刘明周｜合肥工业大学｜学者主页

2026

UGDS-CDM: A novel uncertainty-guided dual-stage conditional diffusion model and vision mamba-KAN integrating expert knowledge for surface defect detection under small samples

Xiao-Qiao Wang, Kui Luo, Mingzhou Liu, Rui Zheng, Yan Li

Advanced Engineering Informatics

DOI

2026

DS-IIEG: a dual-stage industrial image enhancement and generation framework for robust surface defect detection in manufacturing with limited data

Xiao-Qiao Wang, Yan Li, Yu Gong, Mingzhou Liu, Kui Luo

Journal of Intelligent Manufacturing

DOI

2025

Real-time shop floor operations improvement based on dynamic value stream mapping and hybrid simulation in Industry 4.0: an economic perspective

Mingzhou Liu, Mengyuan Sun, Xi Zhang, Maogen Ge, Jing Hu

International Journal Of Production Research，Vol. 630, No. 18

DOI

2025

EFJSP-IBDR: Energy-efficient flexible job shop scheduling under incentive-based demand response via graph reinforcement learning with dual attention mechanism

Mingzhou Liu, Zhangjie Rui, Xi Zhang, Maogen Ge, Lin Ling, Xiaoqiao Wang, Conghu Liu

Expert Systems With Applications，Vol. 280

DOI

2024

Real-time rescheduling for smart shop floors: an integrated method

Mengyuan Sun, Mingzhou Liu, Xi Zhang, Lin Ling, Maogen Ge, Conghu Liu, Zhangjie Rui

Flexible Services And Manufacturing Journal

DOI

2024

OBE理念下以学生为中心的生产计划与控制课程教学模式改革探索

凌琳，刘明周，张玺，葛茂根，扈静

《创新创业理论研究与实践》

2024

基于改进DeepLabv3+的铝塑泡罩包装表面缺陷检测方法研究

汪俊峰，刘明周，王小巧，龚宇，王子若

《合肥工业大学学报(自然科学版)》

2024

DSN-BR-Based Online Inspection Method and Application for Surface Defects of Pharmaceutical Products in Aluminum-Plastic Blister Packages

Mingzhou Liu, Yu Gong, Xiao-Qiao Wang, Cong-Hu Liu, Jing Hu

Chinese Journal of Mechanical Engineering

DOI

2024

Graph reinforcement learning for flexible job shop scheduling under industrial demand response: A production and energy nexus perspective

Zhangjie Rui, Mingzhou Liu, Xi Zhang, Lin Ling, Xiao-Qiao Wang, Cong-Hu Liu, Mengyuan Sun

Computers & industrial engineering

DOI

2024

IndusSynthe: Synthetic data using human-machine intelligence hybrid for enhanced industrial surface defect detection through self-updating with multi-view filtering

Yu Gong, Mingzhou Liu, Xiao-Qiao Wang

Advanced Engineering Informatics

DOI

2023

Data-driven and Knowledge-based predictive maintenance method for industrial robots for the production stability of intelligent manufacturing

Xiaoqiao Wang, Mingzhou Liu, Conghu Liu, Lin Ling, Xi Zhang

Expert Systems With Applications，Vol. 234

DOI

2023

Integrated application model for visual detection of welding quality based on visual neuron under edge-end collaboration

Liangrui Zhang, Xi Zhang, Jing Hu, Mingzhou Liu, Lin Ling

International Journal Of Computer Integrated Manufacturing，Vol. 360, No. 8

DOI

2023

基于改进遗传算法的多线性缓冲区联合调度

王子若，刘明周，王小巧

《组合机床与自动化加工技术》

2023

Few-shot defect detection using feature enhancement and image generation for manufacturing quality inspection

Yu Gong, Mingzhou Liu, Xiao-Qiao Wang, Cong-Hu Liu, Jing Hu

Applied intelligence (Boston)

DOI

2023

Research on surface defects detection method and system in manufacturing processes based on the fusion of multi-scale features and semantic segmentation for intelligent manufacturing

Yu Gong, Ming-Zhou Liu, Xiao-Qiao Wang, Conghu Liu, Jing Hu

Journal of Intelligent & Fuzzy Systems

DOI

2022

Intelligent monitoring method of tridimensional storage system based on deep learning

