马嵩华｜山东大学｜学者主页

2026

Impact assessment method for disturbance events in complex manufacturing scenarios

Jingkai Li, Tianliang Hu, Qi Meng, Shuaichang Zhou, Songhua Ma

Expert Systems With Applications，Vol. 297

DOI

2026

Research on multi-twin collaborative system for human-machine collaborative manufacturing

Lili Dong, Tianliang Hu, Keyi Zhou, Tianyi Sun, Songhua Ma

Journal of Industrial Information Integration

DOI

2025

RGB video and inertial sensing fusion method for human action recognition in human-robot collaborative manufacturing

Lili Dong, Tianliang Hu, Tianyi Sun, Junrui Li, Songhua Ma

Journal Of Manufacturing Systems，Vol. 830

DOI

2025

基于Unity的生产线可视化智能监控系统

于盼磊，高玉飞，袁徽涌，赵晓龙，马嵩华

《组合机床与自动化加工技术》

DOI

2025

Improved residual attention convolutional neural network for rotating machinery fault diagnosis in the presence of strong noise

Xianglong Meng, Jinfeng Li, Yan Zhang, Songhua Ma

Signal Image and Video Processing

DOI

2025

A generalized generation and evaluation method for cutting process parameter knowledge based on CTGAN

Dan Li, Tianliang Hu, Lili Dong, Songhua Ma

Robotics and Computer-Integrated Manufacturing

DOI

2024

Ontology and production rules-based dynamic knowledge base construction methodology for machining process

Longxue Guo, Tianliang Hu, Lili Dong, Songhua Ma

Journal Of Manufacturing Systems，Vol. 770

DOI

2024

离散制造生产线可配置数字孪生数据系统设计

王鑫，胡天亮，马嵩华，孟麒

《计算机集成制造系统》

2024

A digital twin library of mechanical transmission system for the application of small sample fault diagnosis problem

Xianglong Meng, Tianliang Hu, Jinfeng Li, Yan Zhang, Songhua Ma

Measurement Science and Technology

DOI

2024

A disturbance evaluation method for scheduling mechanisms in digital twin-based workshops

Pengjun Yue, Tianliang Hu, Yongli Wei, Lili Dong, Meng Qi, Songhua Ma

The International Journal of Advanced Manufacturing Technology

DOI

2023

云—雾—边缘协同的数字孪生制造系统仿真过程动态扰动响应方法

孟麒，胡天亮，马嵩华

《计算机集成制造系统》

2023

基于PSO-BPNN和NSGA的薄壁件定位布局优化

胡凯鑫，马嵩华

《组合机床与自动化加工技术》

2023

滚动轴承数字孪生几何模型精细建模

王艳青，闫月晖，马嵩华，魏永利，岳鹏军，胡天亮

《计算机集成制造系统》

2023

基于全卷积神经网络的焊缝识别方法

段岳飞，马嵩华，胡天亮

《制造技术与机床》

DOI

2023

A product performance rapid simulation approach driven by digital twin data: Part 1. For variable product structures

Lili Dong, Tianliang Hu, Pengjun Yue, Meng Qi, Songhua Ma

Advanced Engineering Informatics

DOI

2023

A product performance rapid simulation approach driven by digital twin data: Part 2. For variable operating conditions

Lili Dong, Tianliang Hu, Junrui Li, Meng Qi, Songhua Ma

Advanced Engineering Informatics

DOI

2023

Two improved assembly deviation analysis methods based on Jacobian–Torsor matrix and skin model shapes with contact deformation effort

