蔡红霞｜上海大学｜学者主页

2026

A State-Of-The-Art Review of Industrial Time Series Data Analysis: Methods and Applications

Li-Lan Liu, Yixiang Zhang, Yan-Ning Sun, Hongxia Cai, Chen Wang

ACM Computing Surveys

DOI

2025

A reconfigurable digital twin framework for plant factories: crop modeling, environmental anomaly detection, and system reconfiguration

Hongxia Cai, Jiaying Jiang, Cheng Wang, Shu-Zhen Yang, Wanhe Du

The International Journal of Advanced Manufacturing Technology

DOI

2024

An evolutionary knowledge transfer framework for solving workgroup reconfiguration problem in aircraft final assembly

Hongxia Cai, Qiucheng Ye, Qi-Jie Zhao, Li-Lan Liu

Applied Soft Computing

DOI

2024

An automatic detecting method for multi-scale foreign object debris in civil aircraft manufacturing and assembly scenario

Minghao Yu, Qi-Jie Zhao, Sheng Cheng, Hongxia Cai, Li-Lan Liu

Journal of Intelligent Manufacturing

DOI

2024

Deep reinforcement learning for solving resource constrained project scheduling problems with resource disruptions

Hongxia Cai, Yun-Qi Bian, Lilan Liu

Robotics Comput. Integr. Manuf.

DOI

2024

Ensemble-based Offline Data-driven Evolutionary Optimization for Operation Parameter of Blast Furnace

Qiucheng Ye, Hongxia Cai, Yun-Qi Bian

International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery

DOI

2024

Data privacy protection: A novel federated transfer learning scheme for bearing fault diagnosis

Lilan Liu, Zhen-Hao Yan, Tingting Zhang, Zenggui Gao, Hongxia Cai, Jin-Rui Wang

Knowledge-Based Systems

DOI

2024

Research on Reconfigurable Component Library for Digital Twin System of Aircraft Assembly Management

Jun Li, Yingying Bao, Xiaoyu Chen, Hongxia Cai

DOI

2024

Processing Method for Missing Data in Digital Twin System

Bingqiang Zhou, Hongxia Cai, Hong Zhou Jiang, Huiling Yuan, Jian Nian Yao, Weiping Nong, Jianchu Pan, Lilan Liu

Lecture notes in electrical engineering

DOI

2024

Realization of Low-Code Algorithm for Steel Energy Consumption Prediction

Wanzhou Ji, Yunqi Bian, Hongxia Cai

International Conference on Computer Communication and the Internet (ICCCI)

DOI

2023

Key Quality Feature Identification and Quality Prediction in Complex Manufacturing Processes

Hongxia Cai, Zhiqiang Rong

International Conference on Intelligent Human-Machine Systems and Cybernetics

DOI

2023

Digital Twin-Based Job Shop Deviation Detection and Real-Time Scheduling

Hongxia Cai, Xiaoyu Chen

International Conference on Intelligent Human-Machine Systems and Cybernetics

DOI

2023

Prediction of Wind Turbine Blade Icing Based on LSTM-SVM

Mengchao Ren, Weilong Wang, Yunqi Bian, Hongxia Cai

DOI

2022

Learning to Schedule Srcpsp with Uncertain Resource Capacity Based on Graph Neural Network and Reinforcement Learning

Hongxia Cai, Yun-Qi Bian, Lilan Liu

Social Science Research Network

DOI

2022

Modeling and Force Analysis of a Harvesting Robot for Button Mushrooms

Shu-Zeng Yang, Jian-Cheng Ji, Hongxia Cai, Hao Chen

IEEE Access

DOI

2021

Blockchain-based data control for complex product assembly collaboration process

Hongxia Cai, Qiqi Tan

World Symposium on Software Engineering (WSSE)

