Journal of Intelligent Manufacturing

2009 - 2025

Current editor(s): Andrew Kusiak

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Volume 36, issue 4, 2025

Agentic manufacturing system = digital twin + manufacturing pp. 2221-2222

Andrew Kusiak

Ontologies for prognostics and health management of production systems: overview and research challenges pp. 2223-2253

Chiara Franciosi, Yasamin Eslami, Mario Lezoche and Alexandre Voisin

A review of external sensors for human detection in a human robot collaborative environment pp. 2255-2279

Zainab Saleem, Fredrik Gustafsson, Eoghan Furey, Marion McAfee and Saif Huq

Recent advances in human–robot interaction: robophobia or synergy pp. 2281-2307

Andrius Dzedzickis, Gediminas Vaičiūnas, Karolina Lapkauskaitė, Darius Viržonis and Vytautas Bučinskas

Hybrid intelligence failure analysis for industry 4.0: a literature review and future prospective pp. 2309-2334

Mahdi Mokhtarzadeh, Jorge Rodríguez-Echeverría, Ivana Semanjski and Sidharta Gautama

Cyber-physical systems: a bibliometric analysis of literature pp. 2335-2371

Nitin Singh, Prabin Kumar Panigrahi, Zuopeng Zhang and Sajjad M. Jasimuddin

Multi-level joint distributed alignment-based domain adaptation for cross-scenario strip defect recognition pp. 2373-2386

Kun Liu, Ying Yang, Xiaosong Yang, Jingkai Wang, Weipeng Liu and Haiyong Chen

Input attribute optimization for thermal deformation of machine-tool spindles using artificial intelligence pp. 2387-2408

Swami Nath Maurya, Win-Jet Luo, Bivas Panigrahi, Prateek Negi and Pei-Tang Wang

Spatiotemporal analysis of powder bed fusion melt pool monitoring videos using deep learning pp. 2409-2422

Richard J. Williams and Swee Leong Sing

Big GCVAE: decision-making with adaptive transformer model for failure root cause analysis in semiconductor industry pp. 2423-2438

Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher, Pascal Gounet and Jérôme Adrian

Automatic high-frequency induction brazing through an ensembled detection with heterogenous sensor measurements pp. 2439-2459

Joonhyeok Moon, Min-Gwan Kim, Ok Hyun Kang, Heejong Lee and Ki-Yong Oh

Visual coating inspection framework via self-labeling and multi-stage deep learning strategies pp. 2461-2478

Changheon Han, Jiho Lee, Martin B. G. Jun, Sang Won Lee and Huitaek Yun

Optimization of laser annealing parameters based on bayesian reinforcement learning pp. 2479-2492

Chung-Yuan Chang, Yen-Wei Feng, Tejender Singh Rawat, Shih-Wei Chen and Albert Shihchun Lin

Self-supervised fusion of deep soft assignments for multi-view diagnosis of machine faults pp. 2493-2507

Chuan Li, Yifan Wu, Manjun Xiong, Shuai Yang and Yun Bai

Manufacturing process selection based on similarity search: incorporating non-shape information in shape descriptor comparison pp. 2509-2536

Zhichao Wang, Xiaoliang Yan, Jacob Bjorni, Mahmoud Dinar, Shreyes Melkote and David Rosen

Optimization of image acquisition by automated white-light interferometers during the inspection of object surfaces pp. 2537-2566

Björn Schwarze and Stefan Edelkamp

Automated assembly quality inspection by deep learning with 2D and 3D synthetic CAD data pp. 2567-2582

Xiaomeng Zhu, Pär Mårtensson, Lars Hanson, Mårten Björkman and Atsuto Maki

Combining physics-based and data-driven methods in metal stamping pp. 2583-2599

Amaia Abanda, Amaia Arroyo, Fernando Boto and Miguel Esteras

A generalisable tool path planning strategy for free-form sheet metal stamping through deep reinforcement and supervised learning pp. 2601-2627

Shiming Liu, Zhusheng Shi, Jianguo Lin and Hui Yu

A deep learning model for online prediction of in-process dynamic characteristics of thin-walled complex blade machining pp. 2629-2655

Zhengtong Cao, Tao Huang, Hongzheng Zhang, Bocheng Wu, Xiao-Ming Zhang and Han Ding

Defect monitoring of high-power laser-arc hybrid welding process based on an improved channel attention convolutional neural network pp. 2657-2676