Ming-Zhou Liu, Xin Xu, Xiao-Qiao Wang, Qiannan Jiang, Conghu Liu

Environmental science and pollution research international

DOI

2021

An on-line path planning of assembly robots based on FOVS

Ming-Zhou Liu, Xin Xu, Xiao-Qiao Wang, Mao-Gen Ge, Lin Ling, Conghu Liu

DOI

2019

Hybrid heuristic algorithm for multi-objective scheduling problem

Peng Jian'gang, Liu Mingzhou, Zhang Xi, Ling Lin

Journal Of Systems Engineering And Electronics，Vol. 30, No. 2

DOI

2019

基于面部几何特征及手部运动特征的驾驶员疲劳检测

刘明周，蒋倩男，扈静

《机械工程学报》

2018

基于肌肉生理信号的操纵舒适性评价

扈静，钱佩伦，刘明周，张淼，郑达

《中国机械工程》

2018

Reassembly classification selection method based on the Markov Chain

Mao-Gen Ge, Jing Hu, Ming-Zhou Liu, Yuan Zhang

Assembly Automation

DOI

2017

高精度手部压力分布检测系统的设计及研究

刘正琼，唐璇，刘明周，张淼，扈静

《合肥工业大学学报(自然科学版)》

2017

基于人工神经网络的太阳能电池片表面质量检测系统

伍李春，刘明周，蒋倩男，葛茂根，凌琳

《合肥工业大学学报(自然科学版)》

2017

基于改进模糊Petri网的制造车间重调度策略优化研究

张玺，刘明周，张铭鑫，葛茂根

《管理工程学报》，Vol. 31, No. 2

下载原文

2017

求解柔性作业车间调度问题的混合分布估计算法

张玺，刘明周

《系统科学与数学》

2017

基于K-均值聚类的汽车驾驶姿态偏好研究

张淼，刘明周，扈静，刘正琼，钱佩伦

《汽车工程》

2016

基于物联熵的机械产品装配系统复杂性度量

马靖，刘明周，王强，凌琳，张淼

《计算机集成制造系统》

2016

多品种汽车发动机两阶段模糊再制造生产计划

温海骏，刘明周，刘长义，刘从虎

《计算机集成制造系统》

2016

发动机曲轴多工序装配的质量预测模型研究

刘明周，吕旭泽，王小巧

《汽车工程学报》

2016

Human motion segmentation and recognition using machine vision for mechanical assembly operation

Qiannan Jiang, Ming-Zhou Liu, Xiao-Qiao Wang, Mao-Gen Ge, Ling Lin

SpringerPlus

DOI

2016

Remanufacturing in Industry 4.0

Ming-Zhou Liu, Conghu Liu, Mao-Gen Ge, Yuan Zhang, Qing-Hua Zhu

DOI

2016

Optimal control method on assembly precision for a remanufactured car engine based on state space model

Jing Hu, Yuan Zhang, Mao-Gen Ge, Ming-Zhou Liu, Cong-Hu Liu, Xiao-Qiao Wang

DOI

2016

The online quality control method for reassembly based on state space model

Ming-Zhou Liu, Conghu Liu, Mao-Gen Ge, Yuan Zhang, Zheng-Qiong Liu

DOI

2016

Assembly process control method for remanufactured parts with variable quality grades

Ming-Zhou Liu, Conghu Liu, Ling-ge Xing, Zheng-Qiong Liu, Xiaojing Li, Ling Lin

DOI

2016

Study on a tolerance grading allocation method under uncertainty and quality oriented for remanufactured parts

Ming-Zhou Liu, Conghu Liu, Ling-ge Xing, Fadong Mei, Xi Zhang

DOI

2016

Research on the Method of Measuring the Handling Comfort of the Man-machine System Based on the Perception Field of Operating Forces

