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ORCIDJournal of Intelligent Manufacturing, Volume 36
Volume 36, Number 1, January 2025
- Andrew Kusiak:
Generative artificial intelligence in smart manufacturing. 1-3 - J. Fernández, D. Valerieva
, L. Higuero, Benjamín Sahelices:
3DWS: reliable segmentation on intelligent welding systems with 3D convolutions. 5-18 - Jhonny Rodriguez Rahal, Alexander Schwarz, Benjamín Sahelices, Ronny Weis, Simon Duque Antón:
The asset administration shell as enabler for predictive maintenance: a review. 19-33 - Wei Fang, Tienong Zhang, Lixi Chen, Hao Hu:
A survey on HoloLens AR in support of human-centric intelligent manufacturing. 35-59 - Vincenzo Varriale, Antonello Cammarano, Francesca Michelino, Mauro Caputo:
Critical analysis of the impact of artificial intelligence integration with cutting-edge technologies for production systems. 61-93 - Yuchen Wang, Xinheng Wang, Ang Liu, Junqing Zhang, Jinhua Zhang:
Ontology of 3D virtual modeling in digital twin: a review, analysis and thinking. 95-145 - Xiaorui Shao, Ahyoung Lee, Chang-Soo Kim:
DL-MSCNN: a general and lightweight framework for fault diagnosis with limited training samples. 147-166 - Jingsheng He, Shiyi Cu, Hui Xia, Yong Sun, Wenchao Xiao, Yinwang Ren:
High accuracy roll forming springback prediction model of SVR based on SA-PSO optimization. 167-183 - Wenqiang Zhang, Huili Geng, Chen Li, Mitsuo Gen, Guohui Zhang, Miaolei Deng:
Q-learning-based multi-objective particle swarm optimization with local search within factories for energy-efficient distributed flow-shop scheduling problem. 185-208 - Chen Luo, Tingxiao Fan, Yan Xia, Yijun Zhou, Lei Jia, Baocheng Hui:
Deep learning-based conductive particle inspection for TFT-LCDs inspired by parametric space envelope. 209-219 - Yun Yang, Jun Lv, Yukun Xiao, Xiaobing Feng, Zhengchun Du:
Enhanced modeling method of thermal behaviors in machine tool motorized spindles based on the mixture of thermal mechanism and machine learning. 221-242 - Chih-Yao Lin, Pin-Ru Chen:
Eco-friendly smart design strategy for integrated semiconductor processes. 243-257 - Wei-Jyun Hong, Chia-Yu Shen, Pei-Yuan Wu:
Multi-source wafer map retrieval based on contrastive learning for root cause analysis in semiconductor manufacturing. 259-270 - Shouhong Chen, Zhentao Huang, Tao Wang, Xingna Hou, Jun Ma:
Wafer map defect recognition based on multi-scale feature fusion and attention spatial pyramid pooling. 271-284 - Thomas Heitz, Ning He, Addi Ait-Mlouk, Daniel Bachrathy, Ni Chen, Guolong Zhao, Liang Li:
Investigation on eXtreme Gradient Boosting for cutting force prediction in milling. 285-301 - Yuanzhao Shao, Yonghong Song:
CENet: improve counting performance of X-ray surface mounted chip counter via scale favor and cell extraction. 303-317 - Rui Wang, Songhao Wang, Ben Niu:
Shape prior guided defect pattern classification and segmentation in wafer bin maps. 319-330 - Debasish Mishra, Utsav Awasthi, Krishna R. Pattipati, George M. Bollas:
Tool wear classification in precision machining using distance metrics and unsupervised machine learning. 331-355 - Zhiqiang Wang, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher:
Natural language processing (NLP) and association rules (AR)-based knowledge extraction for intelligent fault analysis: a case study in semiconductor industry. 357-372 - Zhiqiang Wang, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher:
Correction: Natural language processing (NLP) and association rules (AR)-based knowledge extraction for intelligent fault analysis: a case study in semiconductor industry. 373 - Ehsan Malekipour, Hazim El-Mounayri, Devon Hagedorn-Hansen:
Monitoring and control framework for intelligent real-time optimization of printing sequence of powder bed fusion. 375-398 - Bowen Zhang, Xianli Liu, Caixu Yue, Shaoyang Liu, Xuebing Li, Steven Y. Liang, Lihui Wang:
An imbalanced data learning approach for tool wear monitoring based on data augmentation. 399-420 - Yueda Lin, Peng Wang, Zichen Wang, Sardar Ali, Lyudmila Mihaylova:
Towards automated remote sizing and hot steel manufacturing with image registration and fusion. 421-438 - Yueda Lin, Peng Wang, Zichen Wang, Sardar Ali, Lyudmila Mihaylova:
Correction: Towards automated remote sizing and hot steel manufacturing with image registration and fusion. 439 - Zehua Wang, Sibao Wang, Shilong Wang, Zengya Zhao, Zhifeng Tian:
An intelligent prediction method of surface residual stresses based on multi-source heterogeneous data. 441-457 - Jie Wang, Shiwen Xie, Yongfang Xie, Xiaofang Chen:
Efficient quality variable prediction of industrial process via fuzzy neural network with lightweight structure. 459-474 - Xiao Zhang, Weiguo Huang, Rui Wang, Jun Wang, Changqing Shen:
Dual prototypical contrastive network: a novel self-supervised method for cross-domain few-shot fault diagnosis. 475-490 - Devin Young, Britannia Vondrasek, Michael Czabaj:
Machine learning guided design of experiments to accelerate exploration of a material extrusion process parameter space. 491-508 - Minghai Yuan, Liang Zheng, Hanyu Huang, Kaiwen Zhou, Fengque Pei, Wenbin Gu:
Research on flexible job shop scheduling problem with AGV using double DQN. 509-535 - Zhe Li, Kexin Liu, Xudong Wang, Xiaofang Yuan, He Xie, Yaonan Wang:
A signal-to-image fault classification method based on multi-sensor data for robotic grinding monitoring. 537-550 - Xin Tong, Qiang Liu, Yinuo Zhou, Pengpeng Sun:
A digital twin-driven cutting force adaptive control approach for milling process. 551-568 - Tangbin Xia, He Sun, Yutong Ding, Dongyang Han, Wei Qin, Joachim Seidelmann, Lifeng Xi:
Digital twin-based real-time energy optimization method for production line considering fault disturbances. 569-593 - Guan Wang, Hongwei Xia:
Event-triggered hierarchical learning control of air-breathing hypersonic vehicles with predefined-time convergence. 595-618 - Yi Lyu, Zhenfei Wen, Aiguo Chen:
A novel transfer learning approach based on deep degradation feature adaptive alignment for remaining useful life prediction with multi-condition data. 619-637 - Siva Teja Sala, Frederic E. Bock, Dominik Pöltl, Benjamin Klusemann, Norbert Huber, Nikolai Kashaev:
Deformation by design: data-driven approach to predict and modify deformation in thin Ti-6Al-4V sheets using laser peen forming. 639-659 - Hyo Jeong Kim, Ju Heon Lee, Sin Yeop Lee, Hee Hwan Lee, Seoung Hwan Lee:
Acoustic emission reflection signal classification of PVDF-type AE sensor using convolutional neural network-transfer learning. 661-680 - Yuyan Wang, Qiuchen Wu, T. C. E. Cheng, Yulin Sun:
Supply chain modelling considering blockchain improvement and publicity with fairness concern. 681-702
Volume 36, Number 2, February 2025
- Meng Liu, Hui Xie, Wencheng Pan, Songlin Ding, Guangxian Li:
Prediction of cutting force via machine learning: state of the art, challenges and potentials. 703-764 - Lasse Matthias Reinpold, Lukas P. Wagner, Felix Gehlhoff, Malte Ramonat, Maximilian Kilthau, Milapji Singh Gill, Jonathan Tobias Reif, Vincent Henkel, Lena Scholz, Alexander Fay:
Systematic comparison of software agents and Digital Twins: differences, similarities, and synergies in industrial production. 765-800 - F. Henry Abanda, N. Jian, Selorm Adukpo, Valerian Vanessa Tuhaise, Marcelline Blanche Manjia:
Digital twin for product versus project lifecycles' development in manufacturing and construction industries. 801-831 - Federico Insero, Valentina Furlan, Hermes Giberti:
Non-planar slicing for filled free-form geometries in robot-based FDM. 833-851 - Wei Chen, Bin Zou, Ting Lei, Qinbing Zheng, Chuanzhen Huang, Lei Li, Jikai Liu:
Study on anti-interference detection of machining surface defects under the influence of complex environment. 853-874 - Hoomaan MoradiMaryamnegari, Seif-El-Islam Hasseni, Elias Ganthaler, Thomas Villgrattner, Angelika Peer:
Neural-network-based automatic trajectory adaptation for quality characteristics control in powder compaction. 875-895 - Andrea Abeni, Mariangela Quarto, Paola Serena Ginestra:
Post-processing of powder bed fused stainless steel: micro-machining and micro-electrical discharge machining. 897-908 - Vigneashwara Pandiyan, Di Cui, Roland Axel Richter, Annapaola Parrilli, Marc Leparoux:
Real-time monitoring and quality assurance for laser-based directed energy deposition: integrating co-axial imaging and self-supervised deep learning framework. 909-933 - Ashish Manwar, Alwin Varghese, Sumant Bagri, Suhas S. Joshi:
Online tool condition monitoring in micromilling using LSTM. 935-955 - Harsh Bordekar, Nicola Cersullo, Marco Brysch, Jens Philipp, Christian Hühne:
eXplainable artificial intelligence for automatic defect detection in additively manufactured parts using CT scan analysis. 957-974 - Fadi Assad, Emma J. Rushforth, Robert Harrison:
A component-based design approach for energy flexibility in cyber-physical manufacturing systems. 975-1001 - Feifei Li, Anrui He, Yong Song, Chengzhe Shen, Fenjia Wang, Tieheng Yuan, Shiwei Zhang, Xiaoqing Xu, Yi Qiang, Chao Liu, Pengfei Liu, Qiangguo Zhao:
Improving imbalanced industrial datasets to enhance the accuracy of mechanical property prediction and process optimization for strip steel. 1003-1020 - Jae-Eun Park, Young-Keun Kim:
Semi-supervised learning for steel surface inspection using magnetic flux leakage signal. 1021-1031 - Yifan Qie, Benjamin Schleich, Nabil Anwer:
Generative adversarial networks and hessian locally linear embedding for geometric variations management in manufacturing. 1033-1062 - Jialan Liu, Chi Ma, Shilong Wang:
Thermal-structure finite element simulation system architecture in a cloud-edge-end collaborative environment. 1063-1094 - Ahmed Mujtaba, Faisal Islam, Patrick Kaeding, Thomas Lindemann, B. Gangadhara Prusty:
Machine-learning based process monitoring for automated composites manufacturing. 1095-1110 - James Koch, WoongJo Choi, Ethan King, David Garcia, Hrishikesh Das, Tianhao Wang, Ken Ross, Keerti Kappagantula:
Neural lumped parameter differential equations with application in friction-stir processing. 1111-1121 - Bahar Gharehpapagh, Ugur M. Dilberoglu, Ulas Yaman, Melik Dolen:
A rotary extrusion system with a rectangular-orifice nozzle: toward adaptive resolution in material extrusion additive manufacturing. 1123-1139 - Haolin Fan, Xuan Liu, Jerry Ying Hsi Fuh, Wen Feng Lu, Bingbing Li:
Embodied intelligence in manufacturing: leveraging large language models for autonomous industrial robotics. 1141-1157 - Jianqi Ruan, Bob Nooning, Ivan Parkes, Wal Blejde, George Chiu, Neera Jain:
Human operator decision support for highly transient industrial processes: a reinforcement learning approach. 1159-1174 - Marcel Albus, Timothée Hornek, Werner Kraus, Marco F. Huber:
Towards scalability for resource reconfiguration in robotic assembly line balancing problems using a modified genetic algorithm. 1175-1199 - Shahrbanoo Rezaei, Aaron Cornelius, Jaydeep Karandikar, Tony Schmitz, Anahita Khojandi:
Using GANs to predict milling stability from limited data. 1201-1235 - Zhicheng Xu, Vignesh Selvaraj, Sangkee Min:
Intelligent G-code-based power prediction of ultra-precision CNC machine tools through 1DCNN-LSTM-Attention model. 1237-1260 - Lipeng Zhang, Haoyu Yu, Chuting Wang, Yi Hu, Wuwei He, Dong Yu:
A digital solution for CPS-based machining path optimization for CNC systems. 1261-1290 - Giulio Mattera, Alessandra Caggiano, Luigi Nele:
Optimal data-driven control of manufacturing processes using reinforcement learning: an application to wire arc additive manufacturing. 1291-1310 - Giulio Mattera, Alessandra Caggiano, Luigi Nele:
Correction: Optimal data-driven control of manufacturing processes using reinforcement learning: an application to wire arc additive manufacturing. 1311 - Waqar Ahmed Khan, Mahmoud Masoud, Abdelrahman E. E. Eltoukhy, Mehran Ullah:
Stacked encoded cascade error feedback deep extreme learning machine network for manufacturing order completion time. 1313-1339 - Catherine Desrosiers, Morgan Letenneur, Fabrice Bernier, Nicolas Piché, Benjamin Provencher, Farida Cheriet, François Guibault, Vladimir Brailovski:
Automated porosity segmentation in laser powder bed fusion part using computed tomography: a validity study. 1341-1361 - Tianbiao Liang, Tianyuan Liu, Junliang Wang, Jie Zhang, Pai Zheng:
Causal deep learning for explainable vision-based quality inspection under visual interference. 1363-1384 - Houria Lahmar, Mohammed Dahane, Nadia Kinza Mouss, Mohammed Haoues:
Multi-objective sustainable production planning for a hybrid multi-stage manufacturing-remanufacturing system with grade-based classification of recovered and remanufactured products. 1385-1407 - Wenhui He, Lin Lin, Song Fu, Changsheng Tong, Lizheng Zu:
Differential contrast guidance for aeroengine fault diagnosis with limited data. 1409-1427 - Tingting Chen, Guido Tosello, Matteo Calaon:
Multi-label oxide classification in float-zone silicon crystal growth using transfer learning and asymmetric loss. 1429-1444 - Zhijian Chen, Yancheng Wang, Zhongtan Zhang, Deqing Mei, Weijie Liu:
Flexible dual-mode sensor with accurate contact pressure sensing and contactless distance detection functions for robotic perception. 1445-1457 - Jielin Chen, Shuang Li, Hanwei Teng, Xiaolong Leng, Changping Li, Rendi Kurniawan, Tae Jo Ko:
Digital twin-driven real-time suppression of delamination damage in CFRP drilling. 1459-1476 - Min Shi, Jingzhao Hou, Zhaoxin Li, Dengming Zhu:
NG-Net: No-Grasp annotation grasp detection network for stacked scenes. 1477-1490 - Elke Schlager, Andreas Windisch, Lukas Hanna, Thomas Klünsner, Elias Jan Hagendorfer, Tamara Feil:
Evaluation of data augmentation and loss functions in semantic image segmentation for drilling tool wear detection. 1491-1503
Volume 36, Number 3, March 2025
- Julio César Serrano Ruiz, José Ferreira, Ricardo Jardim-Gonçalves, Ángel Ortiz:
Relational network of innovation ecosystems generated by digital innovation hubs: a conceptual framework for the interaction processes of DIHs from the perspective of collaboration within and between their relationship levels. 1505-1545 - Seon Han Choi, Byeong Soo Kim:
Intelligent factory layout design framework through collaboration between optimization, simulation, and digital twin. 1547-1561 - Jichun Wang, Guifang Duan, Yang Wang, Guodong Yi, Liangyu Dong, Zili Wang, Xuewei Zhang, Shuyou Zhang:
Cross-domain fusion and embedded refinement-based 6D object pose tracking on textureless objects. 1563-1577 - Zehua Lv, Yibo Li, Siying Qian, Liuqing Wu, Yi Yang:
Union channel pruning-based U2Net for online surface defect segmentation of aluminum strips in production processes. 1579-1602 - Shaoping Wang, Ren Han:
Enhancing spatiotemporal predictive learning: an approach with nested attention module. 1603-1621 - Yusuf Özçevik, Fikret Sönmez:
An embedded TensorFlow lite model for classification of chip images with respect to chip morphology depending on varying feed. 1623-1635 - Sarvesh Sundaram, Abe Zeid:
Technical language processing for Prognostics and Health Management: applying text similarity and topic modeling to maintenance work orders. 1637-1657 - Shuai Ma, Jiewu Leng, Pai Zheng, Zhuyun Chen, Bo Li, Weihua Li, Qiang Liu, Xin Chen:
A digital twin-assisted deep transfer learning method towards intelligent thermal error modeling of electric spindles. 1659-1688 - Carolina Saavedra Sueldo, Ivo Perez Colo, Mariano De Paula, Sebastián A. Villar, Gerardo G. Acosta:
Simulation-based metaheuristic optimization algorithm for material handling. 1689-1709 - Jan Franke, Florian Heinrich, Raven Thomas Reisch:
Vision based process monitoring in wire arc additive manufacturing (WAAM). 1711-1721 - Yu Gong, Xiaoqiao Wang, Chichun Zhou, Maogen Ge, Conghu Liu, Xi Zhang:
Human-machine knowledge hybrid augmentation method for surface defect detection based few-data learning. 1723-1742 - Mahjoub El Mountassir, Didier Flotte, Slah Yaacoubi, Eric Riff, Morgan Ferrari, Daniel Chauveau, Clément Bourlet, Sacha Bernet:
A novel approach to enhance defect detection in wire arc additive manufacturing parts using radiographic testing without surface milling. 1743-1760 - Jiajun Zhou, Liang Gao, Chao Lu, Xifan Yao:
Collaborative optimization of manufacturing service allocation via multi-task transfer learning evolutionary approach. 1761-1779 - Yizhe Yang, Bingshan Liu, Xin Li, Qingfeng Jia, Wenyan Duan, Gong Wang:
Fidelity-adaptive evolutionary optimization algorithm for 2D irregular cutting and packing problem. 1781-1799 - Qingzong Li, Pingyu Jiang, Jianwei Wang, Maolin Yang, Yuqian Yang:
A kind of intelligent dynamic industrial event knowledge graph and its application in process stability evaluation. 1801-1818 - Mohammad Borumand, Saideep Nannapaneni, Gurucharan Madiraddy, Michael P. Sealy, Sima Esfandiarpour Borujeni, Gisuk Hwang:
Smart process mapping of powder bed fusion additively manufactured metallic wicks using surrogate modeling. 1819-1833 - Steven O. Otieno, Job M. Wambua, Fredrick M. Mwema, Edwell T. Mharakurwa, Tien-Chien Jen, Esther T. Akinlabi:
A predictive modelling strategy for warpage and shrinkage defects in plastic injection molding using fuzzy logic and pattern search optimization. 1835-1859 - Hang Zhao, Kai Hu, Zehui Yuan, Shaowen Yao, Libo Feng:
BCTMSSF: a blockchain consensus-based traceability method for supply chain in smart factory. 1861-1877 - Kaushal Arun Pareek, Daniel May, Peter Meszmer, Mohamad Abo Ras, Bernhard Wunderle:
Synthetic data generation using finite element method to pre-train an image segmentation model for defect detection using infrared thermography. 1879-1905 - Zhouzhouzhou Mei, Yuening Luo, Yibo Qiao, Yining Chen:
A novel joint segmentation approach for wafer surface defect classification based on blended network structure. 1907-1921 - Balamurugan Deivendran, Vishnu Swaroopji Masampally, Naga Ravikumar Varma Nadimpalli, Venkataramana Runkana:
Virtual metrology for chemical mechanical planarization of semiconductor wafers. 1923-1942 - Chen Fu Chien, Jia-Yu Peng:
Bayesian inference for multi-label classification for root cause analysis and probe card maintenance decision support and an empirical study. 1943-1958 - Kai Zhou, Feng Feng, Jianjian Wang, Pingfa Feng:
Multiple operational mode prediction at milling tool-tip based on transfer learning. 1959-1982 - Yupeng Wei, Gerd Grau, Dazhong Wu:
Sheet resistance prediction of laser induced graphitic carbon with transformer encoder-enabled contrastive learning. 1983-1997 - Sean Rooney, Emil Pitz, Kishore Pochiraju:
AutoML-driven diagnostics of the feeder motor in fused filament fabrication machines from direct current signals. 1999-2016 - Zhuangzhuang Mao, Wei Feng, Xiao Han, Heng Ma, Ce Hao, Changmeng Liu, Zhanwei Liu:
Development of a melt pool characteristics detection platform based on multi-information fusion of temperature fields and photodiode signals in plasma arc welding. 2017-2037 - Kaibo Lu, Zhen Li, Andrew Longstaff:
In-process surface quality monitoring of the slender workpiece machining with digital twin approach. 2039-2053 - Yiping Shao, Jun Chen, Xiaoli Gu, Jiansha Lu, Shichang Du:
A novel curved surface profile monitoring approach based on geometrical-spatial joint feature. 2055-2077 - Haijie Wang, Bo Li, Saifan Zhang, Fuzhen Xuan:
Traditional machine learning and deep learning for predicting melt-pool cross-sectional morphology of laser powder bed fusion additive manufacturing with thermographic monitoring. 2079-2104 - Davide Cannizzaro, Paolo Antonioni, Francesco Ponzio, Manuela Galati, Edoardo Patti, Santa Di Cataldo:
Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing. 2105-2119 - Apostolos Giannoulidis, Anastasios Gounaris, Athanasios Naskos, Nikodimos Nikolaidis, Daniel Caljouw:
Engineering and evaluating an unsupervised predictive maintenance solution: a cold-forming press case-study. 2121-2139 - Yuting She, Hongxin Li:
Monocrystalline silicon crystal line detection based on the improved YoloX-tiny algorithm. 2141-2162 - Insung Baek, Sung Jin Hwang, Seoung Bum Kim:
CowSSL: contrastive open-world semi-supervised learning for wafer bin map. 2163-2175 - Zhangyue Shi, Yuxuan Li, Chenang Liu:
Knowledge distillation-based information sharing for online process monitoring in decentralized manufacturing system. 2177-2192 - Xin Wang, Xinchao Jiang, Hu Wang, Guangyao Li:
Manifold learning-assisted uncertainty quantification of system parameters in the fiber metal laminates hot forming process. 2193-2219
Volume 36, Number 4, April 2025
- Andrew Kusiak:
Agentic manufacturing system = digital twin + manufacturing. 2221-2222 - Chiara Franciosi, Yasamin Eslami, Mario Lezoche, Alexandre Voisin:
Ontologies for prognostics and health management of production systems: overview and research challenges. 2223-2253 - Zainab Saleem, Fredrik Gustafsson, Eoghan Furey, Marion McAfee, Saif Huq:
A review of external sensors for human detection in a human robot collaborative environment. 2255-2279 - Andrius Dzedzickis, Gediminas Vaiciunas, Karolina Lapkauskaite, Darius Virzonis, Vytautas Bucinskas:
Recent advances in human-robot interaction: robophobia or synergy. 2281-2307 - Mahdi Mokhtarzadeh, Jorge Rodríguez-Echeverría, Ivana Semanjski, Sidharta Gautama:
Hybrid intelligence failure analysis for industry 4.0: a literature review and future prospective. 2309-2334 - Nitin Singh, Prabin Kumar Panigrahi, Zuopeng Zhang, Sajjad M. Jasimuddin:
Cyber-physical systems: a bibliometric analysis of literature. 2335-2371 - Kun Liu, Ying Yang, Xiaosong Yang, Jingkai Wang, Weipeng Liu, Haiyong Chen:
Multi-level joint distributed alignment-based domain adaptation for cross-scenario strip defect recognition. 2373-2386 - Swami Nath Maurya, Win-Jet Luo, Bivas Panigrahi, Prateek Negi, Pei-Tang Wang:
Input attribute optimization for thermal deformation of machine-tool spindles using artificial intelligence. 2387-2408 - Richard J. Williams, Swee Leong Sing:
Spatiotemporal analysis of powder bed fusion melt pool monitoring videos using deep learning. 2409-2422 - Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher, Pascal Gounet, Jérôme Adrian:
Big GCVAE: decision-making with adaptive transformer model for failure root cause analysis in semiconductor industry. 2423-2438 - Joonhyeok Moon, Min-Gwan Kim, Ok Hyun Kang, Heejong Lee, Ki-Yong Oh:
Automatic high-frequency induction brazing through an ensembled detection with heterogenous sensor measurements. 2439-2459 - Changheon Han, Jiho Lee, Martin Byung-Guk Jun, Sang Won Lee, Huitaek Yun:
Visual coating inspection framework via self-labeling and multi-stage deep learning strategies. 2461-2478 - Chung-Yuan Chang, Yen-Wei Feng, Tejender Singh Rawat, Shih-Wei Chen, Albert Shihchun Lin:
Optimization of laser annealing parameters based on bayesian reinforcement learning. 2479-2492 - Chuan Li, Yifan Wu, Manjun Xiong, Shuai Yang, Yun Bai:
Self-supervised fusion of deep soft assignments for multi-view diagnosis of machine faults. 2493-2507 - Zhichao Wang, Xiaoliang Yan, Jacob Bjorni, Mahmoud Dinar, Shreyes N. Melkote, David Rosen:
Manufacturing process selection based on similarity search: incorporating non-shape information in shape descriptor comparison. 2509-2536 - Björn Schwarze, Stefan Edelkamp:
Optimization of image acquisition by automated white-light interferometers during the inspection of object surfaces. 2537-2566 - Xiaomeng Zhu, Pär Mårtensson, Lars Hanson, Mårten Björkman, Atsuto Maki:
Automated assembly quality inspection by deep learning with 2D and 3D synthetic CAD data. 2567-2582 - Amaia Abanda, Amaia Arroyo, Fernando Boto, Miguel Esteras:
Combining physics-based and data-driven methods in metal stamping. 2583-2599 - Shiming Liu, Zhusheng Shi, Jianguo Lin, Hui Yu:
A generalisable tool path planning strategy for free-form sheet metal stamping through deep reinforcement and supervised learning. 2601-2627 - Zhengtong Cao, Tao Huang, Hongzheng Zhang, Bocheng Wu, Xiao-Ming Zhang, Han Ding:
A deep learning model for online prediction of in-process dynamic characteristics of thin-walled complex blade machining. 2629-2655 - Yue Qiu, Ping Jiang, Leshi Shu, Minjie Song, Deyuan Ma, Xiuhui Yan, Shixuan Li:
Defect monitoring of high-power laser-arc hybrid welding process based on an improved channel attention convolutional neural network. 2657-2676 - Hyunmin Park, Yun Seok Kang, Seung-Kyum Choi, Hyung Wook Park:
Quality evaluation modeling of a DED-processed metallic deposition based on ResNet-50 with few training data. 2677-2693 - Hao Jiang, Zhibin Zhao, Zilong Zhang, Xingwu Zhang, Chenxi Wang, Xuefeng Chen:
Qualitative and quantitative characterization of powder bed quality in laser powder-bed fusion additive manufacturing by multi-task learning. 2695-2707 - Maxim Polomoshnov, Klaus-Martin Reichert, Luca Rettenberger, Martin Ungerer, Gerardo Hernandez-Sosa, Ulrich Gengenbach, Markus Reischl:
Image-based identification of optical quality and functional properties in inkjet-printed electronics using machine learning. 2709-2726 - Xuepeng Guo, Linyan Liu, Huifen Wang, Yue Li, Xiaodong Du, Jiancheng Shi, Yue Wang:
An online prediction method for array antenna assembly performance based on digital twin. 2727-2748 - Tianjie Fu, Shimin Liu, Peiyu Li:
Digital twin-driven smelting process management method for converter steelmaking. 2749-2765 - Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li:
A transfer regression network-based adaptive calibration method for remaining useful life prediction considering individual discrepancies in the degradation process of machinery. 2767-2783 - Chun-Chin Hsu, Ya-Chen Hsu, Po-Chou Shih, Yong-Qi Yang, Fang-Chih Tien:
Steel ball surface inspection using modified DRAEM and machine vision. 2785-2801 - Yu-Yue Yu, Da-Ming Shi, Han Ding, Xiao-Ming Zhang:
Prediction of thin-walled workpiece machining error: a transfer learning approach. 2803-2827 - Huilin Wu, Chuanzhi Sun, Qing Lu, Yinchu Wang, Yongmeng Liu, Limin Zou, Jiubin Tan:
Unbalance prediction method of aero-engine saddle rotor based on deep belief networks and GA-BP intelligent learning. 2829-2840 - Yu Wang, Shujie Liu:
A multi scale meta-learning network for cross domain fault diagnosis with limited samples. 2841-2861 - Ana Pinzari, Thomas Baumela, Liliana Andrade, Maxime Martin, Marcello Coppola, Frédéric Pétrot:
Accurate and energy efficient ad-hoc neural network for wafer map classification. 2863-2880 - Shuxuan Zhao, Ray Y. Zhong, Chuqiao Xu, Junliang Wang, Jie Zhang:
A dynamic inference network (DI-Net) for online fabric defect detection in smart manufacturing. 2881-2896 - Mohamed EL Ghadoui, Ahmed Mouchtachi, Radouane Majdoul:
Exploring and optimizing deep neural networks for precision defect detection system in injection molding process. 2897-2914 - Jian Zhou, Lianyu Zheng, Wei Fan, Yansheng Cao:
Intelligent hierarchical compensation method for industrial robot positioning error based on compound branch neural network automatic creation. 2915-2938
Volume 36, Number 5, June 2025
- Md. Rayhan Sarker, Md. Sazid Rahman, Syed Mithun Ali, Niamat Ullah Ibne Hossain, Ernesto D. R. Santibanez Gonzalez:
Modeling supply chain resilience drivers in the context of COVID-19 in manufacturing industries: leveraging the advantages of approximate fuzzy DEMATEL. 2939-2958 - Likun Wang, Zi Wang, Kevin Gumma, Alison Turner, Svetan M. Ratchev:
Multi-agent cooperative swarm learning for dynamic layout optimisation of reconfigurable robotic assembly cells based on digital twin. 2959-2982 - Ibrahim Yousif, Liam Burns, Fadi El Kalach, Ramy F. Harik:
Leveraging computer vision towards high-efficiency autonomous industrial facilities. 2983-3008 - Mai Li, Ying Lin, Qianmei Feng, Wenjiang Fu, Shenglin Peng, Siwei Chen, Mahesh Paidpilli, Chirag Goel, Eduard Galstyan, Venkat Selvamanickam:
Quantile regression-enriched event modeling framework for dropout analysis in high-temperature superconductor manufacturing. 3009-3030 - Ke Wu, Wei Xu, Qiming Shu, Wenjun Zhang, Xiaolong Cui, Jun Wu:
Unknown-class recognition adversarial network for open set domain adaptation fault diagnosis of rotating machinery. 3031-3049 - Aleksandr Dekhovich, Miguel A. Bessa:
Continual learning for surface defect segmentation by subnetwork creation and selection. 3051-3065 - Nicholas Satterlee, Runjian Jiang, Eugene Olevsky, Elisa Torresani, Xiaowei Zuo, John S. Kang:
Robust image-based cross-sectional grain boundary detection and characterization using machine learning. 3067-3095 - Zeeshan Qaiser, Kunlin Yang, Rui Chen, Shane Johnson:
Variability-enhanced knowledge-based engineering (VEN) for reconfigurable molds. 3097-3109 - Yuyan Yin, Jie Tian, Xinfeng Liu:
Remaining useful life prediction based on parallel multi-scale feature fusion network. 3111-3127 - Vivek V. Bhandarkar, Ashish Kumar, Puneet Tandon:
Warpage detection in 3D printing of polymer parts: a deep learning approach. 3129-3141 - Liangrui Zhang, Xi Zhang, Mingzhou Liu:
Lightweight convolutional neural network for fast visual perception of storage location status in stereo warehouse. 3143-3163 - Alberto García-Pérez, María José Gómez-Silva, Arturo de la Escalera Hueso:
A Generative AI approach to improve in-situ vision tool wear monitoring with scarce data. 3165-3183 - Yifan Tang, Mostafa Rahmani Dehaghani, Pouyan Sajadi, G. Gary Wang:
Selecting subsets of source data for transfer learning with applications in metal additive manufacturing. 3185-3206 - Nooshin Ghodsian, Khaled Benfriha, Adel Olabi, Varun Gopinath, Esma Talhi, Lucas A. Hof, Aurélien Arnou:
MSOA: A modular service-oriented architecture to integrate mobile manipulators as cyber-physical systems. 3207-3226 - Jingjing Li, Guanghui Zhou, Chao Zhang, Junsheng Hu, Fengtian Chang, Andrea Matta:
Defining a feature-level digital twin process model by extracting machining features from MBD models for intelligent process planning. 3227-3248 - Selim Özdem, Ilhami Muharrem Orak:
A novel method based on deep learning algorithms for material deformation rate detection. 3249-3270 - Jian Xie, Yu Guo, Daoyuan Liu, Shaohua Huang, Kaiwen Zheng, Yaning Tao:
A multimodal fusion method for soldering quality online inspection. 3271-3284 - Meiling Cai, Sheng Chen, Jinping Liu, Yimei Yang, Lihui Cen:
Global receptive field graph attention network for unsupervised domain adaptation fault diagnosis in variable operating conditions. 3285-3312 - Dexing Shan, Yunzhou Zhang, Shitong Liu:
Multi-modal background-aware for defect semantic segmentation with limited data. 3313-3325 - Zhijie Yuan, Binjie Xin, Jing Zhang, Yingqi Xu:
Three-dimensional fabric smoothness evaluation using point cloud data for enhanced quality control. 3327-3343 - Mochamad Denny Surindra, Gusti Ahmad Fanshuri Alfarisy, Wahyu Caesarendra, Mohamad Iskandar Petra, Totok Prasetyo, Tegoeh Tjahjowidodo, Grzegorz Królczyk, Adam Glowacz, Munish Kumar Gupta:
Use of machine learning models in condition monitoring of abrasive belt in robotic arm grinding process. 3345-3358 - Doaa A. Altantawy, Mohamed A. Yakout:
Sparse deep encoded features with enhanced sinogramic red deer optimization for fault inspection in wafer maps. 3359-3397 - Callum O'Donovan, Cinzia Giannetti, Cameron Pleydell-Pearce:
Real-time monitoring of molten zinc splatter using machine learning-based computer vision. 3399-3425 - Thomas Mignot, François Ponchon, Alexandre Derville, Stefan Duffner, Christophe Garcia:
An automatic inspection system for the detection of tire surface defects and their severity classification through a two-stage multimodal deep learning approach. 3427-3445 - Alexej Simeth, Atal Anil Kumar, Peter W. Plapper:
Flexible and robust detection for assembly automation with YOLOv5: a case study on HMLV manufacturing line. 3447-3463 - Miles V. Bimrose, Tianxiang Hu, Davis J. McGregor, Jiongxin Wang, Sameh H. Tawfick, Chenhui Shao, Zuozhu Liu, William P. King:
Detecting and classifying hidden defects in additively manufactured parts using deep learning and X-ray computed tomography. 3465-3479 - Miles V. Bimrose, Tianxiang Hu, Davis J. McGregor, Jiongxin Wang, Sameh H. Tawfick, Chenhui Shao, Zuozhu Liu, William P. King:
Correction: Detecting and classifying hidden defects in additively manufactured parts using deep learning and X-ray computed tomography. 3481 - Ruben Kins, Christian Möbitz, Thomas Gries:
Towards autonomous learning and optimisation in textile production: data-driven simulation approach for optimiser validation. 3483-3508 - Shenghong Yan, Bo Chen, Caiwang Tan, Xiaoguo Song, Guodong Wang:
A data-driven time-sequence feature-based composite network of time-distributed CNN-LSTM for detecting pore defects in laser penetration welding. 3509-3526 - Spyros Theodoropoulos, Dimitrios Dardanis, Georgios Makridis, Patrik Zajec, Joze M. Rozanec, Dimosthenis Kyriazis, Panayiotis Tsanakas:
Enhancing robustness to novel visual defects through StyleGAN latent space navigation: a manufacturing use case. 3527-3541 - Gülcan Aydin, Mehmet Tezcan, Bayram Ozgen, Tugçe Nur Özkan:
Digital twin and predictive quality solution for insulated glass line. 3543-3567 - Janusz Nesterak, Marek Szelagowski, Przemyslaw Radziszewski:
Workplace performance measurement: digitalization of work observation and analysis. 3569-3585 - Chung-Yin Lin, Jinsu Gim, Demitri Shotwell, Mong-Tung Lin, Jia-Hau Liu, Lih-Sheng Turng:
Explainable artificial intelligence and multi-stage transfer learning for injection molding quality prediction. 3587-3606 - Yiru Chen, Jianfu Zhang, Pingfa Feng, Zhongpeng Zheng, Xiangyu Zhang, Jianjian Wang:
Development of a cascaded multitask physics-informed neural network (CM-PINN) to construct the muti-physical field model of rubber bushing press fitting. 3607-3624 - Zhiyuan Li, Xuesong Mei, Zheng Sun, Jun Xu, Jianchen Zhang, Dawei Zhang, Jingyi Zhu:
A reference framework for the digital twin smart factory based on cloud-fog-edge computing collaboration. 3625-3645 - Youzi Xiao, Shuai Zheng, Jiewu Leng, Ruibo Gao, Zihao Fu, Jun Hong:
An assembly process planning pipeline for industrial electronic equipment based on knowledge graph with bidirectional extracted knowledge from historical process documents. 3647-3667
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