Ausgabe 3/2023
Inhalt (28 Artikel)
Reinforcement learning applications to machine scheduling problems: a comprehensive literature review
Behice Meltem Kayhan, Gokalp Yildiz
Artificial intelligence application in fault diagnostics of rotating industrial machines: a state-of-the-art review
Vikas Singh, Purushottam Gangsar, Rajkumar Porwal, A. Atulkar
Maximum angle evolutionary selection for many-objective optimization algorithm with adaptive reference vector
Zhijian Xiong, Jingming Yang, Zhiwei Zhao, Yongqiang Wang, Zhigang Yang
Application of artificial intelligence techniques in incremental forming: a state-of-the-art review
Aniket Nagargoje, Pavan Kumar Kankar, Prashant Kumar Jain, Puneet Tandon
Integrated approaches of BWM-QFD and FUCOM-QFD for improving weighting solution of design matrix
Hamid Reza Fazeli, Qingjin Peng
Business networks of women entrepreneurs: an analysis of the expectation and reality of factors that affect trust in a business network
Juliana Moletta, Gustavo Dambiski Gomes de Carvalho, Revenli Fernanda do Nascimento, Bertiene Maria Lack Barboza, Luis Mauricio Resende, Joseane Pontes
Analysis of link failures and recoveries on 6to4 tunneling network with different routing protocol
Neha Jain, Ashish Payal, Aarti Jain
Energy-time tradeoffs for remanufacturing system scheduling using an invasive weed optimization algorithm
Wenjie Wang, Guangdong Tian, Gang Yuan, Duc Truong Pham
Probabilistic predictive control of porosity in laser powder bed fusion
Paromita Nath, Sankaran Mahadevan
A novel transfer learning framework for chatter detection using convolutional neural networks
Hakki Ozgur Unver, Batihan Sener
Reference training system for intelligent manufacturing talent education: platform construction and curriculum development
Shuting Wang, Jie Meng, Yuanlong Xie, Liquan Jiang, Han Ding, Xinyu Shao
Towards industry 4.0 in practice: a novel RFID-based intelligent system for monitoring and optimisation of production systems
Diego Augusto de Jesus Pacheco, Carlos Fernando Jung, Marcelo Cunha de Azambuja
Machine learning aided design of conformal cooling channels for injection molding
Zhenyang Gao, Guoying Dong, Yunlong Tang, Yaoyao Fiona Zhao
Fourth-party logistics network design with service time constraint under stochastic demand
Mingqiang Yin, Min Huang, Xiaohu Qian, Dazhi Wang, Xingwei Wang, Loo Hay Lee
Method for fusion of neighborhood rough set and XGBoost in welding process decision-making
Kainan Guan, Guang Yang, Liang Du, Zhengguang Li, Xinhua Yang
Data-driven models for predictions of geometric characteristics of bead fabricated by selective laser melting
Thai Le-Hong, Pai Chen Lin, Jian-Zhong Chen, Thinh Duc Quy Pham, Xuan Van Tran
Real-time laser keyhole welding penetration state monitoring based on adaptive fusion images using convolutional neural networks
Wang Cai, Ping Jiang, LeShi Shu, ShaoNing Geng, Qi Zhou
Autonomous VOs management based on industry 4.0: a systematic literature review
Cindy-Pamela Lopez, Jose Aguilar, Marco Santorum
Recognizing defects in stainless steel welds based on multi-domain feature expression and self-optimization
Rui Zhang, Na Zhao, Liuhu Fu, Xiaolu Bai, Jianghui Cai
Simulation and deep reinforcement learning for adaptive dispatching in semiconductor manufacturing systems
Ahmed H. Sakr, Ayman Aboelhassan, Soumaya Yacout, Samuel Bassetto
A hybrid prognosis approach for life prediction of gears subjected to progressive pitting failure mode
Pradeep Kundu, Makarand S.Kulkarni, Ashish K.Darpe
A context-aware recommendation system for improving manufacturing process modeling
Jiaxing Wang, Sibin Gao, Zhejun Tang, Dapeng Tan, Bin Cao, Jing Fan
An ontology model for maintenance strategy selection and assessment
Juan José Montero Jiménez, Rob Vingerhoeds, Bernard Grabot, Sébastien Schwartz
RFID systems optimisation through the use of a new RFID network planning algorithm to support the design of receiving gates
Henriette Knapp, Giovanni Romagnoli
Texture surface defect detection of plastic relays with an enhanced feature pyramid network
Feng Huang, Ben-wu Wang, Qi-peng Li, Jun Zou
Autoencoder-based anomaly detection of industrial robot arm using stethoscope based internal sound sensor
Huitaek Yun, Hanjun Kim, Young Hun Jeong, Martin B. G. Jun
Welding monitoring and defect detection using probability density distribution and functional nonparametric kernel classifier
Abdallah Amine Melakhsou, Mireille Batton-Hubert