彭义兵｜华中科技大学｜学者主页

2026

Hybrid Attention-Augmented Deep Reinforcement Learning for Intelligent Machining Process Route Planning

Ruizhe Wang, Minrui Wang, Zi-Yan Du, Xiaochuan Dong, Yibing Peng

Machines

DOI

2026

EAGNet: A graph neural network architecture for machining feature recognition

Minrui Wang, Genglong Yang, Zi-Yan Du, Ruizhe Wang, Yibing Peng

The International Journal of Advanced Manufacturing Technology

DOI

2026

Topo-Geom DualGNN: A Dual-Graph Fusion Network for Machining Feature Recognition

Minrui Wang, Ruizhe Wang, Zi-Yan Du, Xiaochuan Dong, Yibing Peng

Machines

DOI

2026

MRAG: multi-relation attributed graph contrastive learning for few-shot machining feature recognition

Zi-Yan Du, Minrui Wang, Ruizhe Wang, Yibing Peng

Journal of Intelligent Manufacturing

DOI

2025

A novel approach to part process route generation based on graph neural network encoding

Lijun Zhang, Xuesong Wang, Hongjin Wu, Yibing Peng

International Journal Of Computer Integrated Manufacturing

DOI

2024

A knowledge-guided process planning approach with reinforcement learning

Li-Jun Zhang, Hongjin Wu, Yelin Chen, Xue-Song Wang, Yibing Peng

Journal of engineering design

DOI

2024

AAGNet: A graph neural network towards multi-task machining feature recognition

Hongjin Wu, Ruoshan Lei, Yibing Peng, Liang Gao

Robotics Comput. Integr. Manuf.

DOI

2023

基于数字孪生的工业机器人三维可视化监控

杜莹莹，罗映，彭义兵，刘璇，吴竟宁

《计算机集成制造系统》

DOI

2023

一种基于MBD的三维尺寸完备性审查方法

付超凡，陈卓宁，彭义兵，杨威

《组合机床与自动化加工技术》

2023

A Semi-Supervised Learning Framework for Machining Feature Recognition on Small Labeled Sample

Hongjin Wu, Ruoshan Lei, Pei-Zhi Huang, Yibing Peng

Applied Sciences

DOI

2022

PCBNet: A Lightweight Convolutional Neural Network for Defect Inspection in Surface Mount Technology

Hongjin Wu, Ruoshan Lei, Yibing Peng

IEEE Transactions on Instrumentation and Measurement

DOI

2022

MFPointNet: A Point Cloud-Based Neural Network Using Selective Downsampling Layer for Machining Feature Recognition

Ruoshan Lei, Hongjin Wu, Yibing Peng

Machines

DOI

2022

Manufacturing Feature Recognition Method Based on Subgraph Decomposition

Jing Wu, Ruoshan Lei, Yibing Peng

2022 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML)

DOI

2022

A Precise Convolutional Neural Network-based Classification and Pose Prediction Method for PCB Component Quality Control

Ruoshan Lei, Dongpeng Yan, Hongjin Wu, Yibing Peng

European Conference on Artificial Intelligence

DOI

2021

机电一体化系统建模、仿真与控制

彭义兵

《华中科技大学出版社》

2021

Industrial Robot Digital Twin System Motion Simulation and Collision Detection

Yingying Du, Ying Luo, Yibing Peng, YangQuan Chen

2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI)

DOI

2020

一种三维几何公差标注信息审查方法

付超凡，彭义兵

《组合机床与自动化加工技术》

2018

基于UGCAM的机加工工艺过程仿真技术研究与实现

王茂青，彭义兵，徐同明

《现代制造工程》

2017

一种工序模型自动生成方法

徐同明，彭义兵，李少阳，李建勋

《现代制造工程》

2016

基于3DCAPP系统的三维通用夹具库系统研究与实现

刘斌，李少阳，郑宇，彭义兵

《制造业自动化》

2014

开目3DCAPP三维装配工艺设计基础教程

彭义兵

《机械工业出版社》

2008

基于关联矩阵与设计结构矩阵的计算模型求解顺序规划

唐敦兵，彭义兵，刘政伟

《机械工程学报》

2006

CAPP深化应用存在的问题及发展趋势

彭义兵，马辉民，陈万领

《智能制造》

2004

探讨参数化CAPP的应用价值

彭义兵，詹红斌，陈万领

《机械设计与制造工程》

2003

三维CAD图形信息提取方法的研究与实践

彭义兵，赵强，陈万领

《智能制造》

2003

PDM与ERP集成的3种方法

彭义兵

《机械设计与制造工程》

2003

中山大洋电机CAPP/BOM/PDM的规划与实施

彭义兵，鲁楚平，毕荣华

《机械设计与制造工程》

1999

企业信息集成的核心系统——PDM

彭义兵，陈万领，冯劲松，陈卓宁

《机械制造》

彭义兵

精选作品

期刊论文

Hybrid Attention-Augmented Deep Reinforcement Learning for Intelligent Machining Process Route Planning