Ming-Zhou Liu

DOI

2015

不确定环境下回收发动机拆卸调度方法

温海骏，刘明周，刘长义，刘从虎

《计算机集成制造系统》

2015

不确定环境下再制造发动机曲轴轴向间隙优化控制

葛茂根，王少明，刘明周，刘从虎，邵将

《机械工程学报》

2015

基于实时信息驱动的生产车间运行驾驶舱研究及实现

刘明周，王强，凌琳

《计算机集成制造系统》

DOI

2015

复杂机械产品装配过程质量门监控系统与关键技术

王小巧，刘明周，葛茂根，凌琳，马靖，刘从虎

《计算机集成制造系统》

2015

物联网环境下的机械产品管控一体智能装配系统建模

刘明周，马靖，赵志彪，王强，张淼

《计算机集成制造系统》

2015

基于机器视觉的机械产品装配系统在线作业方法

刘明周，马靖，张淼，赵志彪，杨铎，王强

《计算机集成制造系统》

DOI

2015

基于虚拟仪器的肢体姿态检测系统研究

刘正琼，胡丽莉，唐璇，刘明周，张淼，扈静

《电子测量与仪器学报》

2015

再制造发动机曲轴轴颈表面粗糙度不确定性测度及应用研究

刘从虎，刘明周，邢玲玲，刘长义

《汽车工程》

2015

The Non-linear Reflection Relationship Model of Remanufacturing Crankshaft Radial Runout Based on the Uncertainty Measure

Ming-Zhou Liu

DOI

2015

RFID-enabled real-time manufacturing operation management system for the assembly process of mechanical products

Ming-Zhou Liu, Qiang Wang, Lin Ling, Miao Zhang

International Journal of RF Technologies

DOI

2015

Research on assembly quality adaptive control system for complex mechanical products assembly process under uncertainty

Xiao-Qiao Wang, Ming-Zhou Liu, Mao-Gen Ge, Lin Ling, Conghu Liu

Computers in industry (Print)

DOI

2015

Remanufacturing production planning with compensation function approximation method

Hai-Jun Wen, Ming-Zhou Liu, Chang-Yi Liu, Conghu Liu

Applied Mathematics and Computation

DOI

2014

机械产品再制造装配过程动态工序质量控制系统

刘明周，王强，赵志彪，凌琳

《计算机集成制造系统》

DOI

2014

基于互信息和博弈论的复杂机械产品装配质量控制阈在线优化方法及应用

刘明周，王小巧，马靖，张铭鑫，刘从虎

《计算机集成制造系统》

2014

不确定环境下混流装配线动态准时制物料配送系统

刘明周，王小巧，张铭鑫，刘从虎

《计算机集成制造系统》

2014

面向质量目标的再制造复杂机械产品装配分组优化配置方法

刘明周，刘从虎，邢玲玲，张玺，王强，王小巧

《机械工程学报》

2014

基于改进非支配排序的云模型进化多目标柔性作业车间调度

彭建刚，刘明周，张铭鑫，张玺，葛茂根

《机械工程学报》

2014

再制造曲轴径向跳动不确定性的内涵与测度

刘长义，刘明周，刘从虎，葛茂根，温海骏

《机械工程学报》

2014

面向再制造复杂机械产品装配过程的质量控制点公差带在线优化方法

刘明周，邢玲玲，刘从虎，张淼

《中国机械工程》

2014

基于损益云模型的制造车间重调度决策方法

刘明周，张玺，张铭鑫，葛茂根，扈静

《控制与决策》

2014

The online quality control methods for the assembling of remanufactured engines’ cylinder block and cover under uncertainty

Mao-Gen Ge, Conghu Liu, Ming-Zhou Liu

DOI

2014

Intelligent assembly system for mechanical products and key technology based on internet of things

Ming-Zhou Liu, Jing Ma, Ling Lin, Mao-Gen Ge, Qiang Wang, Conghu Liu

Journal of Intelligent Manufacturing

DOI

2014

Quality Oriented Assembly Grouping Optimal Allocation Method for Remanufactured Complex Mechanical Products

Ming-Zhou Liu

DOI

2014

Connotation and Measurement of the Uncertainty of Radial Runout of Remanufactured Crankshaft

Chang-Yi Liu, Ming-Zhou Liu, Conghu Liu, Mao-Gen Ge, Hai-Jun Wen

2014

Rescheduling decision method of manufacturing shop based on profit-loss cloud model

Ming-Zhou Liu

2014

Optional classification for reassembly methods with different precision remanufactured parts

Ming-Zhou Liu, Conghu Liu, Qing-Hua Zhu

DOI

2014

Optimization Method of Remanufacturing Reprocessing Shop Scheduling under Uncertain Conditions

Ming-Zhou Liu

DOI

2014

Dynamic assembly process quality control system for mechanical products remanufacturing

