Scientometric analysis and systematic review of smart manufacturing technologies applied to the 3D printing polymer material extrusion system Miguel CastilloRoberto MonroyRafiq Ahmad ReviewPaper 10 November 2022 Pages: 3 - 33
Particle swarm optimization service composition algorithm based on prior knowledge Hongbin WangYang DingHanchuan Xu OriginalPaper 01 October 2022 Pages: 35 - 53
Online porosity prediction in laser welding of aluminum alloys based on a multi-fidelity deep learning framework Deyuan MaPing JiangShaoning Geng OriginalPaper 07 October 2022 Pages: 55 - 73
Multi-agent reinforcement learning based on graph convolutional network for flexible job shop scheduling Xuan JingXifan YaoJiajun Zhou OriginalPaper 12 October 2022 Pages: 75 - 93
Surface defect detection method for air rudder based on positive samples Zeqing YangMingxuan ZhangJung Il Song OriginalPaper 12 October 2022 Pages: 95 - 113
Material removal rate prediction in chemical mechanical planarization with conditional probabilistic autoencoder and stacking ensemble learning Yupeng WeiDazhong Wu OriginalPaper 14 October 2022 Pages: 115 - 127
In-process prediction of weld penetration depth using machine learning-based molten pool extraction technique in tungsten arc welding Daehyun BaekHyeong Soon MoonSang-Hu Park OriginalPaper 14 October 2022 Pages: 129 - 145
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 XuVignesh SelvarajSangkee Min OriginalPaper 15 October 2022 Pages: 147 - 160
A digital twin-based framework for selection of grinding conditions towards improved productivity and part quality Hamid JamshidiErhan Budak OriginalPaper 20 October 2022 Pages: 161 - 173
A semantic-driven tradespace framework to accelerate aircraft manufacturing system design Xiaochen ZhengXiaodu HuDimitris Kiritsis OriginalPaper 25 October 2022 Pages: 175 - 198
A spatio-temporal fault diagnosis method based on STF-DBN for reciprocating compressor Huixin TianQiangqiang Xu OriginalPaper 26 October 2022 Pages: 199 - 216
A normal weld recognition method for time-of-flight diffraction detection based on generative adversarial network Hongquan JiangDeyan YangZhixiang Cheng OriginalPaper 28 October 2022 Pages: 217 - 233
Enhancing wisdom manufacturing as industrial metaverse for industry and society 5.0 Xifan YaoNanfeng MaMaurizio Faccio OriginalPaper 01 November 2022 Pages: 235 - 255
Data-driven cymbal bronze alloy identification via evolutionary machine learning with automatic feature selection Tales H. A. BorattoCamila M. SaporettiLeonardo Goliatt OriginalPaper 02 November 2022 Pages: 257 - 273
Integrated circuit probe card troubleshooting based on rough set theory for advanced quality control and an empirical study Chen-Fu ChienHsin-Jung Wu OriginalPaper 03 November 2022 Pages: 275 - 287
Digital modeling-driven chatter suppression for thin-walled part manufacturing Guo ZhouKai ZhouFeng Feng OriginalPaper 09 November 2022 Pages: 289 - 305
Intelligent inventory management with autonomation and service strategy Bikash Koli DeyHyesung Seok OriginalPaper 10 November 2022 Pages: 307 - 330
A quality improvement method for complex component fine manufacturing based on terminal laser beam deflection compensation Dongxiang HouXiaodong WangHaicheng Wang OriginalPaper 12 November 2022 Pages: 331 - 341
Interpolation-based virtual sample generation for surface roughness prediction Wenwen TianJiong ZhangHao Wang OriginalPaper 12 November 2022 Pages: 343 - 353
Dynamic spatial–temporal graph-driven machine remaining useful life prediction method using graph data augmentation Chaoying YangJie LiuXinyu Li OriginalPaper 22 November 2022 Pages: 355 - 366
Cross-scale fusion and domain adversarial network for generalizable rail surface defect segmentation on unseen datasets Shuai MaKechen SongYunhui Yan OriginalPaper 27 November 2022 Pages: 367 - 386
In-situ prediction of machining errors of thin-walled parts: an engineering knowledge based sparse Bayesian learning approach Hao SunShengqiang ZhaoChi Zhang OriginalPaper 27 November 2022 Pages: 387 - 411
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 YinMingjun ChenYankang Chen OriginalPaper 27 November 2022 Pages: 413 - 428
Modeling spatial point processes in video-imaging via Ripley’s K-function: an application to spatter analysis in additive manufacturing Bianca Maria ColosimoLuca PaganiMarco Grasso OriginalPaper Open access 28 November 2022 Pages: 429 - 447
Accelerating ultrashort pulse laser micromachining process comprehensive optimization using a machine learning cycle design strategy integrated with a physical model Zhen ZhangZenan YangWei Xu OriginalPaper 01 December 2022 Pages: 449 - 465
