Ausgabe 4/2020
Inhalt (16 Artikel)
Real-time monitoring of high-power disk laser welding statuses based on deep learning framework
Yanxi Zhang, Deyong You, Xiangdong Gao, Congyi Wang, Yangjin Li, Perry P. Gao
Artificial intelligence planners for multi-head path planning of SwarmItFIX agents
Satheeshkumar Veeramani, Sreekumar Muthuswamy, Keerthi Sagar, Matteo Zoppi
A data-driven decision-making optimization approach for inconsistent lithium-ion cell screening
Chengbao Liu, Jie Tan, Xuelei Wang
Injection molding manufacturing process: review of case-based reasoning applications
Mohammad Reza Khosravani, Sara Nasiri
Machine learning technique for data-driven fault detection of nonlinear processes
Maroua Said, Khaoula ben Abdellafou, Okba Taouali
Image-based defect detection in lithium-ion battery electrode using convolutional neural networks
Olatomiwa Badmos, Andreas Kopp, Timo Bernthaler, Gerhard Schneider
A zero-shot learning method for fault diagnosis under unknown working loads
Yiping Gao, Liang Gao, Xinyu Li, Yuwei Zheng
Non-dominated sorting modified teaching–learning-based optimization for multi-objective machining of polytetrafluoroethylene (PTFE)
Elango Natarajan, Varadaraju Kaviarasan, Wei Hong Lim, Sew Sun Tiang, S. Parasuraman, Sangeetha Elango
Intelligent pulse analysis of high-speed electrical discharge machining using different RNNs
Xuexin Zhang, Yonghong Liu, Xinlei Wu, Zhenwei Niu
Tool wear predicting based on multi-domain feature fusion by deep convolutional neural network in milling operations
Zhiwen Huang, Jianmin Zhu, Jingtao Lei, Xiaoru Li, Fengqing Tian
An effective and automatic approach for parameters optimization of complex end milling process based on virtual machining
Hengyuan Ma, Wei Liu, Xionghui Zhou, Qiang Niu, Chuipin Kong
Mixed-layer adaptive slicing for robotic Additive Manufacturing (AM) based on decomposing and regrouping
Donghua Zhao, Weizhong Guo
Shop floor data-driven spatial–temporal verification for manual assembly planning
Wei Fang, Lianyu Zheng
On mining frequent chronicles for machine failure prediction
Chayma Sellami, Carlos Miranda, Ahmed Samet, Mohamed Anis Bach Tobji, François de Beuvron
Conductive particle detection via deep learning for ACF bonding in TFT-LCD manufacturing
Eryun Liu, Kangping Chen, Zhiyu Xiang, Jun Zhang
Time/sequence-dependent scheduling: the design and evaluation of a general purpose tabu-based adaptive large neighbourhood search algorithm
Lei He, Mathijs de Weerdt, Neil Yorke-Smith