Yue Qiu, Jiang Ping, Leshi Shu, Minjie Song, Deyuan Ma, Xiuhui Yan and Shixuan Li

Quality evaluation modeling of a DED-processed metallic deposition based on ResNet-50 with few training data pp. 2677-2693

Hyunmin Park, Yun Seok Kang, Seung-Kyum Choi and Hyung Wook Park

Qualitative and quantitative characterization of powder bed quality in laser powder-bed fusion additive manufacturing by multi-task learning pp. 2695-2707

Hao Jiang, Zhibin Zhao, Zilong Zhang, Xingwu Zhang, Chenxi Wang and Xuefeng Chen

Image-based identification of optical quality and functional properties in inkjet-printed electronics using machine learning pp. 2709-2726

Maxim Polomoshnov, Klaus-Martin Reichert, Luca Rettenberger, Martin Ungerer, Gerardo Hernandez-Sosa, Ulrich Gengenbach and Markus Reischl

An online prediction method for array antenna assembly performance based on digital twin pp. 2727-2748

Xuepeng Guo, Linyan Liu, HuiFen Wang, Yue Li, XiaoDong Du, JianCheng Shi and Yue Wang

Digital twin-driven smelting process management method for converter steelmaking pp. 2749-2765

Tianjie Fu, Shimin Liu and Peiyu Li

A transfer regression network-based adaptive calibration method for remaining useful life prediction considering individual discrepancies in the degradation process of machinery pp. 2767-2783

Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen and Weihua Li

Steel ball surface inspection using modified DRAEM and machine vision pp. 2785-2801

Chun-Chin Hsu, Ya-Chen Hsu, Po-Chou Shih, Yong-Qi Yang and Fang-Chih Tien

Prediction of thin-walled workpiece machining error: a transfer learning approach pp. 2803-2827

Yu-Yue Yu, Da-Ming Shi, Han Ding and Xiao-Ming Zhang

Unbalance prediction method of aero-engine saddle rotor based on deep belief networks and GA-BP intelligent learning pp. 2829-2840

Huilin Wu, Chuanzhi Sun, Qing Lu, Yinchu Wang, Yongmeng Liu, Limin Zou and Jiubin Tan

A multi scale meta-learning network for cross domain fault diagnosis with limited samples pp. 2841-2861

Yu Wang and Shujie Liu

Accurate and energy efficient ad-hoc neural network for wafer map classification pp. 2863-2880

Ana Pinzari, Thomas Baumela, Liliana Andrade, Maxime Martin, Marcello Coppola and Frédéric Pétrot

A dynamic inference network (DI-Net) for online fabric defect detection in smart manufacturing pp. 2881-2896

Shuxuan Zhao, Ray Y. Zhong, Chuqiao Xu, Junliang Wang and Jie Zhang

Exploring and optimizing deep neural networks for precision defect detection system in injection molding process pp. 2897-2914

Mohamed EL Ghadoui, Ahmed Mouchtachi and Radouane Majdoul

Intelligent hierarchical compensation method for industrial robot positioning error based on compound branch neural network automatic creation pp. 2915-2938

Jian Zhou, Lianyu Zheng, Wei Fan and Yansheng Cao

Volume 36, issue 3, 2025

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 pp. 1505-1545

Julio C. Serrano-Ruiz, José Ferreira, Ricardo Jardim-Goncalves and Ángel Ortiz

Intelligent factory layout design framework through collaboration between optimization, simulation, and digital twin pp. 1547-1561

Seon Han Choi and Byeong Soo Kim

Cross-domain fusion and embedded refinement-based 6D object pose tracking on textureless objects pp. 1563-1577

Jichun Wang, Guifang Duan, Yang Wang, Guodong Yi, Liangyu Dong, Zili Wang, Xuewei Zhang and Shuyou Zhang

Union channel pruning-based U2Net for online surface defect segmentation of aluminum strips in production processes pp. 1579-1602

Zehua Lv, Yibo Li, Siying Qian, Liuqing Wu and Yi Yang

Enhancing spatiotemporal predictive learning: an approach with nested attention module pp. 1603-1621

Shaoping Wang and Ren Han

An embedded TensorFlow lite model for classification of chip images with respect to chip morphology depending on varying feed pp. 1623-1635

