刘畅辉｜同济大学｜学者主页

2026

ESAL: An event series-active learning framework for efficient residual stress and flatness prediction in Direct Energy Deposition

Changhui Liu, Hui Li, Xiaojia Liu, Ruohan Qiu, Jiewu Leng, Qian Li, Qingcheng Yang, Qirong Tang

Journal of Manufacturing Processes

DOI

2025

基于机器视觉的金属双极板质量缺陷自动检测系统

刘畅辉，李鑫，杜详永，蒋成红，周振峰

《机床与液压》

2025

Multiple path alignment generative adversarial network for rotating Machinery fault diagnosis with limited data

Yange Wang, Zhiqiang Lu, Zhiwen Zhang, Changhui Liu, Jianbo Yu

Advanced Engineering Informatics

DOI

2025

Balanced Optimization of Dimensional Accuracy and Printing Efficiency in FDM Based on Data-Driven Modeling

Changhui Liu, Hao Li, Chunlong Yu, Liao Xueru, Liu Xiaojia, Sun Jianzhi, Qirong Tang, Min Yu

Additive Manufacturing Frontiers

DOI

2024

Development of Fixture Layout Optimization for Thin-Walled Parts: A Review

Changhui Liu, Jing Wang, Binghai Zhou, Jianbo Yu, Ying Zheng, Jianfeng Liu

Chinese Journal of Mechanical Engineering

DOI

2024

Optimization of Fixture Number in Large Thin-Walled Parts Assembly Based on IPSO

Changhui Liu, Jing Wang, Ying Zheng, Ke Jin, Jianbo Yu, Jianfeng Liu

Chinese Journal of Mechanical Engineering

DOI

2024

A flexible fixture system with integrated position optimization for large thin-walled component assembly

Changhui Liu, Ke Jin, Yixi Zhao, Xiaojia Liu, Jianzhi Sun, Xin Li, Qirong Tang

Robotics and Computer-Integrated Manufacturing

DOI

2024

Optimizing Fixture Layout for Compliant Part Assembly: A Kriging-Based Metaheuristic

Changhui Liu, Chunlong Yu, Jing Wang, Jianfeng Liu, Jianfeng Lu

IEEE Transactions on Automation Science and Engineering

DOI

2024

Fixture layout optimization for large thin-walled parts based on improved particle swarm optimization algorithm

Changhui Liu, Ying Zheng, Jing Wang, Ke Jin, Jianbo Yu, Jianfeng Liu

The International Journal of Advanced Manufacturing Technology

DOI

2023

Dynamic convolutional gated recurrent unit attention auto-encoder for feature learning and fault detection in dynamic industrial processes

Jianbo Yu, Shijin Li, Xing Liu, Yanfeng Gao, Shijin Wang, Changhui Liu

International Journal Of Production Research，Vol. 610, No. 21

DOI

2022

An integrated method for variation pattern recognition of BIW OCMM online measurement data

Changhui Liu, Kun Chen, Sun Jin, Yuan Qu, Jianbo Yu, Binghai Zhou

International Journal Of Production Research，Vol. 600, No. 6

DOI

2022

Fault Feature of Gearbox Vibration Signals Based on Morphological Filter Dynamic Convolution Autoencoder

Jianbo Yu, Jiahuan Huang, Changhui Liu, Beixin Xia

IEEE Sensors Journal

DOI

2020

Adaptive Densely Connected Convolutional Auto-Encoder-Based Feature Learning of Gearbox Vibration Signals

Mengqi Miao, Changhui Liu, Jianbo Yu

IEEE Transactions on Instrumentation and Measurement

DOI

2020

Constrained Oversampling: An Oversampling Approach to Reduce Noise Generation in Imbalanced Datasets With Class Overlapping

Changhui Liu, Sun Jin, Donghong Wang, Luo Zichao, Jianbo Yu, Binghai Zhou, Changlin Yang

IEEE Access

DOI

刘畅辉

精选作品

期刊论文

ESAL: An event series-active learning framework for efficient residual stress and flatness prediction in Direct Energy Deposition

基于机器视觉的金属双极板质量缺陷自动检测系统

Multiple path alignment generative adversarial network for rotating Machinery fault diagnosis with limited data

Balanced Optimization of Dimensional Accuracy and Printing Efficiency in FDM Based on Data-Driven Modeling

Development of Fixture Layout Optimization for Thin-Walled Parts: A Review

Optimization of Fixture Number in Large Thin-Walled Parts Assembly Based on IPSO

A flexible fixture system with integrated position optimization for large thin-walled component assembly

Optimizing Fixture Layout for Compliant Part Assembly: A Kriging-Based Metaheuristic

Fixture layout optimization for large thin-walled parts based on improved particle swarm optimization algorithm

Dynamic convolutional gated recurrent unit attention auto-encoder for feature learning and fault detection in dynamic industrial processes

An integrated method for variation pattern recognition of BIW OCMM online measurement data

Fault Feature of Gearbox Vibration Signals Based on Morphological Filter Dynamic Convolution Autoencoder

Adaptive Densely Connected Convolutional Auto-Encoder-Based Feature Learning of Gearbox Vibration Signals

Constrained Oversampling: An Oversampling Approach to Reduce Noise Generation in Imbalanced Datasets With Class Overlapping

研究方向