DOI

2021

Quality Deviation Control for Aircraft Using Digital Twin

Hongxia Cai, Jiamin Zhu, Wei Zhang

Journal of Computing and Information Science in Engineering

DOI

2021

A Predictive Workshop Material Distribution Model

Hongxia Cai, Liangliang Wu

Lecture notes in electrical engineering

DOI

2020

Research on Intelligent Schedule of Aircraft Assembly Workshop

Hongxia Cai, Yuanyuan Su, Tianjie Shen

International Conference on Intelligent Human-Machine Systems and Cybernetics

DOI

2019

Quality Management and Analysis of Aircraft Final Assembly Based on Digital Twin

Hongxia Cai, Wei Zhang, Zheng Zhu

International Conference on Intelligent Human-Machine Systems and Cybernetics

DOI

2019

Vehicle Wheel Hub Manufacturing Scheduling Problem with Intermediate Storage

Hongxia Cai, Zheng Zhu, Wei Zhang

International Conference on Intelligent Human-Machine Systems and Cybernetics

DOI

2018

Lot Splitting and Job Shop Scheduling with Limited Buffer

Hongxia Cai, Yang Ding, Yingxiong Zhang

International Conference on Intelligent Human-Machine Systems and Cybernetics

DOI

2018

Research on Flexible Job Shop Batching and Scheduling Problem with Setup Times

Hongxia Cai, Yingxiong Zhang, Yang Ding, Tong Liang

International Conference on Intelligent Human-Machine Systems and Cybernetics

DOI

2017

Analysis of civil aircraft quality data under the support of big data

Hongxia Cai, Zhuang-yu Wei

IEEE International Conference on Software Engineering and Service Science (ICSESS)

DOI

2017

A prediction method for the precision of extrusion grinding of a needle valve body

Hongxia Cai, Wei Liu

Production Engineering

DOI

2017

Research on glass processing under manufacturing cutting machine fault prediction in cloud manufacturing

Hongxia Cai, Zhuangyu Wei, Minshan Ren

International Conference on Mechatronics, Materials, Chemistry and Computer Engineering (ICMMCCE)

DOI

2017

Search Algorithm Study Based on Big Data Technology in Civil Aircraft Research and Development

Hongxia Cai

DOI

2016

基于灰色理论的挤压研磨设备故障诊断研究

熊三红，蔡红霞，柏余杰

《工业控制计算机》

2016

The Quality Prediction of Fiber-Optic Gyroscope Based on the Grey Theory and BP Neural Network

Na Ji, Hongxia Cai

DOI

2015

Towards low-carbon product architecture using structural optimization for lightweight

Bin He, Wen Cheng Tang, Shan Huang, Shuangchao Hou, Hongxia Cai

The International Journal of Advanced Manufacturing Technology

DOI

2015

The Prediction of the Man-Hour in Aircraft Assembly Based on Support Vector Machine Particle Swarm Optimization

Tingting Yu, Hongxia Cai

Journal of Aerospace Technology and Management

DOI

2014

Quality‐Oriented Classification of Aircraft Material Based on SVM

Hongxia Cai, Tingting Yu, Xia Chenglong

Mathematical Problems in Engineering

DOI

2013

Research on Fiber Optic Gyroscope Test Data Management System

Hongxia Cai, Ding Kang, Tao Yu

TELKOMNIKA Indonesian Journal of Electrical Engineering

DOI

2011

Resource allocation and network evolution considering economics and robustness in manufacturing grid

Lilan Liu, Zhi-song Shu, Xiaomei Hu, Xiangping Hu, Xiangping Hu, Xiangping Hu, Hongxia Cai

The International Journal of Advanced Manufacturing Technology

DOI

2010

虚拟仿真原理与应用

蔡红霞

《上海大学出版社》

2009

基于XML的装配工艺信息建模技术在飞机制造行业中的应用

熊峰，程俊，蔡红霞，俞涛

《组合机床与自动化加工技术》

2009

APL-based flexibility analysis of manufacturing grid

Lilan Liu, Xuehua Sun, Hongxia Cai, Jian-fei Chai

Journal of Shanghai University (English Edition)

DOI

2009

Mathematical model for abrasive suspension jet cutting based on orthogonal test design

Gui-hua Hu, Wenhua Zhu, Hongxia Cai, Chong Hai Xu, Yujie Bai, Jun Cheng, Jin Yun Yuan, Tao Yu

Journal of Shanghai University (English Edition)

DOI

2009

The Study of Information Services in Manufacturing Grid

Qiming Zou, Tao Yu, Lilan Liu, Hongxia Cai

DOI

2008

基于Windchill的EBOM到MBOM重构

王焕春，王琛，蔡红霞

《组合机床与自动化加工技术》

2008

Implementing the SLA negotiation in manufacturing grid

Lilan Liu, Haiyang Sun, Tao Yu, Hongxia Cai

International Journal of Internet Manufacturing and Services

DOI

2007

制造网格中访问控制的研究

蔡红霞，俞涛，方明伦

《计算机集成制造系统》

2006

产品数据管理系统中访问控制模型的研究

蔡红霞，俞涛，方明伦

《中国机械工程》

2006

基于Web的PDM系统中安全服务的研究

蔡红霞，俞涛，方明伦

《制造业自动化》

2006

Access Control Model of Manufacturing Grid

Hongxia Cai, Tao Yu, Minglun Fang

Springer eBooks

DOI

2006

Dynamic access control for manufacturing gridi

Hongxia Cai, Tao Yu, Minglun Fang

IEEE International Symposium on Communications and Information Technology (ISCIT)

