Ausgabe 4/2022
Inhalt (18 Artikel)
On reliability of reinforcement learning based production scheduling systems: a comparative survey
Constantin Waubert de Puiseau, Richard Meyes, Tobias Meisen
An estimation distribution algorithm for wave-picking warehouse management
Jingran Liang, Zhengning Wu, Chenye Zhu, Zhi-Hai Zhang
Surface roughness stabilization method based on digital twin-driven machining parameters self-adaption adjustment: a case study in five-axis machining
Zengya Zhao, Sibao Wang, Zehua Wang, Shilong Wang, Chi Ma, Bo Yang
A novel hybrid immune clonal selection algorithm for the constrained corridor allocation problem
Junqi Liu, Zeqiang Zhang, Feng Chen, Silu Liu, Lixia Zhu
Deep prototypical networks based domain adaptation for fault diagnosis
Huanjie Wang, Xiwei Bai, Jie Tan, Jiechao Yang
A real-time defective pixel detection system for LCDs using deep learning based object detectors
Aslı Çelik, Ayhan Küçükmanisa, Aydın Sümer, Aysun Taşyapı Çelebi, Oğuzhan Urhan
Prediction of cell viability in dynamic optical projection stereolithography-based bioprinting using machine learning
Heqi Xu, Qingyang Liu, Jazzmin Casillas, Mei Mcanally, Noshin Mubtasim, Lauren S. Gollahon, Dazhong Wu, Changxue Xu
Synthetic data augmentation for surface defect detection and classification using deep learning
Saksham Jain, Gautam Seth, Arpit Paruthi, Umang Soni, Girish Kumar
Dispatching method based on particle swarm optimization for make-to-availability
Robson Flavio Castro, Moacir Godinho-Filho, Roberto Fernandes Tavares-Neto
Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM
Rubén Medina, Jean Carlo Macancela, Pablo Lucero, Diego Cabrera, René-Vinicio Sánchez, Mariela Cerrada
A sequential resampling approach for imbalanced batch process fault detection in semiconductor manufacturing
Yi Zhang, Peng Peng, Chongdang Liu, Yanyan Xu, Heming Zhang
Machine learning integrated design for additive manufacturing
Jingchao Jiang, Yi Xiong, Zhiyuan Zhang, David W. Rosen
Heuristic based approach for short term production planning in highly automated customer oriented pallet production
Matthias Kaltenbrunner, Maria Anna Huka, Manfred Gronalt
Improving automated visual fault inspection for semiconductor manufacturing using a hybrid multistage system of deep neural networks
Tobias Schlosser, Michael Friedrich, Frederik Beuth, Danny Kowerko
Multi-objective optimisation of ultrasonically welded dissimilar joints through machine learning
Patrick G. Mongan, Vedant Modi, John W. McLaughlin, Eoin P. Hinchy, Ronan M. O’Higgins, Noel P. O’Dowd, Conor T. McCarthy
Machine learning with domain knowledge for predictive quality monitoring in resistance spot welding
Baifan Zhou, Tim Pychynski, Markus Reischl, Evgeny Kharlamov, Ralf Mikut
Layer-by-layer model-based adaptive control for wire arc additive manufacturing of thin-wall structures
Haochen Mu, Joseph Polden, Yuxing Li, Fengyang He, Chunyang Xia, Zengxi Pan
Correction to: An effective approach for the dual-resource flexible job shop scheduling problem considering loading and unloading
Xiuli Wu, Junjian Peng, Xiao Xiao, Shaomin Wu