Ming-Zhou Liu

2013

基于面向对象Petri网的机械产品装配质量数据链建模

刘明周，赵志彪，葛茂根，王强

《计算机集成制造系统》

2013

基于MES的可视化生产监测与控制平台设计

王琳，梁平，刘明周，葛茂根，章淑媛

《合肥工业大学学报(自然科学版)》

2013

基于综合经济指数的动态供货比例问题研究

张萱，葛茂根，刘明周，张铭鑫，扈静

《合肥工业大学学报(自然科学版)》

2013

汽车变速杆操纵舒适性的矢量描述与聚类分析

刘明周，周维维，张大伟，扈静，沈维蕾

《汽车工程》

2013

The coupling relationship among bottleneck shifting factors in job shop

Lin Ling, Ming-Zhou Liu, Juan Tang, Zhi-Biao Zhao, Mao-Gen Ge

DOI

2013

Research on Handling the Conflict of Project Resource Based on Multi-Level Grey Comprehensive Evaluation Method

Mao-Gen Ge, Ming-Zhou Liu, Ming-Xin Zhang, Jing Hu, L. Yi

DOI

2012

基于继承机制的文档管理方法在项目管理系统中的应用

刘明周，伊丽莉

《合肥工业大学学报(自然科学版)》

2012

基于射频识别的装配过程监控体系研究

刘明周，王强，葛茂根，马靖，王小巧

《合肥工业大学学报(自然科学版)》

2012

Design and Implementation of Manufacturing Execution System (MES) for Automobile Main Gear Reducer Assembly Line

Dao-Ye Huang, Ming-Zhou Liu

DOI

2011

基于胜任指数的制造车间操作工优化配置模型

刘明周，高纳，葛茂根，蒋增强

《合肥工业大学学报(自然科学版)》

2011

面向复杂产品装配过程的异常控制策略研究

刘明周，王佳丽，葛茂根，蒋增强

《合肥工业大学学报(自然科学版)》

2011

基于SOV的机械产品装配过程质量因素耦合模型

刘明周，凌先姣，蒋增强，扈静，葛茂根，张铭鑫

《组合机床与自动化加工技术》

2011

基于动作元的汽车离合器操纵舒适性的优化

刘明周，胡金鑫，扈静，蒋增强，葛茂根

《汽车工程》

2011

Research of Correlation-Model between Qualities Attributes and Quality Control Points in Assembly Process of the Complex Product Based on Network Flow

Ming-Zhou Liu, Zhi-Biao Zhao, Zeng-Qiang Jiang, Mao-Gen Ge, Lin Ling, Yaoxi Luo, Xiao-Qiao Wang

DOI

2011

FAL (Flexible Assembly Line) management and control strategy experimental platform and management and control strategy experimental method

Ming-Zhou Liu

2011

Research on integrated management and control system of shop operation oriented to assembly process

Ming-Zhou Liu

2009

不确定条件下车间动态重调度优化方法

刘明周，单晖，蒋增强，葛茂根，扈静，张铭鑫

《机械工程学报》

2009

Dynamic Prediction Method of Production Logistics Bottleneck Based on Bottleneck Index

Ming-Zhou Liu

DOI

2009

Dynamic Rescheduling Optimization of Job-shop under Uncertain Conditions

Ming-Zhou Liu

DOI

2008

Study on DSM-based task planning of product cooperative development

蒋增强，刘明周，赵韩，葛茂根，郭嘉

Journal of Pharmaceutical Analysis

2008

Study on Process Data Management Based on Product Configuration

Ming-Zhou Liu

2008

ハイブリッド粒子群最適化(PSO)に基づく多目的柔軟性ジョブショップスケジューリングアルゴリズムを提案する。【JST・京大機械翻訳】

Ming-Zhou Liu, Ming-Wei Zhang, Zeng-Qiang Jiang, Mao-Gen Ge, Ming-Xing Zhang

2008

Right changing type accidental scheduling method based on real time condition

Ming-Zhou Liu, Zheng-Qiong Liu, Yan-Rui Zhang, Ming-Xin Zhang, Wei-Lei Shen, Mao-Gen Ge, Zeng-Qiang Jiang

