Issue 8/2020
Content (17 Articles)
Real-time defect detection network for polarizer based on deep learning
Ruizhen Liu, Zhiyi Sun, Anhong Wang, Kai Yang, Yin Wang, Qianlai Sun
Activation functions selection for BP neural network model of ground surface roughness
Yuhang Pan, Yonghao Wang, Ping Zhou, Ying Yan, Dongming Guo
The architecture development of Industry 4.0 compliant smart machine tool system (SMTS)
Byeongwoo Jeon, Joo-Sung Yoon, Jumyung Um, Suk-Hwan Suh
Wafer map defect pattern classification based on convolutional neural network features and error-correcting output codes
Cheng Hao Jin, Hyun-Jin Kim, Yongjun Piao, Meijing Li, Minghao Piao
Swarm intelligence based centralized clustering: a novel solution
Cosmena Mahapatra, Ashish Payal, Meenu Chopra
Analysis of production cycle-time distribution with a big-data approach
Xu Tan, Lining Xing, Zhaoquan Cai, Gaige Wang
Unsupervised rotating machinery fault diagnosis method based on integrated SAE–DBN and a binary processor
Jialin Li, Xueyi Li, David He, Yongzhi Qu
Towards an automated decision support system for the identification of additive manufacturing part candidates
Sheng Yang, Thomas Page, Ying Zhang, Yaoyao Fiona Zhao
Nonlinear time-series modeling of feed drive system based on motion states classification
Yakun Jiang, Jihong Chen, Huicheng Zhou, Jianzhong Yang, Guangda Xu
A research survey: heuristic approaches for solving multi objective flexible job shop problems
Alper Türkyılmaz, Özlem Şenvar, İrem Ünal, Serol Bulkan
Pricing strategy and system performance in a cloud-based manufacturing system built on blockchain technology
Xiaobao Zhu, Jing Shi, Fengjie Xie, Rouqi Song
Quality analysis in metal additive manufacturing with deep learning
Xiang Li, Xiaodong Jia, Qibo Yang, Jay Lee
Various realization methods of machine-part classification based on deep learning
Fangwei Ning, Yan Shi, Maolin Cai, Weiqing Xu
Two-sided matching decision-making model with hesitant fuzzy preference information for configuring cloud manufacturing tasks and resources
Baodong Li, Yu Yang, Jiafu Su, Zhichao Liang, Sheng Wang
Design optimization by integrating limited simulation data and shape engineering knowledge with Bayesian optimization (BO-DK4DO)
Jia Hao, Mengying Zhou, Guoxin Wang, Liangyue Jia, Yan Yan
Real-time task processing for spinning cyber-physical production systems based on edge computing
Shiyong Yin, Jinsong Bao, Jie Zhang, Jie Li, Junliang Wang, Xiaodi Huang
Intelligent decision making for service and manufacturing industries
Junwei Wang, Su Xiu Xu, Gangyan Xu