Yusuf Özçevik and Fikret Sönmez

Technical language processing for Prognostics and Health Management: applying text similarity and topic modeling to maintenance work orders pp. 1637-1657

Sarvesh Sundaram and Abe Zeid

A digital twin-assisted deep transfer learning method towards intelligent thermal error modeling of electric spindles pp. 1659-1688

Shuai Ma, Jiewu Leng, Pai Zheng, Zhuyun Chen, Bo Li, Weihua Li, Qiang Liu and Xin Chen

Simulation-based metaheuristic optimization algorithm for material handling pp. 1689-1709

Carolina Saavedra Sueldo, Ivo Perez Colo, Mariano Paula, Sebastián A. Villar and Gerardo G. Acosta

Vision based process monitoring in wire arc additive manufacturing (WAAM) pp. 1711-1721

Jan Franke, Florian Heinrich and Raven T. Reisch

Human–machine knowledge hybrid augmentation method for surface defect detection based few-data learning pp. 1723-1742

Yu Gong, Xiaoqiao Wang, Chichun Zhou, Maogen Ge, Conghu Liu and Xi Zhang

A novel approach to enhance defect detection in wire arc additive manufacturing parts using radiographic testing without surface milling pp. 1743-1760

Mahjoub El Mountassir, Didier Flotte, Slah Yaacoubi, Eric Riff, Morgan Ferrari, Daniel Chauveau, Clément Bourlet and Sacha Bernet

Collaborative optimization of manufacturing service allocation via multi-task transfer learning evolutionary approach pp. 1761-1779

Jiajun Zhou, Liang Gao, Chao Lu and Xifan Yao

Fidelity-adaptive evolutionary optimization algorithm for 2D irregular cutting and packing problem pp. 1781-1799

Yizhe Yang, Bingshan Liu, Xin Li, Qingfeng Jia, Wenyan Duan and Gong Wang

A kind of intelligent dynamic industrial event knowledge graph and its application in process stability evaluation pp. 1801-1818

Qingzong Li, Pingyu Jiang, Jianwei Wang, Maolin Yang and Yuqian Yang

Smart process mapping of powder bed fusion additively manufactured metallic wicks using surrogate modeling pp. 1819-1833

Mohammad Borumand, Saideep Nannapaneni, Gurucharan Madiraddy, Michael P. Sealy, Sima Esfandiarpour Borujeni and Gisuk Hwang

A predictive modelling strategy for warpage and shrinkage defects in plastic injection molding using fuzzy logic and pattern search optimization pp. 1835-1859

Steven O. Otieno, Job M. Wambua, Fredrick M. Mwema, Edwell T. Mharakurwa, Tien-Chien Jen and Esther T. Akinlabi

BCTMSSF: a blockchain consensus-based traceability method for supply chain in smart factory pp. 1861-1877

Hang Zhao, Kai Hu, Zehui Yuan, Shaowen Yao and Libo Feng

Synthetic data generation using finite element method to pre-train an image segmentation model for defect detection using infrared thermography pp. 1879-1905

Kaushal Arun Pareek, Daniel May, Peter Meszmer, Mohamad Abo Ras and Bernhard Wunderle

A novel joint segmentation approach for wafer surface defect classification based on blended network structure pp. 1907-1921

Zhouzhouzhou Mei, Yuening Luo, Yibo Qiao and Yining Chen

Virtual metrology for chemical mechanical planarization of semiconductor wafers pp. 1923-1942

Balamurugan Deivendran, Vishnu Swaroopji Masampally, Naga Ravikumar Varma Nadimpalli and Venkataramana Runkana

Bayesian inference for multi-label classification for root cause analysis and probe card maintenance decision support and an empirical study pp. 1943-1958

Chen-Fu Chien and Jia-Yu Peng

Multiple operational mode prediction at milling tool-tip based on transfer learning pp. 1959-1982

Kai Zhou, Feng Feng, Jianjian Wang and Pingfa Feng

Sheet resistance prediction of laser induced graphitic carbon with transformer encoder-enabled contrastive learning pp. 1983-1997

Yupeng Wei, Gerd Grau and Dazhong Wu

AutoML-driven diagnostics of the feeder motor in fused filament fabrication machines from direct current signals pp. 1999-2016

Sean Rooney, Emil Pitz and Kishore Pochiraju

Development of a melt pool characteristics detection platform based on multi-information fusion of temperature fields and photodiode signals in plasma arc welding pp. 2017-2037