2007

基于全息工作流网的产品协同开发过程建模

蒋增强，刘明周，赵韩，安苏华，葛茂根

《计算机集成制造系统》

2007

A Hybrid Particle Swarm Optimization for Job-Shop Scheduling

Mingzhou Liu

Manufacture Information Engineering of China

2007

Study on directed graph based workflow modeling and running of the model

Ming-Zhou Liu

2006

基于品质物料清单的全面质量数字化管理模式的研究

刘明周，张铭鑫，任兰，曹飞

《计算机集成制造系统》

2006

Research on layout of workshop facilities based on visual simulation

Ming-Zhou Liu

2006

METHOD OF SELECTIVE ASSEMBLY ABOUT MECHANICAL PRODUCT BASED ON TAGUCHI-QUALITY-HINKING

Ming-Zhou Liu

DOI

2006

MULTI-OBJECTIVE SELECTIVE ASSEMBLY OF INTERNAL-COMBUSTION ENGINE LINKAGE OF CRANK-ROD BASED ON IMPROVED HYBRID GENETIC ALGORITHM

Ming-Zhou Liu

DOI

2005

面向产品的工艺数据数字化管理建模

刘明周，曹飞

《计算机辅助设计与图形学学报》

2005

产品质量统计过程中的制造质量数据管理方法研究

刘明周，任兰，张铭鑫

《计算机集成制造系统》

2004

CIMS下面向订单的动态生产计划解决方法

刘明周，方叶祥

《合肥工业大学学报(自然科学版)》

2004

面向产品的制造品质BOM生成方法

刘明周，任兰，曹飞

《制造业自动化》

2004

客户化模式下面向产品的采购BOM研究

刘明周，施培阔

《制造业自动化》

2004

面向产品的制造质量控制模型研究

刘明周，任兰

《计算机集成制造系统》

2004

用对象数据库构建机电产品的物料清单

赵韩，梁平，刘明周

《计算机集成制造系统》

2004

Study of Organization Model of Product-Oriented Process Data BOM

Ming-Zhou Liu

2004

Research on mechanical and electronic product BOM by object-oriented database technique

Ming-Zhou Liu

2004

A solution to making a dynamic production plan for themake-to-order enterprise based on CIMS

Ming-Zhou Liu

2004

RESEARCH ON THE MATCHING METHOD TO ASSEMBLE THE MECHANICAL PRODUCT WITH THE HIGHLY PRECISE COOPERATION

Ming-Zhou Liu

DOI

2003

面向产品的3C数据管理集成模型研究

刘明周，刘光复

《计算机集成制造系统》

2003

基于知识库的工艺资源管理

谢峰，柴秀云，刘明周

《工业工程》

2003

Process Resource Management Based upon Knowledge-base

Ming-Zhou Liu

精选作品

期刊论文

UGDS-CDM: A novel uncertainty-guided dual-stage conditional diffusion model and vision mamba-KAN integrating expert knowledge for surface defect detection under small samples

DS-IIEG: a dual-stage industrial image enhancement and generation framework for robust surface defect detection in manufacturing with limited data

Real-time shop floor operations improvement based on dynamic value stream mapping and hybrid simulation in Industry 4.0: an economic perspective

EFJSP-IBDR: Energy-efficient flexible job shop scheduling under incentive-based demand response via graph reinforcement learning with dual attention mechanism

Real-time rescheduling for smart shop floors: an integrated method

OBE理念下以学生为中心的生产计划与控制课程教学模式改革探索

基于改进DeepLabv3+的铝塑泡罩包装表面缺陷检测方法研究

DSN-BR-Based Online Inspection Method and Application for Surface Defects of Pharmaceutical Products in Aluminum-Plastic Blister Packages

Graph reinforcement learning for flexible job shop scheduling under industrial demand response: A production and energy nexus perspective

IndusSynthe: Synthetic data using human-machine intelligence hybrid for enhanced industrial surface defect detection through self-updating with multi-view filtering

Data-driven and Knowledge-based predictive maintenance method for industrial robots for the production stability of intelligent manufacturing

Integrated application model for visual detection of welding quality based on visual neuron under edge-end collaboration

基于改进遗传算法的多线性缓冲区联合调度

Few-shot defect detection using feature enhancement and image generation for manufacturing quality inspection

Research on surface defects detection method and system in manufacturing processes based on the fusion of multi-scale features and semantic segmentation for intelligent manufacturing

