Ausgabe 1/2024
Inhalt (26 Artikel)
Scientometric analysis and systematic review of smart manufacturing technologies applied to the 3D printing polymer material extrusion system
Miguel Castillo, Roberto Monroy, Rafiq Ahmad
Particle swarm optimization service composition algorithm based on prior knowledge
Hongbin Wang, Yang Ding, Hanchuan Xu
Online porosity prediction in laser welding of aluminum alloys based on a multi-fidelity deep learning framework
Deyuan Ma, Ping Jiang, Leshi Shu, Zhaoliang Gong, Yilin Wang, Shaoning Geng
Multi-agent reinforcement learning based on graph convolutional network for flexible job shop scheduling
Xuan Jing, Xifan Yao, Min Liu, Jiajun Zhou
Surface defect detection method for air rudder based on positive samples
Zeqing Yang, Mingxuan Zhang, Yingshu Chen, Ning Hu, Lingxiao Gao, Libing Liu, Enxu Ping, Jung Il Song
In-process prediction of weld penetration depth using machine learning-based molten pool extraction technique in tungsten arc welding
Daehyun Baek, Hyeong Soon Moon, Sang-Hu Park
State identification of a 5-axis ultra-precision CNC machine tool using energy consumption data assisted by multi-output densely connected 1D-CNN model
Zhicheng Xu, Vignesh Selvaraj, Sangkee Min
A semantic-driven tradespace framework to accelerate aircraft manufacturing system design
Xiaochen Zheng, Xiaodu Hu, Rebeca Arista, Jinzhi Lu, Jyri Sorvari, Joachim Lentes, Fernando Ubis, Dimitris Kiritsis
A spatio-temporal fault diagnosis method based on STF-DBN for reciprocating compressor
Huixin Tian, Qiangqiang Xu
A normal weld recognition method for time-of-flight diffraction detection based on generative adversarial network
Hongquan Jiang, Deyan Yang, Zelin Zhi, Qiangzheng Jing, Jianmin Gao, Chenyue Tao, Zhixiang Cheng
Enhancing wisdom manufacturing as industrial metaverse for industry and society 5.0
Xifan Yao, Nanfeng Ma, Jianming Zhang, Kesai Wang, Erfu Yang, Maurizio Faccio
Data-driven cymbal bronze alloy identification via evolutionary machine learning with automatic feature selection
Tales H. A. Boratto, Camila M. Saporetti, Samuel C. A. Basilio, Alexandre A. Cury, Leonardo Goliatt
Digital modeling-driven chatter suppression for thin-walled part manufacturing
Guo Zhou, Kai Zhou, Jing Zhang, Meng Yuan, Xiaohao Wang, Pingfa Feng, Min Zhang, Feng Feng
Intelligent inventory management with autonomation and service strategy
Bikash Koli Dey, Hyesung Seok
A quality improvement method for complex component fine manufacturing based on terminal laser beam deflection compensation
Dongxiang Hou, Xiaodong Wang, Qing Song, Xuesong Mei, Haicheng Wang
Interpolation-based virtual sample generation for surface roughness prediction
Wenwen Tian, Jiong Zhang, Fei Zhao, Xiaobing Feng, Xuesong Mei, Guangde Chen, Hao Wang
Dynamic spatial–temporal graph-driven machine remaining useful life prediction method using graph data augmentation
Chaoying Yang, Jie Liu, Kaibo Zhou, Xinyu Li
Cross-scale fusion and domain adversarial network for generalizable rail surface defect segmentation on unseen datasets
Shuai Ma, Kechen Song, Menghui Niu, Hongkun Tian, Yunhui Yan
In-situ prediction of machining errors of thin-walled parts: an engineering knowledge based sparse Bayesian learning approach
Hao Sun, Shengqiang Zhao, Fangyu Peng, Rong Yan, Lin Zhou, Teng Zhang, Chi Zhang
A novel automatic classification approach for micro-flaws on the large-aperture optics surface based on multi-light source fusion and integrated deep learning architecture
Zhaoyang Yin, Mingjun Chen, Linjie Zhao, Jian Cheng, Chao Tan, Xiaotao Li, Zhiyu Lin, Yankang Chen
Modeling spatial point processes in video-imaging via Ripley’s K-function: an application to spatter analysis in additive manufacturing
Bianca Maria Colosimo, Luca Pagani, Marco Grasso
Accelerating ultrashort pulse laser micromachining process comprehensive optimization using a machine learning cycle design strategy integrated with a physical model
Zhen Zhang, Zenan Yang, Chenchong Wang, Wei Xu