Ausgabe 2/2023
Inhalt (28 Artikel)
Challenges of modeling and analysis in cybermanufacturing: a review from a machine learning and computation perspective
SungKu Kang, Ran Jin, Xinwei Deng, Ron S. Kenett
An assembly timing planning method based on knowledge and mixed integer linear programming
Jiahui Qian, Zhijing Zhang, Lingling Shi, Dan Song
A data-driven method for performance analysis and improvement in production systems with quality inspection
Jun-Qiang Wang, Yun-Lei Song, Peng-Hao Cui, Yang Li
Correction to: A data-driven method for performance analysis and improvement in production systems with quality inspection
Jun-Qiang Wang, Yun-Lei Song, Peng-Hao Cui, Yang Li
Scheduling of a class of partial routing FMS in uncertain environments with beam search
G. Cherif, E. Leclercq, D. Lefebvre
A novel parallel classification network for classifying three-dimensional surface with point cloud data
Chen Zhao, Shichang Du, Jun Lv, Yafei Deng, Guilong Li
A variational autoencoder for a semiconductor fault detection model robust to process drift due to incomplete maintenance
Youngju Kim, Hoyeop Lee, Chang Ouk Kim
Collaborative knowledge management to identify data analytics opportunities in additive manufacturing
Hyunseop Park, Hyunwoong Ko, Yung-tsun Tina Lee, Shaw Feng, Paul Witherell, Hyunbo Cho
A data-driven method of selective disassembly planning at end-of-life under uncertainty
Yicong Gao, Shanhe Lou, Hao Zheng, Jianrong Tan
Deep transfer learning based on dynamic domain adaptation for remaining useful life prediction under different working conditions
Han Cheng, Xianguang Kong, Qibin Wang, Hongbo Ma, Shengkang Yang, Gaige Chen
An individualized system of skeletal data-based CNN classifiers for action recognition in manufacturing assembly
Md. Al-Amin, Ruwen Qin, Md Moniruzzaman, Zhaozheng Yin, Wenjin Tao, Ming C. Leu
A data-driven workflow for evaporation performance degradation analysis: a full-scale case study in the herbal medicine manufacturing industry
Sheng Zhang, Xinyuan Xie, Haibin Qu
A hybrid off-line/on-line quality control approach for real-time monitoring of high-density datasets
Romina Dastoorian, Lee J. Wells
In-situ monitoring laser based directed energy deposition process with deep convolutional neural network
Jiqian Mi, Yikai Zhang, Hui Li, Shengnan Shen, Yongqiang Yang, Changhui Song, Xin Zhou, Yucong Duan, Junwen Lu, Haibo Mai
Self learning-empowered thermal error control method of precision machine tools based on digital twin
Chi Ma, Hongquan Gui, Jialan Liu
Predicting the quality of a machined workpiece with a variational autoencoder approach
Antoine Proteau, Antoine Tahan, Ryad Zemouri, Marc Thomas
Voxel-based sensor placement for additive manufacturing applications
Nuwan Munasinghe, Thomas Romeijn, Gavin Paul
Design and application of digital twin system for the blade-rotor test rig
Jian-Guo Duan, Tian-Yu Ma, Qing-Lei Zhang, Zhen Liu, Ji-Yun Qin
Knowledge-driven framework for industrial robotic systems
Timon Hoebert, Wilfried Lepuschitz, Markus Vincze, Munir Merdan
Adaptive obstacle avoidance in path planning of collaborative robots for dynamic manufacturing
Yudie Hu, Yuqi Wang, Kaixiong Hu, Weidong Li
Part machining feature recognition based on a deep learning method
Fangwei Ning, Yan Shi, Maolin Cai, Weiqing Xu
A hybrid evolutionary algorithm approach for estimating the throughput of short reliable approximately balanced production lines
Konstantinos S. Boulas, Georgios D. Dounias, Chrissoleon T. Papadopoulos
In situ quality inspection with layer-wise visual images based on deep transfer learning during selective laser melting
Jingchang Li, Qi Zhou, Xufeng Huang, Menglei Li, Longchao Cao
Automatic recognition of hot spray marking dot-matrix characters for steel-slab industry
Junhui Ge, Licheng Liu, Junxi Sun, Hong Zhao, Langming Zhou, Tianle Cheng, Changyan Xiao
An approach for tool wear prediction using customized DenseNet and GRU integrated model based on multi-sensor feature fusion
Xianli Liu, Bowen Zhang, Xuebing Li, Shaoyang Liu, Caixu Yue, Steven Y. Liang
Retraction Note: Visual sensor intelligent module based image transmission in industrial manufacturing for monitoring and manipulation problems
Bilal S. A. Alhayani, Haci llhan