1st Edition
Computational Techniques for Smart Manufacturing in Industry 5.0 Methods and Applications
Preface
Introduction to Computational Techniques for Smart 1 Manufacturing in Industry 5.0: Methods and Applications
Yishui Zhang, Rongyuan Wang, Mengna Hong, Zhenglei He, Zhenglei He and Kim Phuc Tran
Research and Application of Raw Paper Quality Prediction Model for Cardboard Papermaking Process
Jiwei Qian, Zhenglei He, Yi Man, Jigeng Li and Mengna Hong
Kriging Model Based Greenhouse Gas Emissions Model of Papermaking Wastewater Treatment Process
Hongze Zheng, Zhenglei He, Mengna Hong and Yi Man
Peculiarities of BPG-Based Automatic Lossy Compression of Noisy Images
Vladimir Lukin, Bogdan Kovalenko and Sergii Kryvenko, Victoriya Naumenko and Benoit Vozel
Recommendation and Design of Personalized Garments based on Intelligent Human-Product Interaction
Zhujun Wang, Xuyuan Tao, Xianyi Zeng, Yingmei Xing, Zhenzhen Xu and Pascal Bruniaux
A Probabilistic Neural Network-based Approach to Garment Fit Level Evaluation in 3D Digitalized Environment
Zhujun Wang, Yingmei Xing, Xianyi Zeng, Pascal Bruniaux and Xuyuan Tao
Explainable Machine Learning based Control Charts for High-Dimensional Non-Stationary Time Series Data in IoT Systems: Challenges, Methods, and Future Directions
Aamir Saghir, Kim Duc Tran and Kim Phuc Tran
Monitoring the Ratio of Two Normal Variables and Compositional Data: A Literature Review and Perspective
Thi Thuy Van Nguyen, Thi Hien Nguyen, Kim Duc Tran, C´edric Heuchenne and Kim Phuc Tranvi Computational Techniques for Smart Manufacturing in Industry 5.0
Energy Efficiency Scheduling of Flexible Flow Shop Using Group Technology
Zhiqiang Zeng, Le Gao, Zhiyong Hong and Wenyi Liang
Optimal Operation of Wind-solar-thermal Synergy Considering Carbon Trading and Energy Storage Systems
Chang Liu, Zhenglei He, Yi Man, Jigeng Li and Mengna Hong
Adaptive Dempster-Shafer Theory for Evidence-based Trust Models in Multiagent Systems
Xiangyao Liang, Ningkui Wang, Mengna Hong, Yi Man and Zhenglei He
Optimization Model of Raw Material Selection for Construction Material Manufacturing
Xiuli He, Rongyuan Wang, Mengna Hong and Zhenglei He
Research on Fault Diagnosis of Paper-making Industry based on Knowledge Graph
Qingyuan Zhang, Zhenglei He, Yi Man, Jigeng Li and Mengna Hong
Research on the Construction of Papermaking Process Model Based on Digital Twin
Yishui Zhang, Rongyuan Wang, Mengna Hong and Zhenglei He
Index
Biography
Kim Phuc Tran is a Senior Associate Professor of Artificial Intelligence and Data Science at the ENSAIT and the GEMTEX laboratory, University of Lille, France. He is an editor for several international journals such as IEEE Transactions on Intelligent Transportation Systems and Engineering Applications of Artificial Intelligence. His research interests include explainable and trustworthy Artificial Intelligence and its applications in Industry 5.0.
Zhenglei He is an Assistant Professor of Automation and Intelligent Manufacturing at the State Key Laboratory of Pulp and Paper Engineering, South China University of Technology, China. He holds a Ph.D. degree in Computer Engineering, Automation and Signal Processing from University of Lille, France. His research focuses on digital twin, knowledge graph, modelling, simulation, and optimization via AI for sustainable manufacturing. He has published more than 30 papers in SCIE peer-reviewed international journals and conferences.
