Mingzhou Liu - Publications, H-index & Citations

Mingzhou Liu

Hefei University of Technology

17H指数

108论文数

1.0K被引数

收录论文 33

发表时间

Collaborative lot-streaming scheduling in networked multi-factory systems with variable interleaved sublots under mass customization: A multi-action parameterized deep reinforcement learning approach 面向大规模定制下网络化多工厂系统中可变交错子批的协同流水调度：一种多动作参数化深度强化学习方法

Robotics and Computer-Integrated Manufacturing

IF11.4

2026-07-16

PREAI

Mingzhou Liu; Zhengfu Ding; Xi Zhang; Lin Ling; Maogen Ge; Jing Hu

Continuous dynamic DNN partitioning collaboration for edge-intelligence accelerated manufacturing information perception 持续动态DNN分区协作以加速边缘智能驱动的制造信息感知

Journal of Industrial Information Integration

IF11.6

2026-05-22

PREAI

Xi Zhang; Liangrui Zhang; Mingzhou Liu; Maogen Ge; Lin Ling

Research on a collaborative multi-order allocation method for mass customization in cloud manufacturing 面向云制造中大规模定制生产的协同多订单分配方法研究

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE

IF1.9

2026-01-01

PREAI

Ge, Maogen; Zhang, Yuqi; Zhang, Xi; Li, Yongzhi; Liu, Mingzhou; Ling, Lin; Hu, Jing

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 UGDS-CDM：一种新颖的基于不确定性引导的双阶段条件扩散模型与集成专家知识的视觉Mamba-KAN，用于小样本下的表面缺陷检测

Advanced Engineering Informatics

IF9.9

2025-11-04

PREAI

Xiaoqiao Wang; Kui Luo; Mingzhou Liu; Rui Zheng; Yan Li

Intelligent scheduling in networked multi-factory systems considering machine degradation and preventive maintenance: A multi-action deep reinforcement learning approach 网络化多工厂系统中的智能调度：考虑机器老化和预防性维护的多行动深度强化学习方法

Computers & Industrial Engineering

IF6.5

2025-10-10

PREAI

Mingzhou Liu; Zhengfu Ding; Xi Zhang; Lin Ling; Maogen Ge; Jing Hu

Dynamic data balancing strategy-based Xception-dual-channel LSTM model for laparoscopic cholecystectomy phase recognition 基于动态数据平衡策略的Xception-双通道LSTM模型用于腹腔镜胆囊切除术阶段识别

INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY

IF2.3

2025-09-01

PREAI

Liu, Mingzhou; Duan, Feiya; Ling, Lin; Hu, Jing; Ge, Maogen; Zhang, Xi; Cai, Shanbao

Lane-Level Traffic Flow Prediction Using Adaptive Spatio-Temporal Convolutional Networks and Reinforcement Learning 基于自适应时空卷积网络和强化学习的车道级交通流量预测

INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY

IF1.5

2025-09-01

PREAI

Sun, Shaowei; Liu, Mingzhou

Study on the interfacial evolution behavior of charged droplets in an alkaline slurry system 碱性浆料体系中带电液滴的界面演化行为研究

Chemical Engineering Science

IF4.3

2025-08-19

PREAI

Mingzhou Liu; Yihang Zhou; Xinyan Wang; Maoyu Kang; Meiling Ran; Chao Wang; Chang-An Zhou; Lei Song; Kui Ma; Hairong Yue

Using failure mode and effects analysis for risk management of anesthetic and class I psychotropic drugs in inpatient pharmacy: a pilot study 使用故障模式与影响分析对住院药房麻醉药品和I类精神药品进行风险管理：一项试点研究

Scientific Reports

IF3.9

2025-08-13

OAAI

Lulu Zhang; Xiuling He; Yimeng Wang; Li Huang; Xiaoxia Du; Mingzhou Liu

EFJSP-IBDR: Energy-efficient flexible job shop scheduling under incentive-based demand response via graph reinforcement learning with dual attention mechanism EFJSP-IBDR：基于图强化学习的双注意力机制下，激励型需求响应环境中的节能柔性作业车间调度

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-06-01

PREAI

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

ST-CGNet: A spatiotemporal gesture recognition network with triplet attention and dual feature fusion ST-CGNet：一种具有三元组注意力和双特征融合的空间-时间手势识别网络

PATTERN RECOGNITION

IF7.6

2025-05-29

PREAI

Hu, Jing; Liu, Songtao; Liu, Mingzhou; Zhou, Tingyu; Lu, Jiale; Zuo, Xingyan

Real-time shop floor operations improvement based on dynamic value stream mapping and hybrid simulation in Industry 4.0: an economic perspective 基于动态价值流图和混合仿真的工业4.0实时车间运营改进：经济视角

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

IF7.3

2025-04-04

PREAI

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

YOLOv8-SC: improving the YOLOv8 network for real-time detection of automotive coated surface defects YOLOv8-SC：改进YOLOv8网络以实现汽车涂层表面缺陷的实时检测

MEASUREMENT SCIENCE AND TECHNOLOGY

IF3.4

2025-02-14

PREAI

Ling, Lin; Zhu, Chuangman; Liu, Mingzhou; Hu, Jing; Zhang, Xi; Ge, Maogen

Numerical analysis of CO2 absorption characteristics in industrial flue gas mineralization spray tower reactor

SEPARATION AND PURIFICATION TECHNOLOGY

IF9

2025-02-01

PREAI

Wang, Chao; Liu, Mingzhou; Liu, Hongliang; Yang, Qiulin; Zhou, Chang-An; Song, Lei; Ma, Kui; Yue, Hairong

Graph reinforcement learning for flexible job shop scheduling under industrial demand response: A production and energy nexus perspective 工业需求响应下柔性作业车间调度的图强化学习: 生产和能源关系的视角

COMPUTERS & INDUSTRIAL ENGINEERING

IF6.5

2024-07-01

PREAI

Rui, Zhangjie; Zhang, Xi; Liu, Mingzhou; Ling, Lin; Wang, Xiaoqiao; Liu, Conghu; Sun, Mengyuan

Lightweight convolutional neural network for fast visual perception of storage location status in stereo warehouse

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2024-05-09

PREAI

Zhang, Liangrui; Zhang, Xi; Liu, Mingzhou

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

ADVANCED ENGINEERING INFORMATICS

IF9.9

2024-01-01

PREAI

Gong, Yu; Liu, Mingzhou; Wang, Xiaoqiao

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

APPLIED INTELLIGENCE

IF3.5

2023-12-12

PREAI

Gong, Yu; Liu, Mingzhou; Wang, Xiaoqiao; Liu, Conghu; Hu, Jing

Data-driven and Knowledge-based predictive maintenance method for industrial robots for the production stability of intelligent manufacturing 面向智能制造生产稳定性的工业机器人数据驱动和知识预测维护方法

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-12-01

PREAI

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

Older adults' intention to use voice assistants: Usability and emotional needs

HELIYON

IF3.6

2023-11-01

OAAI

Liu, Mingzhou; Wang, Caixia; Hu, Jing

研究方向