Issue 6/2023
Content (20 Articles)
A systematic literature review on recent trends of machine learning applications in additive manufacturing
Md Doulotuzzaman Xames, Fariha Kabir Torsha, Ferdous Sarwar
A novel vision-based method for loosening detection of marked T-junction pipe fittings integrating GAN-based segmentation and SVM-based classification algorithms
Xinjian Deng, Jianhua Liu, Hao Gong, Jiayu Huang
A machining feature recognition approach based on hierarchical neural network for multi-feature point cloud models
Xinhua Yao, Di Wang, Tao Yu, Congcong Luan, Jianzhong Fu
Industrial system working condition identification using operation-adjusted hidden Markov model
Jinwen Sun, Akash Deep, Shiyu Zhou, Dharmaraj Veeramani
DRKPCA-VBGMM: fault monitoring via dynamically-recursive kernel principal component analysis with variational Bayesian Gaussian mixture model
Meiling Cai, Yaqin Shi, Jinping Liu, Jean Paul Niyoyita, Hadi Jahanshahi, Ayman A. Aly
Conceptual design of product structures based on WordNet hierarchy and association relation
Yanlin Shi, Qingjin Peng
Toward online layer-wise surface morphology measurement in additive manufacturing using a deep learning-based approach
Chenang Liu, Rongxuan Raphael Wang, Ian Ho, Zhenyu James Kong, Christopher Williams, Suresh Babu, Chase Joslin
Correction to: Toward online layer-wise surface morphology measurement in additive manufacturing using a deep learning-based approach
Chenang Liu, Rongxuan Raphael Wang, Ian Ho, Zhenyu James Kong, Christopher Williams, Suresh Babu, Chase Joslin
Boosted Harris Hawks gravitational force algorithm for global optimization and industrial engineering problems
Laith Abualigah, Ali Diabat, Davor Svetinovic, Mohamed Abd Elaziz
Smart classification method to detect irregular nozzle spray patterns inside carbon black reactor using ensemble transfer learning
Sung-Mook Oh, Jin Park, Jinsun Yang, Young-Gyun Oh, Kyung-Woo Yi
Automatic color pattern recognition of multispectral printed fabric images
Jie Zhang, Pengpeng Yao, Hochung Wu, John H. Xin
Digital Twin and web services for robotic deburring in intelligent manufacturing
Liliana Stan, Adrian Florin Nicolescu, Cristina Pupăză, Gabriel Jiga
RBD-Net: robust breakage detection algorithm for industrial leather
Rong Luo, Ruihu Chen, Fengting Jia, Biru Lin, Jie Liu, Yafei Sun, Xinbo Yang, Weikuan Jia
IPPE-PCR: a novel 6D pose estimation method based on point cloud repair for texture-less and occluded industrial parts
Wei Qin, Qing Hu, Zilong Zhuang, Haozhe Huang, Xiaodan Zhu, Lin Han
Improving the functional performances for product family by mining online reviews
Chao He, Zhongkai Li, Dengzhuo Liu, Guangyu Zou, Shuai Wang
A nesting optimization method based on digital contour similarity matching for additive manufacturing
Yizhe Yang, Bingshan Liu, Haochen Li, Xin Li, Gong Wang, Shan Li
Part family formation method for delayed reconfigurable manufacturing system based on machine learning
Sihan Huang, Guoxin Wang, Shiqi Nie, Bin Wang, Yan Yan