Issue 7/2023
Content (20 Articles)
Measuring manufacturing system complexity: a literature review
Germán Herrera Vidal, Jairo R. Coronado-Hernández, Claudia Minnaard
Knowledge-embedded machine learning and its applications in smart manufacturing
Farzam Farbiz, Mohd Salahuddin Habibullah, Brahim Hamadicharef, Tomasz Maszczyk, Saurabh Aggarwal
Shape regulation of tapered microchannels in silica glass ablated by femtosecond laser with theoretical modeling and machine learning
Kai Liao, Wenjun Wang, Xuesong Mei, Wenwen Tian, Hai Yuan, Mingqiong Wang, Bozhe Wang
Cascaded foreign object detection in manufacturing processes using convolutional neural networks and synthetic data generation methodology
Jixiang Tang, Huan Zhou, Tiankui Wang, Zhenxun Jin, Youli Wang, Xuanyin Wang
A new differentiable architecture search method for optimizing convolutional neural networks in the digital twin of intelligent robotic grasping
Weifei Hu, Jinyi Shao, Qing Jiao, Chuxuan Wang, Jin Cheng, Zhenyu Liu, Jianrong Tan
The integrated process planning and scheduling of flexible job-shop-type remanufacturing systems using improved artificial bee colony algorithm
Wenkang Zhang, Yufan Zheng, Rafiq Ahmad
Foreign objects detection using deep learning techniques for graphic card assembly line
R. J. Kuo, Faisal Fuad Nursyahid
Deep generative model with time series-image encoding for manufacturing fault detection in die casting process
Jiyoung Song, Young Chul Lee, Jeongsu Lee
Optimizing semiconductor processing open tube furnace performance: comparative analysis of PI and Mamdani fuzzy-PI controllers
Wesley Beccaro, Carlos A. S. Ramos, Silvio X. Duarte
Federated learning-based collaborative manufacturing for complex parts
Tianchi Deng, Yingguang Li, Xu Liu, Lihui Wang
A digital apprentice for chatter detection in machining via human–machine interaction
Xiaoliang Yan, Shreyes Melkote, Anant Kumar Mishra, Sudhir Rajagopalan
Combining human guidance and structured task execution during physical human–robot collaboration
Jonathan Cacace, Riccardo Caccavale, Alberto Finzi, Riccardo Grieco
Automated manufacturability analysis in smart manufacturing systems: a signature mapping method for product-centered digital twins
Kaishu Xia, Thorsten Wuest, Ramy Harik
Evaluation of the reliability of resistance spot welding control via on-line monitoring of dynamic resistance
Sergey Butsykin, Anton Gordynets, Alexey Kiselev, Mikhail Slobodyan
A layer-wise neural network for multi-item single-output quality estimation
Edward K. Y. Yapp, Abhishek Gupta, Xiang Li
Data-manifold-based monitoring and anomaly diagnosis for manufacturing process
Faping Zhang, Jialun Zhang, Junjiu Ma
An adaptive feature reconstruction network for the precise segmentation of surface defects on printed circuit boards
Danqing Kang, Jianhuang Lai, Junyong Zhu, Yu Han