Songhua Ma, Kaixin Hu, Tianliang Hu, Zhenqi Xiong

Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture

DOI

2023

Digital twin-driven manufacturing equipment development

Yongli Wei, Tianliang Hu, Lili Dong, Songhua Ma

Robotics and Computer-Integrated Manufacturing

DOI

2022

支持快速设计与性能跟踪的夹具数字孪生模型

马嵩华，胡凯鑫，胡天亮

《计算机集成制造系统》

DOI

2022

面向立体视觉结构光三维重建系统的点云误差补偿方法

刘忠强，马嵩华，胡天亮，张桐嘉，段岳飞

《制造技术与机床》

DOI

2022

基于数字孪生的力能控制式压力机虚拟调试

陆新时，马嵩华，胡天亮

《小型微型计算机系统》

2022

基于数字孪生模型的故障特征生成与诊断

马兴瑞，马嵩华，胡天亮

《组合机床与自动化加工技术》

2022

Reconfigured lightweight model design method for DT-based mechatronics equipment

Yongli Wei, Tianliang Hu, Pengjun Yue, Xin Wang, Songhua Ma

The International Journal of Advanced Manufacturing Technology

DOI

2022

Digital twin technology applicability evaluation method for CNC machine tool

Yongli Wei, Tianliang Hu, Shiyun Wei, Songhua Ma, Yanqing Wang

The International Journal of Advanced Manufacturing Technology

DOI

2022

Study on the construction theory of digital twin mechanism model for mechatronics equipment

Yongli Wei, Tianliang Hu, Pengjun Yue, Weichao Luo, Songhua Ma

The International Journal of Advanced Manufacturing Technology

DOI

2022

Electromechanical Coupling Dynamic Characteristics of Differential Speed Regulation System Considering Inverter Harmonics Under Variable Operating Conditions

Dianrui Wang, Fuchun Yang, Xiaofeng Jiang, Shuai Shi, Songhua Ma

IEEE Access

DOI

2021

Secure sharing of big digital twin data for smart manufacturing based on blockchain

Weidong Shen, Tianliang Hu, Chengrui Zhang, Songhua Ma

Journal Of Manufacturing Systems，Vol. 610

DOI

2021

基于工件特征的曲面生成优化方法

李学兵，胡天亮，刘忠强，马嵩华

《计算机集成制造系统》

DOI

2021

适应网络教学模式的机械制图课程教学组织策略

马嵩华，胡天亮，谢玉东

《中国现代教育装备》

DOI

2021

An online visual measurement method for workpiece dimension based on deep learning

Xuebing Li, Yan Yang, Yingxin Ye, Songhua Ma, Tianliang Hu

Measurement

DOI

2021

Precision Assembly Simulation of Skin Model Shapes Accounting for Contact Deformation and Geometric Deviations for Statistical Tolerance Analysis Method

Songhua Ma, Tianliang Hu, Zhenqi Xiong

International Journal of Precision Engineering and Manufacturing

DOI

2020

基于价值流图的车用组合电线组装流程优化

王璐璐，马嵩华，霍志璞

《组合机床与自动化加工技术》

DOI

2019

Modeling Drying-Energy Consumption in Automotive Painting Line Based on ANN and MLR for Real-Time Prediction

Songhua Ma, Zhaoliang Jiang, Wenping Liu

International Journal of Precision Engineering and Manufacturing-Green Technology

DOI

2018

汽车三维在线展示与虚拟试驾系统研究

赵阳，姜兆亮，马嵩华，朱先萌

《包装工程》

2017

多品种小批量产品冲压计划排程多目标优化

朱先萌，姜兆亮，魏清月，马嵩华

《计算机集成制造系统》

DOI

2017

Multi-variation propagation prediction based on multi-agent system for complex mechanical product design

Songhua Ma, Zhaoliang Jiang, Wenping Liu

Concurrent Engineering

DOI

2017

Design Property Network-Based Change Propagation Prediction Approach for Mechanical Product Development

Songhua Ma, Zhaoliang Jiang, Wenping Liu, Chuanzhen Huang

Chinese Journal of Mechanical Engineering

DOI

2016

Concurrent processes scheduling with scarce resources in small and medium enterprises

马嵩华，Tian Ling

High Technology Letters

2016

Evaluation of a design property network-based change propagation routing approach for mechanical product development

Songhua Ma, Zhaoliang Jiang, Wenping Liu

Advanced Engineering Informatics

DOI

2016

A design change analysis model as a change impact analysis basis for semantic design change management