Zhuangzhuang Mao, Wei Feng, Xiao Han, Heng Ma, Ce Hao, Changmeng Liu and Zhanwei Liu

In-process surface quality monitoring of the slender workpiece machining with digital twin approach pp. 2039-2053

Kaibo Lu, Zhen Li and Andrew Longstaff

A novel curved surface profile monitoring approach based on geometrical-spatial joint feature pp. 2055-2077

Yiping Shao, Jun Chen, Xiaoli Gu, Jiansha Lu and Shichang Du

Traditional machine learning and deep learning for predicting melt-pool cross-sectional morphology of laser powder bed fusion additive manufacturing with thermographic monitoring pp. 2079-2104

Haijie Wang, Bo Li, Saifan Zhang and Fuzhen Xuan

Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing pp. 2105-2119

Davide Cannizzaro, Paolo Antonioni, Francesco Ponzio, Manuela Galati, Edoardo Patti and Santa Cataldo

Engineering and evaluating an unsupervised predictive maintenance solution: a cold-forming press case-study pp. 2121-2139

Apostolos Giannoulidis, Anastasios Gounaris, Athanasios Naskos, Nikodimos Nikolaidis and Daniel Caljouw

Monocrystalline silicon crystal line detection based on the improved YoloX-tiny algorithm pp. 2141-2162

Yuting She and Hongxin Li

CowSSL: contrastive open-world semi-supervised learning for wafer bin map pp. 2163-2175

Insung Baek, Sung Jin Hwang and Seoung Bum Kim

Knowledge distillation-based information sharing for online process monitoring in decentralized manufacturing system pp. 2177-2192

Zhangyue Shi, Yuxuan Li and Chenang Liu

Manifold learning-assisted uncertainty quantification of system parameters in the fiber metal laminates hot forming process pp. 2193-2219

Xin Wang, Xinchao Jiang, Hu Wang and Guangyao Li

Volume 36, issue 2, 2025

Prediction of cutting force via machine learning: state of the art, challenges and potentials pp. 703-764

Meng Liu, Hui Xie, Wencheng Pan, Songlin Ding and Guangxian Li

Systematic comparison of software agents and Digital Twins: differences, similarities, and synergies in industrial production pp. 765-800

Lasse M. Reinpold, Lukas P. Wagner, Felix Gehlhoff, Malte Ramonat, Maximilian Kilthau, Milapji S. Gill, Jonathan T. Reif, Vincent Henkel, Lena Scholz and Alexander Fay

Digital twin for product versus project lifecycles’ development in manufacturing and construction industries pp. 801-831

F. H. Abanda, N. Jian, S. Adukpo, V. V. Tuhaise and M. B. Manjia

Non-planar slicing for filled free-form geometries in robot-based FDM pp. 833-851

Federico Insero, Valentina Furlan and Hermes Giberti

Study on anti-interference detection of machining surface defects under the influence of complex environment pp. 853-874

Wei Chen, Bin Zou, Ting Lei, Qinbing Zheng, Chuanzhen Huang, Lei Li and Jikai Liu

Neural-network-based automatic trajectory adaptation for quality characteristics control in powder compaction pp. 875-895

Hoomaan MoradiMaryamnegari, Seif-El-Islam Hasseni, Elias Ganthaler, Thomas Villgrattner and Angelika Peer

Post-processing of powder bed fused stainless steel: micro-machining and micro-electrical discharge machining pp. 897-908

Andrea Abeni, Mariangela Quarto and Paola Serena Ginestra

Real-time monitoring and quality assurance for laser-based directed energy deposition: integrating co-axial imaging and self-supervised deep learning framework pp. 909-933

Vigneashwara Pandiyan, Di Cui, Roland Axel Richter, Annapaola Parrilli and Marc Leparoux

Online tool condition monitoring in micromilling using LSTM pp. 935-955

Ashish Manwar, Alwin Varghese, Sumant Bagri and Suhas S. Joshi

eXplainable artificial intelligence for automatic defect detection in additively manufactured parts using CT scan analysis pp. 957-974

Harsh Bordekar, Nicola Cersullo, Marco Brysch, Jens Philipp and Christian Hühne

A component-based design approach for energy flexibility in cyber-physical manufacturing systems pp. 975-1001