DOI

2005

Security solution to manufacturing grid usage scenarios

Hongxia Cai, Tao Yu, Minglun Fang, Yongmei Lei

DOI

2000

企业业务过程要素分析与评价模型的开发

李先锋，俞涛，蔡红霞，方明伦

《机电一体化》

精选作品

期刊论文

A State-Of-The-Art Review of Industrial Time Series Data Analysis: Methods and Applications

A reconfigurable digital twin framework for plant factories: crop modeling, environmental anomaly detection, and system reconfiguration

An evolutionary knowledge transfer framework for solving workgroup reconfiguration problem in aircraft final assembly

An automatic detecting method for multi-scale foreign object debris in civil aircraft manufacturing and assembly scenario

Deep reinforcement learning for solving resource constrained project scheduling problems with resource disruptions

Ensemble-based Offline Data-driven Evolutionary Optimization for Operation Parameter of Blast Furnace

Data privacy protection: A novel federated transfer learning scheme for bearing fault diagnosis

Research on Reconfigurable Component Library for Digital Twin System of Aircraft Assembly Management

Processing Method for Missing Data in Digital Twin System

Realization of Low-Code Algorithm for Steel Energy Consumption Prediction

Key Quality Feature Identification and Quality Prediction in Complex Manufacturing Processes

Digital Twin-Based Job Shop Deviation Detection and Real-Time Scheduling

Prediction of Wind Turbine Blade Icing Based on LSTM-SVM

Learning to Schedule Srcpsp with Uncertain Resource Capacity Based on Graph Neural Network and Reinforcement Learning

Modeling and Force Analysis of a Harvesting Robot for Button Mushrooms

Blockchain-based data control for complex product assembly collaboration process

Quality Deviation Control for Aircraft Using Digital Twin

A Predictive Workshop Material Distribution Model

Research on Intelligent Schedule of Aircraft Assembly Workshop

Quality Management and Analysis of Aircraft Final Assembly Based on Digital Twin

Vehicle Wheel Hub Manufacturing Scheduling Problem with Intermediate Storage

Lot Splitting and Job Shop Scheduling with Limited Buffer

Research on Flexible Job Shop Batching and Scheduling Problem with Setup Times

Analysis of civil aircraft quality data under the support of big data

A prediction method for the precision of extrusion grinding of a needle valve body

Research on glass processing under manufacturing cutting machine fault prediction in cloud manufacturing

Search Algorithm Study Based on Big Data Technology in Civil Aircraft Research and Development

基于灰色理论的挤压研磨设备故障诊断研究

The Quality Prediction of Fiber-Optic Gyroscope Based on the Grey Theory and BP Neural Network

Towards low-carbon product architecture using structural optimization for lightweight

The Prediction of the Man-Hour in Aircraft Assembly Based on Support Vector Machine Particle Swarm Optimization

Quality‐Oriented Classification of Aircraft Material Based on SVM

Research on Fiber Optic Gyroscope Test Data Management System

Resource allocation and network evolution considering economics and robustness in manufacturing grid

虚拟仿真原理与应用

基于XML的装配工艺信息建模技术在飞机制造行业中的应用

APL-based flexibility analysis of manufacturing grid

Mathematical model for abrasive suspension jet cutting based on orthogonal test design

The Study of Information Services in Manufacturing Grid

基于Windchill的EBOM到MBOM重构

Implementing the SLA negotiation in manufacturing grid

制造网格中访问控制的研究

产品数据管理系统中访问控制模型的研究

基于Web的PDM系统中安全服务的研究

Access Control Model of Manufacturing Grid

Dynamic access control for manufacturing gridi

Security solution to manufacturing grid usage scenarios

企业业务过程要素分析与评价模型的开发

会议论文

XML数字签名技术及其在制造网格中的应用

书籍章节

Research on Wind Turbine Maintenance Based on Data-Physical Fusion Modeling

Reconfigurable Digital Twin Framework for Manufacturing Systems

研究方向