Songhua Ma, Zhaoliang Jiang, Wenping Liu

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science

DOI

2015

Ontology-based semantic retrieval for mechanical design knowledge

Songhua Ma, Ling Tian

International Journal Of Computer Integrated Manufacturing，Vol. 280, No. 2

DOI

2014

面向中小企业有限人员的经验任务分配策略

马嵩华，田凌

《计算机集成制造系统》

2014

领域本体组织的自助式零件库

马嵩华，田凌

《计算机集成制造系统》

DOI

2014

Hierarchical 3D mechanical parts matching based-on adjustable geometry and topology similarity measurements

马嵩华，田凌

Journal of Central South University

2012

捕捉设计意图的二维草图识别技术

马嵩华，田凌

《计算机辅助设计与图形学学报》

精选作品

期刊论文

Impact assessment method for disturbance events in complex manufacturing scenarios

Research on multi-twin collaborative system for human-machine collaborative manufacturing

RGB video and inertial sensing fusion method for human action recognition in human-robot collaborative manufacturing

基于Unity的生产线可视化智能监控系统

Improved residual attention convolutional neural network for rotating machinery fault diagnosis in the presence of strong noise

A generalized generation and evaluation method for cutting process parameter knowledge based on CTGAN

Ontology and production rules-based dynamic knowledge base construction methodology for machining process

离散制造生产线可配置数字孪生数据系统设计

A digital twin library of mechanical transmission system for the application of small sample fault diagnosis problem

A disturbance evaluation method for scheduling mechanisms in digital twin-based workshops

云—雾—边缘协同的数字孪生制造系统仿真过程动态扰动响应方法

基于PSO-BPNN和NSGA的薄壁件定位布局优化

滚动轴承数字孪生几何模型精细建模

基于全卷积神经网络的焊缝识别方法

A product performance rapid simulation approach driven by digital twin data: Part 1. For variable product structures

A product performance rapid simulation approach driven by digital twin data: Part 2. For variable operating conditions

Two improved assembly deviation analysis methods based on Jacobian–Torsor matrix and skin model shapes with contact deformation effort

Digital twin-driven manufacturing equipment development

支持快速设计与性能跟踪的夹具数字孪生模型

面向立体视觉结构光三维重建系统的点云误差补偿方法

基于数字孪生的力能控制式压力机虚拟调试

基于数字孪生模型的故障特征生成与诊断

Reconfigured lightweight model design method for DT-based mechatronics equipment

Digital twin technology applicability evaluation method for CNC machine tool

Study on the construction theory of digital twin mechanism model for mechatronics equipment

Electromechanical Coupling Dynamic Characteristics of Differential Speed Regulation System Considering Inverter Harmonics Under Variable Operating Conditions

Secure sharing of big digital twin data for smart manufacturing based on blockchain

基于工件特征的曲面生成优化方法

适应网络教学模式的机械制图课程教学组织策略

An online visual measurement method for workpiece dimension based on deep learning

Precision Assembly Simulation of Skin Model Shapes Accounting for Contact Deformation and Geometric Deviations for Statistical Tolerance Analysis Method

基于价值流图的车用组合电线组装流程优化

Modeling Drying-Energy Consumption in Automotive Painting Line Based on ANN and MLR for Real-Time Prediction

汽车三维在线展示与虚拟试驾系统研究

多品种小批量产品冲压计划排程多目标优化

Multi-variation propagation prediction based on multi-agent system for complex mechanical product design

Design Property Network-Based Change Propagation Prediction Approach for Mechanical Product Development

Concurrent processes scheduling with scarce resources in small and medium enterprises

Evaluation of a design property network-based change propagation routing approach for mechanical product development

A design change analysis model as a change impact analysis basis for semantic design change management

Ontology-based semantic retrieval for mechanical design knowledge

面向中小企业有限人员的经验任务分配策略

领域本体组织的自助式零件库

Hierarchical 3D mechanical parts matching based-on adjustable geometry and topology similarity measurements

捕捉设计意图的二维草图识别技术

研究方向