Fadi Assad, Emma J. Rushforth and Robert Harrison

Improving imbalanced industrial datasets to enhance the accuracy of mechanical property prediction and process optimization for strip steel pp. 1003-1020

Feifei Li, Anrui He, Yong Song, Chengzhe Shen, Fenjia Wang, Tieheng Yuan, Shiwei Zhang, Xiaoqing Xu, Yi Qiang, Chao Liu, Pengfei Liu and Qiangguo Zhao

Semi-supervised learning for steel surface inspection using magnetic flux leakage signal pp. 1021-1031

Jae-Eun Park and Young-Keun Kim

Generative adversarial networks and hessian locally linear embedding for geometric variations management in manufacturing pp. 1033-1062

Yifan Qie, Benjamin Schleich and Nabil Anwer

Thermal-structure finite element simulation system architecture in a cloud-edge-end collaborative environment pp. 1063-1094

Jialan Liu, Chi Ma and Shilong Wang

Machine-learning based process monitoring for automated composites manufacturing pp. 1095-1110

Ahmed Mujtaba, Faisal Islam, Patrick Kaeding, Thomas Lindemann and B. Gangadhara Prusty

Neural lumped parameter differential equations with application in friction-stir processing pp. 1111-1121

James Koch, WoongJo Choi, Ethan King, David Garcia, Hrishikesh Das, Tianhao Wang, Ken Ross and Keerti Kappagantula

A rotary extrusion system with a rectangular-orifice nozzle: toward adaptive resolution in material extrusion additive manufacturing pp. 1123-1139

Bahar Gharehpapagh, Ugur M. Dilberoglu, Ulas Yaman and Melik Dolen

Embodied intelligence in manufacturing: leveraging large language models for autonomous industrial robotics pp. 1141-1157

Haolin Fan, Xuan Liu, Jerry Ying Hsi Fuh, Wen Feng Lu and Bingbing Li

Human operator decision support for highly transient industrial processes: a reinforcement learning approach pp. 1159-1174

Jianqi Ruan, Bob Nooning, Ivan Parkes, Wal Blejde, George Chiu and Neera Jain

Towards scalability for resource reconfiguration in robotic assembly line balancing problems using a modified genetic algorithm pp. 1175-1199

Marcel Albus, Timothée Hornek, Werner Kraus and Marco F. Huber

Using GANs to predict milling stability from limited data pp. 1201-1235

Shahrbanoo Rezaei, Aaron Cornelius, Jaydeep Karandikar, Tony Schmitz and Anahita Khojandi

Intelligent G-code-based power prediction of ultra-precision CNC machine tools through 1DCNN-LSTM-Attention model pp. 1237-1260

Zhicheng Xu, Vignesh Selvaraj and Sangkee Min

A digital solution for CPS-based machining path optimization for CNC systems pp. 1261-1290

Lipeng Zhang, Haoyu Yu, Chuting Wang, Yi Hu, Wuwei He and Dong Yu

Optimal data-driven control of manufacturing processes using reinforcement learning: an application to wire arc additive manufacturing pp. 1291-1310

Giulio Mattera, Alessandra Caggiano and Luigi Nele

Correction: Optimal data-driven control of manufacturing processes using reinforcement learning: an application to wire arc additive manufacturing pp. 1311-1311

Giulio Mattera, Alessandra Caggiano and Luigi Nele

Stacked encoded cascade error feedback deep extreme learning machine network for manufacturing order completion time pp. 1313-1339

Waqar Ahmed Khan, Mahmoud Masoud, Abdelrahman E. E. Eltoukhy and Mehran Ullah

Automated porosity segmentation in laser powder bed fusion part using computed tomography: a validity study pp. 1341-1361

Catherine Desrosiers, Morgan Letenneur, Fabrice Bernier, Nicolas Piché, Benjamin Provencher, Farida Cheriet, François Guibault and Vladimir Brailovski

Causal deep learning for explainable vision-based quality inspection under visual interference pp. 1363-1384

Tianbiao Liang, Tianyuan Liu, Junliang Wang, Jie Zhang and Pai Zheng

Multi-objective sustainable production planning for a hybrid multi-stage manufacturing-remanufacturing system with grade-based classification of recovered and remanufactured products pp. 1385-1407

Houria Lahmar, Mohammed Dahane, Kinza Nadia Mouss and Mohammed Haoues

Differential contrast guidance for aeroengine fault diagnosis with limited data pp. 1409-1427

