Articles

Situ-HMARL: A Situation-Based Hierarchical Multi-Agent Reinforcement Learning Adaptive Defense Framework for Industrial Internet of Things Security

Xingke Zhu, Zhiyong Zhang*, Haonan Wang, Bin Liu
Open Access PDF

1-12

DOI: https://doi.org/10.63646/ECLS4531

Digital Twin-Empowered Intelligent Monitoring and Decision Support for Food Fermentation Using SCSO-Optimized CNN-BiLSTM with Attention Mechanism

Junchao Zhou, Xuan Liu*, Mingzhe Wang, Fei Zhang, Lihua Chen
Open Access PDF

13-24

DOI: https://doi.org/10.63646/YROY8100

MDP-MAPPO: Multi-Drone Path Planning with Multi-Agent Proximal Policy Optimization for Digital Twin-Assisted Vehicular Edge Computing

Tariq Mahmood*, Syed Ali Hassan, Adnan Akhunzada, Zubair Ahmad
Open Access PDF

25-34

DOI: https://doi.org/10.63646/CJKU3202

MTLD-CS: Multi-Task Deep Learning-Based Fault Diagnosis Integrating Interpretable Classification and Sparse Waveform Segmentation for Mechanical Systems

Hao Li, Jinyang Jiao*
Open Access PDF

35-46

DOI: https://doi.org/10.63646/BQTA6240

UAV Hyperspectral Imaging and Transformer-Based Semantic Segmentation for Multi-Class Wheat Disease Stress Detection in Precision Agriculture

Yinyan Shi, Qiang Chen, Chuang Xia, Chuang Xia, Xiaochan Wang*, Xuekai Huang, Kenji Tanaka, Hiroshi Yamamoto
Open Access PDF

47-60

DOI: https://doi.org/10.63646/QBBZ7678

Probabilistic Demand Forecasting for Intelligent Industrial Convergence: An Enhanced Informer-GRQLSTM Framework for Multi-Category Supply Chains

Haosu Zhang*
Open Access PDF

61-74

DOI: https://doi.org/10.63646/QCEJ4884

Industrial Edge LLM Safety for Smart Manufacturing: Self-Supervised Deception Monitoring in Cyber-Physical Production Systems

Wei Zhang, Jianhua Liu, Mingfei Chen*
Open Access PDF

75-93

DOI: https://doi.org/10.63646/MDYI1544

Equal-Term Exchange Mechanisms for Industrial Digital Twins and Tokenized Manufacturing Assets

Aizat Rahman, Nurul Hidayah Ismail*, Faridah Musa, Hafiz Zainal, Mei Ling Tan
Open Access PDF

94-115

DOI: https://doi.org/10.63646/ZCGO4599

Cryptographic Provenance for Resilient Factory Operationsand Manufacturing Value Chains

Wei Zhang, Hong Liang, Jianguo Li*
Open Access PDF

116-132

DOI: https://doi.org/10.63646/HBTN4211