A review of advances in 3D and 4D bioprinting: toward mass individualization paradigm Tariku Sinshaw TamirFrehiwot Bayelign TeferiQiang Liu ReviewPaper 03 December 2024
Discovering Granger causality with convolutional neural networks Oktay SahinogluAyca Kumluca TopalliIhsan Topalli OriginalPaper 01 December 2024
A novel unsupervised graph wavelet autoencoder for mechanical system fault detection Tianfu LiChuang SunXuefeng Chen OriginalPaper 29 November 2024
Enhanced prediction accuracy in high-speed grinding of brittle materials using advanced machine learning techniques Sangkyoung LeeZhuoxiao ChenHan Huang OriginalPaper 29 November 2024
Machine learning-based non-destructive method for identifying defect causes in OLED displays to enhance productivity Jun Hee HanYoonseob JeongSooyoung Yoon OriginalPaper 28 November 2024
Deep reinforcement learning-based energy-aware disassembly planning for end-of-life products with stimuli-activated self-disassembly Di WangJing ZhaoLin Li OriginalPaper 28 November 2024
A systematic online update method for reduced-order-model-based digital twin Yifan TangPouyan SajadiG. Gary Wang OriginalPaper 27 November 2024
Time series fault prediction via dual enhancement Yi WangWencong XuHeming Zhang ReviewPaper 27 November 2024
A high-precision in-situ monitoring system for laser directed energy deposition melt pool 3D morphology based on deep learning Huaping LiLin HuYu Long OriginalPaper 26 November 2024
Identification of sensors in smart manufacturing via mutually exclusive multiple time series classification Alberto CeselliGiuseppe De MartinoMarco Premoli OriginalPaper 25 November 2024
Computer vision-enabled real-time job hazard analysis for safe human–robot collaboration in disassembly tasks Morteza Jalali AlenjareghiSamira KeivanpourSabrina Jocelyn OriginalPaper 24 November 2024
Camera-based safety system for collaborative assembly Elvira ChebotarevaMaksim MustafinEvgeni Magid OriginalPaper 22 November 2024
Dense detection algorithm for ceramic tile defects based on improved YOLOv8 Mei YuYuxin LiBenliang Xie OriginalPaper 21 November 2024
Proposing a cross-correlational-gated recurrent unit neural network for engine block assembly action recognition Davar Giveki OriginalPaper 21 November 2024
Manufacturing process energy consumption modeling: a methodology to identify the most appropriate model Henry Ekwaro-OsireDennis BodeKlaus-Dieter Thoben OriginalPaper Open access 20 November 2024
Optimization of buffer design for mixed-model sequential production line based on simulation and reinforcement learning Jonghwan ChoiJisoo ParkJu Yeon Lee OriginalPaper 20 November 2024
A physics-guided deep generative model for predicting melt pool behavior in laser powder bed fusion additive manufacturing Jaehyuk KimZhuo YangYan Lu OriginalPaper Open access 14 November 2024
Exploring the applications of natural language processing and language models for production, planning, and control activities of SMEs in industry 4.0: a systematic literature review Bourdin MathieuNeumann AnasLamouri Samir ReviewPaper 13 November 2024
Dual-sided co-machining scheme optimization for thin-wall components with complex geometry Xiangyu GuoRui WangXun Xu OriginalPaper 09 November 2024
Concurrent nonstationary process analysis model and its application in nonstationary process monitoring Yun WangGuang ChenLingjian Ye OriginalPaper 06 November 2024
The Meta Holonic Management Tree: review, steps, and roadmap to industrial Cybernetics 5.0 Massimiliano PiraniAlessandro CarbonariLuca Spalazzi ReviewPaper Open access 04 November 2024
Anomaly detection for composite manufacturing using AI models Deepak KumarPragathi Chan AgraharamSirish Namilae OriginalPaper 04 November 2024
Online simulation task scheduling in cloud manufacturing with cross attention and deep reinforcement learning Zhen ChenLin ZhangFei Wang OriginalPaper 04 November 2024
Frequency informed convolutional autoencoder for in situ anomaly detection in wire arc additive manufacturing Giulio MatteraMario VozzaZengxi Pan OriginalPaper 02 November 2024
A review of the bat algorithm and its varieties for industrial applications Thi-Kien DaoTrong-The Nguyen ReviewPaper 01 November 2024
Editorial for the special issue: AI and data-driven decisions in manufacturing Alexandre DolguiHichem Haddou BenderbalSimon Thevenin Editorial 25 October 2024 Pages: 3599 - 3604
