Ausgabe 4/2023
Inhalt (29 Artikel)
Automated guided vehicles position control: a systematic literature review
Wallace Pereira Neves dos Reis, Giselle Elias Couto, Orides Morandin Junior
Feature selection and domain adaptation for cross-machine product quality prediction
Yu Wang, Wei Cui, Nhu Khue Vuong, Zhenghua Chen, Yu Zhou, Min Wu
YDRSNet: an integrated Yolov5-Deeplabv3 + real-time segmentation network for gear pitting measurement
Dejun Xi, Yi Qin, Sijun Wang
A multiple position-based bi-branch model for structural defect inspection
Fangjun Wang, Zhouwang Yang, Zhangjin Huang, Yanzhi Song
A multitask context-aware approach for design lesson-learned knowledge recommendation in collaborative product design
Yongjun Ji, Zuhua Jiang, Xinyu Li, Yongwen Huang, Fuhua Wang
Enhanced Equilibrium Optimizer algorithm applied in job shop scheduling problem
Ying Sun, Jeng-Shyang Pan, Pei Hu, Shu-Chuan Chu
Few-shot fault diagnosis of rotating machinery with two-branch prototypical networks
Cuixia Jiang, Hao Chen, Qifa Xu, Xiangxiang Wang
Product quality prediction in pulsed laser cutting of silicon steel sheet using vibration signals and deep neural network
Andhi Indira Kusuma, Yi-Mei Huang
Fast and accurate prediction of temperature evolutions in additive manufacturing process using deep learning
Thinh Quy Duc Pham, Truong Vinh Hoang, Xuan Van Tran, Quoc Tuan Pham, Seifallah Fetni, Laurent Duchêne, Hoang Son Tran, Anne-Marie Habraken
A novel monitoring method of nanosecond laser scribing float glass with acoustic emission
Weinan Liu, Guojun Zhang, Yu Huang, Wenyuan Li, Youmin Rong, Ranwu Yang
Casting plate defect detection using motif discovery with minimal model training and small data sets
Amanjeet Singh Bhatia, Rado Kotorov, Lianhua Chi
Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations
Moncef Soualhi, Khanh T. P. Nguyen, Kamal Medjaher, Denis Lebel, David Cazaban
Correction to: Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations
Moncef Soualhi, Khanh T. P. Nguyen, Kamal Medjaher, Denis Lebel, David Cazaban
An improved artificial algae algorithm integrated with differential evolution for job-shop scheduling problem
Abdelmonem M. Ibrahim, Mohamed A. Tawhid
SPRBF-ABLS: a novel attention-based broad learning systems with sparse polynomial-based radial basis function neural networks
Jing Wang, Shubin Lyu, C. L. Philip Chen, Huimin Zhao, Zhengchun Lin, Pingsheng Quan
Hybrid data augmentation method for combined failure recognition in rotating machines
Dionísio H. C. S. S. Martins, Amaro A. de Lima, Milena F. Pinto, Douglas de O. Hemerly, Thiago de M. Prego, Fabrício L. e Silva, Luís Tarrataca, Ulisses A. Monteiro, Ricardo H. R. Gutiérrez, Diego B. Haddad
An LSTM-autoencoder based online side channel monitoring approach for cyber-physical attack detection in additive manufacturing
Zhangyue Shi, Abdullah Al Mamun, Chen Kan, Wenmeng Tian, Chenang Liu
Improved multi-core arithmetic optimization algorithm-based ensemble mutation for multidisciplinary applications
Laith Abualigah, Ali Diabat
An end-to-end welding defect detection approach based on titanium alloy time-of-flight diffraction images
Zelin Zhi, Hongquan Jiang, Deyan Yang, Jianmin Gao, Quansheng Wang, Xiaoqiao Wang, Jingren Wang, Yongxiang Wu
Enhanced cuckoo search algorithm for industrial winding process modeling
Malik Braik, Alaa Sheta, Heba Al-Hiary, Sultan Aljahdali
Deep graph feature learning-based diagnosis approach for rotating machinery using multi-sensor data
Kaibo Zhou, Chaoying Yang, Jie Liu, Qi Xu
Predicting part distortion field in additive manufacturing: a data-driven framework
Osama Aljarrah, Jun Li, Alfa Heryudono, Wenzhen Huang, Jing Bi
Automated surface defect detection framework using machine vision and convolutional neural networks
Swarit Anand Singh, K. A. Desai
Robust modeling method for thermal error of CNC machine tools based on random forest algorithm
Mengrui Zhu, Yun Yang, Xiaobing Feng, Zhengchun Du, Jianguo Yang
A novel process planning method of 3 + 2-axis additive manufacturing for aero-engine blade based on machine learning
Chenglin Li, Baohai Wu, Zhao Zhang, Ying Zhang
Data-driven product configuration improvement and product line restructuring with text mining and multitask learning
Zhen-Yu Chen, Xin-Li Liu, Li-Ping Yin