and Measurement

DOI

2023

Fast evaluation of generalized associated linear equations (GALEs) for nonlinear systems characterization and compensation

Yun-Peng Zhu, Zepeng Liu, Wenbo Zhang, Bo Zhang

Journal of the Franklin Institute

DOI

2022

Real-Time Remaining Useful Life Prediction of Cutting Tools Using Sparse Augmented Lagrangian Analysis and Gaussian Process Regression

Xiao-qiong Qin, Weizhi Huang, Xuefei Wang, Zezhi Tang, Zepeng Liu

Italian National Conference on Sensors

DOI

2022

Time-Sensor Domain Data Decomposition and Analysis for Fault Diagnosis of Cutting Tools

Yufei Gui, Z. Lang, Zepeng Liu, Yunpeng Zhu, H. Laalej

International Conference on Control, Automation, Robotics and Vision

DOI

刘泽鹏

精选作品

期刊论文

基于CFD的封闭舱内气流组织非线性规律研究

LoRM: Learning the Language of Rotating Machinery for Self-Supervised Condition Monitoring

Integration of acoustic emission and dynamometer systems for tool condition monitoring in micro-machining brittle materials

Gamma-深度高斯过程耦合建模的多层聚合物铝电容动态可靠性评估

A Rolling Bearing Fault Diagnosis Method Based on Wild Horse Optimizer-Enhanced VMD and Improved GoogLeNet

Uncertainties of Data-Driven Models: Theory and Application to Condition Monitoring

Lifelong Monitoring of Bearing-Rotor Systems Over Whole Life Cycle: An Emerging Paradigm

Digital twin-based anomaly detection for real-time tool condition monitoring in machining

A Nonlinear AutoRegressive-Based Noise Cancellation Method for Real-Time Fault Diagnosis of Rolling Bearings

Vibration Signal-Based Tool Condition Monitoring Using Regularized Sensor Data Modeling and Model Frequency Analysis

On-line condition monitoring for rotor systems based on nonlinear data-driven modelling and model frequency analysis

Local regularization assisted split augmented Lagrangian shrinkage algorithm for feature selection in condition monitoring

Tool Condition Monitoring Based on Nonlinear Output Frequency Response Functions and Multivariate Control Chart

Sensor Data Modeling and Model Frequency Analysis for Detecting Cutting Tool Anomalies in Machining

Unsupervised Detection of Tool Breakage: A Novel Approach Based on Time and Sensor Domain Data Analysis

Fast evaluation of generalized associated linear equations (GALEs) for nonlinear systems characterization and compensation

Real-Time Remaining Useful Life Prediction of Cutting Tools Using Sparse Augmented Lagrangian Analysis and Gaussian Process Regression

Time-Sensor Domain Data Decomposition and Analysis for Fault Diagnosis of Cutting Tools

研究方向