EAGNet: A graph neural network architecture for machining feature recognition

Topo-Geom DualGNN: A Dual-Graph Fusion Network for Machining Feature Recognition

MRAG: multi-relation attributed graph contrastive learning for few-shot machining feature recognition

A novel approach to part process route generation based on graph neural network encoding

A knowledge-guided process planning approach with reinforcement learning

AAGNet: A graph neural network towards multi-task machining feature recognition

基于数字孪生的工业机器人三维可视化监控

一种基于MBD的三维尺寸完备性审查方法

A Semi-Supervised Learning Framework for Machining Feature Recognition on Small Labeled Sample

PCBNet: A Lightweight Convolutional Neural Network for Defect Inspection in Surface Mount Technology

MFPointNet: A Point Cloud-Based Neural Network Using Selective Downsampling Layer for Machining Feature Recognition

Manufacturing Feature Recognition Method Based on Subgraph Decomposition

A Precise Convolutional Neural Network-based Classification and Pose Prediction Method for PCB Component Quality Control

机电一体化系统建模、仿真与控制

Industrial Robot Digital Twin System Motion Simulation and Collision Detection

一种三维几何公差标注信息审查方法

基于UGCAM的机加工工艺过程仿真技术研究与实现

一种工序模型自动生成方法

基于3DCAPP系统的三维通用夹具库系统研究与实现

开目3DCAPP三维装配工艺设计基础教程

基于关联矩阵与设计结构矩阵的计算模型求解顺序规划

CAPP深化应用存在的问题及发展趋势

探讨参数化CAPP的应用价值

三维CAD图形信息提取方法的研究与实践

PDM与ERP集成的3种方法

中山大洋电机CAPP/BOM/PDM的规划与实施

企业信息集成的核心系统——PDM

研究方向

精选作品

期刊论文

Hybrid Attention-Augmented Deep Reinforcement Learning for Intelligent Machining Process Route Planning

EAGNet: A graph neural network architecture for machining feature recognition

Topo-Geom DualGNN: A Dual-Graph Fusion Network for Machining Feature Recognition

MRAG: multi-relation attributed graph contrastive learning for few-shot machining feature recognition

A novel approach to part process route generation based on graph neural network encoding

A knowledge-guided process planning approach with reinforcement learning

AAGNet: A graph neural network towards multi-task machining feature recognition

基于数字孪生的工业机器人三维可视化监控

一种基于MBD的三维尺寸完备性审查方法

A Semi-Supervised Learning Framework for Machining Feature Recognition on Small Labeled Sample

PCBNet: A Lightweight Convolutional Neural Network for Defect Inspection in Surface Mount Technology

MFPointNet: A Point Cloud-Based Neural Network Using Selective Downsampling Layer for Machining Feature Recognition

Manufacturing Feature Recognition Method Based on Subgraph Decomposition

A Precise Convolutional Neural Network-based Classification and Pose Prediction Method for PCB Component Quality Control

机电一体化系统 建模、仿真与控制

Industrial Robot Digital Twin System Motion Simulation and Collision Detection

一种三维几何公差标注信息审查方法

基于UGCAM的机加工工艺过程仿真技术研究与实现

一种工序模型自动生成方法

基于3DCAPP系统的三维通用夹具库系统研究与实现

开目3DCAPP三维装配工艺设计基础教程

基于关联矩阵与设计结构矩阵的计算模型求解顺序规划

CAPP深化应用存在的问题及发展趋势

探讨参数化CAPP的应用价值

三维CAD图形信息提取方法的研究与实践

PDM与ERP集成的3种方法

中山大洋电机CAPP/BOM/PDM的规划与实施

企业信息集成的核心系统——PDM

研究方向

机电一体化系统建模、仿真与控制