Intelligent monitoring method of tridimensional storage system based on deep learning

An on-line path planning of assembly robots based on FOVS

Hybrid heuristic algorithm for multi-objective scheduling problem

基于面部几何特征及手部运动特征的驾驶员疲劳检测

基于肌肉生理信号的操纵舒适性评价

Reassembly classification selection method based on the Markov Chain

高精度手部压力分布检测系统的设计及研究

基于人工神经网络的太阳能电池片表面质量检测系统

基于改进模糊Petri网的制造车间重调度策略优化研究

求解柔性作业车间调度问题的混合分布估计算法

基于K-均值聚类的汽车驾驶姿态偏好研究

基于物联熵的机械产品装配系统复杂性度量

多品种汽车发动机两阶段模糊再制造生产计划

发动机曲轴多工序装配的质量预测模型研究

Human motion segmentation and recognition using machine vision for mechanical assembly operation

Remanufacturing in Industry 4.0

Optimal control method on assembly precision for a remanufactured car engine based on state space model

The online quality control method for reassembly based on state space model

Assembly process control method for remanufactured parts with variable quality grades

Study on a tolerance grading allocation method under uncertainty and quality oriented for remanufactured parts

Research on the Method of Measuring the Handling Comfort of the Man-machine System Based on the Perception Field of Operating Forces

不确定环境下回收发动机拆卸调度方法

不确定环境下再制造发动机曲轴轴向间隙优化控制

基于实时信息驱动的生产车间运行驾驶舱研究及实现

复杂机械产品装配过程质量门监控系统与关键技术

物联网环境下的机械产品管控一体智能装配系统建模

基于机器视觉的机械产品装配系统在线作业方法

基于虚拟仪器的肢体姿态检测系统研究

再制造发动机曲轴轴颈表面粗糙度不确定性测度及应用研究

The Non-linear Reflection Relationship Model of Remanufacturing Crankshaft Radial Runout Based on the Uncertainty Measure

RFID-enabled real-time manufacturing operation management system for the assembly process of mechanical products

Research on assembly quality adaptive control system for complex mechanical products assembly process under uncertainty

Remanufacturing production planning with compensation function approximation method

机械产品再制造装配过程动态工序质量控制系统

基于互信息和博弈论的复杂机械产品装配质量控制阈在线优化方法及应用

不确定环境下混流装配线动态准时制物料配送系统

面向质量目标的再制造复杂机械产品装配分组优化配置方法

基于改进非支配排序的云模型进化多目标柔性作业车间调度

再制造曲轴径向跳动不确定性的内涵与测度

面向再制造复杂机械产品装配过程的质量控制点公差带在线优化方法

基于损益云模型的制造车间重调度决策方法

The online quality control methods for the assembling of remanufactured engines’ cylinder block and cover under uncertainty

Intelligent assembly system for mechanical products and key technology based on internet of things

Quality Oriented Assembly Grouping Optimal Allocation Method for Remanufactured Complex Mechanical Products

Connotation and Measurement of the Uncertainty of Radial Runout of Remanufactured Crankshaft

Rescheduling decision method of manufacturing shop based on profit-loss cloud model

Optional classification for reassembly methods with different precision remanufactured parts

Optimization Method of Remanufacturing Reprocessing Shop Scheduling under Uncertain Conditions

Dynamic assembly process quality control system for mechanical products remanufacturing

基于面向对象Petri网的机械产品装配质量数据链建模

基于MES的可视化生产监测与控制平台设计

基于综合经济指数的动态供货比例问题研究

汽车变速杆操纵舒适性的矢量描述与聚类分析

The coupling relationship among bottleneck shifting factors in job shop

Research on Handling the Conflict of Project Resource Based on Multi-Level Grey Comprehensive Evaluation Method

基于继承机制的文档管理方法在项目管理系统中的应用

基于射频识别的装配过程监控体系研究

Design and Implementation of Manufacturing Execution System (MES) for Automobile Main Gear Reducer Assembly Line

基于胜任指数的制造车间操作工优化配置模型

面向复杂产品装配过程的异常控制策略研究

基于SOV的机械产品装配过程质量因素耦合模型

基于动作元的汽车离合器操纵舒适性的优化

Research of Correlation-Model between Qualities Attributes and Quality Control Points in Assembly Process of the Complex Product Based on Network Flow