Wenhui He, Lin Lin, Song Fu, Changsheng Tong and Lizheng Zu

Multi-label oxide classification in float-zone silicon crystal growth using transfer learning and asymmetric loss pp. 1429-1444

Tingting Chen, Guido Tosello and Matteo Calaon

Flexible dual-mode sensor with accurate contact pressure sensing and contactless distance detection functions for robotic perception pp. 1445-1457

Zhijian Chen, Yancheng Wang, Zhongtan Zhang, Deqing Mei and Weijie Liu

Digital twin-driven real-time suppression of delamination damage in CFRP drilling pp. 1459-1476

Jielin Chen, Shuang Li, Hanwei Teng, Xiaolong Leng, Changping Li, Rendi Kurniawan and Tae Jo Ko

NG-Net: No-Grasp annotation grasp detection network for stacked scenes pp. 1477-1490

Min Shi, Jingzhao Hou, Zhaoxin Li and Dengming Zhu

Evaluation of data augmentation and loss functions in semantic image segmentation for drilling tool wear detection pp. 1491-1503

Elke Schlager, Andreas Windisch, Lukas Hanna, Thomas Klünsner, Elias Jan Hagendorfer and Tamara Feil

Volume 36, issue 1, 2025

Generative artificial intelligence in smart manufacturing pp. 1-3

Andrew Kusiak

3DWS: reliable segmentation on intelligent welding systems with 3D convolutions pp. 5-18

J. Fernández, D. Valerieva, L. Higuero and B. Sahelices

The asset administration shell as enabler for predictive maintenance: a review pp. 19-33

Jhonny Rodriguez Rahal, Alexander Schwarz, Benjamín Sahelices, Ronny Weis and Simon Duque Antón

A survey on HoloLens AR in support of human-centric intelligent manufacturing pp. 35-59

Wei Fang, Tienong Zhang, Lixi Chen and Hao Hu

Critical analysis of the impact of artificial intelligence integration with cutting-edge technologies for production systems pp. 61-93

Vincenzo Varriale, Antonello Cammarano, Francesca Michelino and Mauro Caputo

Ontology of 3D virtual modeling in digital twin: a review, analysis and thinking pp. 95-145

Yuchen Wang, Xinheng Wang, Ang Liu, Junqing Zhang and Jinhua Zhang

DL-MSCNN: a general and lightweight framework for fault diagnosis with limited training samples pp. 147-166

Xiaorui Shao, Ahyoung Lee and Chang-Soo Kim

High accuracy roll forming springback prediction model of SVR based on SA-PSO optimization pp. 167-183

Jingsheng He, Shiyi Cu, Hui Xia, Yong Sun, Wenchao Xiao and Yinwang Ren

Q-learning-based multi-objective particle swarm optimization with local search within factories for energy-efficient distributed flow-shop scheduling problem pp. 185-208

Wenqiang Zhang, Huili Geng, Chen Li, Mitsuo Gen, Guohui Zhang and Miaolei Deng

Deep learning-based conductive particle inspection for TFT-LCDs inspired by parametric space envelope pp. 209-219

Chen Luo, Tingxiao Fan, Yan Xia, Yijun Zhou, Lei Jia and Baocheng Hui

Enhanced modeling method of thermal behaviors in machine tool motorized spindles based on the mixture of thermal mechanism and machine learning pp. 221-242

Yun Yang, Jun Lv, Yukun Xiao, Xiaobing Feng and Zhengchun Du

Eco-friendly smart design strategy for integrated semiconductor processes pp. 243-257

Chih-Yao Lin and Pin-Ru Chen

Multi-source wafer map retrieval based on contrastive learning for root cause analysis in semiconductor manufacturing pp. 259-270

Wei-Jyun Hong, Chia-Yu Shen and Pei-Yuan Wu

Wafer map defect recognition based on multi-scale feature fusion and attention spatial pyramid pooling pp. 271-284

Shouhong Chen, Zhentao Huang, Tao Wang, Xingna Hou and Jun Ma

Investigation on eXtreme Gradient Boosting for cutting force prediction in milling pp. 285-301

Thomas Heitz, Ning He, Addi Ait-Mlouk, Daniel Bachrathy, Ni Chen, Guolong Zhao and Liang Li

CENet: improve counting performance of X-ray surface mounted chip counter via scale favor and cell extraction pp. 303-317