An automatic detecting method for multi-scale foreign object debris in civil aircraft manufacturing and assembly scenario Minghao YuQijie ZhaoLilan Liu OriginalPaper 25 October 2024
ReflowNet: ConvLSTM-based direct reflow oven recipe optimization framework Jun KataokaAbdelrahman FarragDaehan Won OriginalPaper 22 October 2024
Unsupervised reward engineering for reinforcement learning controlled manufacturing Thomas HirtzHe TianTian-Ling Ren OriginalPaper 22 October 2024
A novel extension model for predicting the friction coefficient of fluorinated ethylene propylene based on temporal convolutional networks expansion algorithms Jiayu LiaoHonghao ZhaoFei Guo OriginalPaper 14 October 2024
A digital twin of intelligent robotic grasping based on single-loop-optimized differentiable architecture search and sim-real collaborative learning Qing JiaoWeifei HuJianrong Tan OriginalPaper 14 October 2024
Online prediction of composite material drilling quality based on multi-sensor fusion Wei Liu·Jiacheng CuiYang Zhang OriginalPaper 14 October 2024
Knowledge graph-enhanced multi-agent reinforcement learning for adaptive scheduling in smart manufacturing Zhaojun QinYuqian Lu OriginalPaper Open access 13 October 2024
Vision-centric 3D point cloud technique and custom gripper process for parcel depalletisation Seongje KimKwang-Hee LeeJonghun Yoon OriginalPaper 06 October 2024
Towards AI driven surface roughness evaluation in manufacturing: a prospective study Sourish GhoshRicardo KnoblauchCosimi Corleto ReviewPaper Open access 03 October 2024
Welding defects recognition based on DCP-MobileViT network Yue ZhangQiang Zhan OriginalPaper 03 October 2024
Best practices for machine learning strategies aimed at process parameter development in powder bed fusion additive manufacturing Najmeh SamadianiAmanda S. BarnardNajmeh Fayyazifar ReviewPaper Open access 01 October 2024
Deep convolutional neural network object net model based cognitive digital twin for trust in human–robot collaborative manufacturing A. RamkumarGopinath Balasubramanian OriginalPaper 01 October 2024
Adaptive fabrication of material extrusion-AM process using machine learning algorithms for print process optimization S. SridharK. VenkateshR. Venkatraman OriginalPaper 30 September 2024
A feature extraction method for intelligent chatter detection in the milling process Khairul JauhariAchmad Zaki RahmanToni Prahasto OriginalPaper 30 September 2024
Open-set domain adaptation fusion method based on weighted adversarial learning for machinery fault diagnosis Bo SheFangyin TanHaidi Dong OriginalPaper 28 September 2024
Hard task-based dual-aligned meta-transfer learning for cross-domain few-shot fault diagnosis Zhiwu ShangHu LiuHongchuan Cheng OriginalPaper 25 September 2024
Fast and efficient computing for deep learning-based defect detection models in lightweight devices Alparslan FişneAlperen KalaySüleyman Eken OriginalPaper 23 September 2024
Automated model selection for multivariate anomaly detection in manufacturing systems Hendrik EngbersMichael Freitag OriginalPaper Open access 21 September 2024
Dynamic confidence-based constraint adjustment in distributional constrained policy optimization: enhancing supply chain management through adaptive reinforcement learning Youness BoutyourAbdellah Idrissi OriginalPaper 21 September 2024
Web tension AI modeling and reconstruction for digital twin of roll-to-roll system Anton Nailevich GafurovJaeyoung KimTaik-Min Lee OriginalPaper Open access 19 September 2024
Industrial vision inspection using digital twins: bridging CAD models and realistic scenarios Fangjun WangJianhao WuYanzhi Song OriginalPaper 16 September 2024
Smart scheduling for next generation manufacturing systems: a systematic literature review Shriprasad ChorgheRishi KumarBhupesh Kumar Lad ReviewPaper 09 September 2024
Reliability-improved machine learning model using knowledge-embedded learning approach for smart manufacturing Farzam FarbizSaurabh AggarwalBrahim Hamadicharef OriginalPaper 09 September 2024
An overview of traditional and advanced methods to detect part defects in additive manufacturing processes Vivek V. BhandarkarHarshal Y. ShaharePuneet Tandon ReviewPaper 02 September 2024