Yuanzhao Shao and Yonghong Song

Shape prior guided defect pattern classification and segmentation in wafer bin maps pp. 319-330

Rui Wang, Songhao Wang and Ben Niu

Tool wear classification in precision machining using distance metrics and unsupervised machine learning pp. 331-355

Debasish Mishra, Utsav Awasthi, Krishna R. Pattipati and George M. Bollas

Natural language processing (NLP) and association rules (AR)-based knowledge extraction for intelligent fault analysis: a case study in semiconductor industry pp. 357-372

Zhiqiang Wang, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert and Xavier Boucher

Correction: Natural language processing (NLP) and association rules (AR)-based knowledge extraction for intelligent fault analysis: a case study in semiconductor industry pp. 373-373

Zhiqiang Wang, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert and Xavier Boucher

Monitoring and control framework for intelligent real-time optimization of printing sequence of powder bed fusion pp. 375-398

Ehsan Malekipour, Hazim El-Mounayri and Devon Hagedorn-Hansen

An imbalanced data learning approach for tool wear monitoring based on data augmentation pp. 399-420

Bowen Zhang, Xianli Liu, Caixu Yue, Shaoyang Liu, Xuebing Li, Steven Y. Liang and Lihui Wang

Towards automated remote sizing and hot steel manufacturing with image registration and fusion pp. 421-438

Yueda Lin, Peng Wang, Zichen Wang, Sardar Ali and Lyudmila Mihaylova

Correction: Towards automated remote sizing and hot steel manufacturing with image registration and fusion pp. 439-439

Yueda Lin, Peng Wang, Zichen Wang, Sardar Ali and Lyudmila Mihaylova

An intelligent prediction method of surface residual stresses based on multi-source heterogeneous data pp. 441-457

Zehua Wang, Sibao Wang, Shilong Wang, Zengya Zhao and Zhifeng Tian

Efficient quality variable prediction of industrial process via fuzzy neural network with lightweight structure pp. 459-474

Jie Wang, Shiwen Xie, Yongfang Xie and Xiaofang Chen

Dual prototypical contrastive network: a novel self-supervised method for cross-domain few-shot fault diagnosis pp. 475-490

Xiao Zhang, Weiguo Huang, Rui Wang, Jun Wang and Changqing Shen

Machine learning guided design of experiments to accelerate exploration of a material extrusion process parameter space pp. 491-508

Devin Young, Britannia Vondrasek and Michael W. Czabaj

Research on flexible job shop scheduling problem with AGV using double DQN pp. 509-535

Minghai Yuan, Liang Zheng, Hanyu Huang, Kaiwen Zhou, Fengque Pei and Wenbin Gu

A signal-to-image fault classification method based on multi-sensor data for robotic grinding monitoring pp. 537-550

Zhe Li, Kexin Liu, Xudong Wang, Xiaofang Yuan, He Xie and Yaonan Wang

A digital twin-driven cutting force adaptive control approach for milling process pp. 551-568

Xin Tong, Qiang Liu, Yinuo Zhou and Pengpeng Sun

Digital twin-based real-time energy optimization method for production line considering fault disturbances pp. 569-593

Tangbin Xia, He Sun, Yutong Ding, Dongyang Han, Wei Qin, Joachim Seidelmann and Lifeng Xi

Event-triggered hierarchical learning control of air-breathing hypersonic vehicles with predefined-time convergence pp. 595-618

Guan Wang and Hongwei Xia

A novel transfer learning approach based on deep degradation feature adaptive alignment for remaining useful life prediction with multi-condition data pp. 619-637

Yi Lyu, Zhenfei Wen and Aiguo Chen

Deformation by design: data-driven approach to predict and modify deformation in thin Ti-6Al-4V sheets using laser peen forming pp. 639-659

Siva Teja Sala, Frederic E. Bock, Dominik Pöltl, Benjamin Klusemann, Norbert Huber and Nikolai Kashaev

Acoustic emission reflection signal classification of PVDF-type AE sensor using convolutional neural network-transfer learning pp. 661-680

Hyo Jeong Kim, Ju Heon Lee, Sin Yeop Lee, Hee Hwan Lee and Seoung Hwan Lee

Supply chain modelling considering blockchain improvement and publicity with fairness concern pp. 681-702

Yuyan Wang, Qiuchen Wu, T. C. E. Cheng and Yulin Sun