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ORCIDJournal of Intelligent Manufacturing, Volume 35
Volume 35, Number 1, January 2024
- Andrew Kusiak:
Hyper-automation in manufacturing industry. 1-2 - Miguel Castillo, Roberto Monroy, Rafiq Ahmad
:
Scientometric analysis and systematic review of smart manufacturing technologies applied to the 3D printing polymer material extrusion system. 3-33 - Hongbin Wang, Yang Ding, Hanchuan Xu:
Particle swarm optimization service composition algorithm based on prior knowledge. 35-53 - Deyuan Ma, Ping Jiang, Leshi Shu, Zhaoliang Gong, Yilin Wang, ShaoNing Geng:
Online porosity prediction in laser welding of aluminum alloys based on a multi-fidelity deep learning framework. 55-73 - Xuan Jing, Xifan Yao, Min Liu, Jiajun Zhou:
Multi-agent reinforcement learning based on graph convolutional network for flexible job shop scheduling. 75-93 - Zeqing Yang, Mingxuan Zhang, Yingshu Chen, Ning Hu, Lingxiao Gao, Libing Liu, Enxu Ping, Jung Il Song:
Surface defect detection method for air rudder based on positive samples. 95-113 - Yupeng Wei, Dazhong Wu:
Material removal rate prediction in chemical mechanical planarization with conditional probabilistic autoencoder and stacking ensemble learning. 115-127 - Daehyun Baek, Hyeong Soon Moon, Sang-Hu Park:
In-process prediction of weld penetration depth using machine learning-based molten pool extraction technique in tungsten arc welding. 129-145 - Zhicheng Xu, Vignesh Selvaraj, Sangkee Min:
State identification of a 5-axis ultra-precision CNC machine tool using energy consumption data assisted by multi-output densely connected 1D-CNN model. 147-160 - Hamid Jamshidi, Erhan Budak:
A digital twin-based framework for selection of grinding conditions towards improved productivity and part quality. 161-173 - Xiaochen Zheng, Xiaodu Hu, Rebeca Arista, Jinzhi Lu, Jyri Sorvari, Joachim Lentes, Fernando Ubis, Dimitris Kiritsis:
A semantic-driven tradespace framework to accelerate aircraft manufacturing system design. 175-198 - Huixin Tian, Qiangqiang Xu:
A spatio-temporal fault diagnosis method based on STF-DBN for reciprocating compressor. 199-216 - Hongquan Jiang, Deyan Yang, Zelin Zhi, Qiangzheng Jing, Jianmin Gao, Chenyue Tao, Zhixiang Cheng:
A normal weld recognition method for time-of-flight diffraction detection based on generative adversarial network. 217-233 - Xifan Yao, Nanfeng Ma, Jianming Zhang, Kesai Wang, Erfu Yang, Maurizio Faccio:
Enhancing wisdom manufacturing as industrial metaverse for industry and society 5.0. 235-255 - Tales H. A. Boratto, Camila Martins Saporetti, Samuel da Costa Alves Basilio, Alexandre A. Cury, Leonardo Goliatt:
Data-driven cymbal bronze alloy identification via evolutionary machine learning with automatic feature selection. 257-273 - Chen Fu Chien, Hsin-Jung Wu:
Integrated circuit probe card troubleshooting based on rough set theory for advanced quality control and an empirical study. 275-287 - Guo Zhou, Kai Zhou, Jing Zhang, Meng Yuan, Xiaohao Wang, Pingfa Feng, Min Zhang, Feng Feng:
Digital modeling-driven chatter suppression for thin-walled part manufacturing. 289-305 - Bikash Koli Dey, Hyesung Seok:
Intelligent inventory management with autonomation and service strategy. 307-330 - Dongxiang Hou, Xiaodong Wang, Qing Song, Xuesong Mei, Haicheng Wang:
A quality improvement method for complex component fine manufacturing based on terminal laser beam deflection compensation. 331-341 - Wenwen Tian, Jiong Zhang, Fei Zhao, Xiaobing Feng, Xuesong Mei, Guangde Chen, Hao Wang:
Interpolation-based virtual sample generation for surface roughness prediction. 343-353 - Chaoying Yang, Jie Liu, Kaibo Zhou, Xinyu Li:
Dynamic spatial-temporal graph-driven machine remaining useful life prediction method using graph data augmentation. 355-366 - Shuai Ma, Kechen Song, Menghui Niu, Hongkun Tian, Yunhui Yan:
Cross-scale fusion and domain adversarial network for generalizable rail surface defect segmentation on unseen datasets. 367-386 - Hao Sun, Shengqiang Zhao, Fangyu Peng, Rong Yan, Lin Zhou, Teng Zhang, Chi Zhang:
In-situ prediction of machining errors of thin-walled parts: an engineering knowledge based sparse Bayesian learning approach. 387-411 - Zhaoyang Yin, Mingjun Chen, Linjie Zhao, Jian Cheng, Chao Tan, Xiaotao Li, Zhiyu Lin, Yankang Chen:
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. 413-428 - Bianca Maria Colosimo, Luca Pagani, Marco Grasso:
Modeling spatial point processes in video-imaging via Ripley's K-function: an application to spatter analysis in additive manufacturing. 429-447 - Zhen Zhang, Zenan Yang, Chenchong Wang, Wei Xu:
Accelerating ultrashort pulse laser micromachining process comprehensive optimization using a machine learning cycle design strategy integrated with a physical model. 449-465
Volume 35, Number 2, February 2024
- Giulio Mattera, Luigi Nele, Davide Paolella:
Monitoring and control the Wire Arc Additive Manufacturing process using artificial intelligence techniques: a review. 467-497 - Luis M. Camarinha-Matos, André Dionísio Rocha, Paula Graça:
Collaborative approaches in sustainable and resilient manufacturing. 499-519 - Josué Obregon, Jae-Yoon Jung:
Rule-based visualization of faulty process conditions in the die-casting manufacturing. 521-537 - Shiquan Ling, Daqiang Guo, Mingxing Li, Yiming Rong, George Q. Huang:
Heterogeneous demand-capacity synchronization for smart assembly cell line based on artificial intelligence-enabled IIoT. 539-554 - Stéphane Touzé, Matthieu Rauch, Jean-Yves Hascoët:
Methodology for complexity and cost comparison between subtractive and additive manufacturing processes. 555-574 - Fanbo Meng, Jin Huang, Bu Ping, Pengfei Yuan, Nan Bai, Xiaolai Zhang, Xueyou Shi, Jinzhu Zhou, Peng Li, Pengbing Zhao:
Intelligent control system for 3D inkjet printing. 575-586 - Sunil Kumar, Afzal Sikander:
A novel hybrid framework for single and multi-robot path planning in a complex industrial environment. 587-612 - Xiangdong Wang, Xiaofeng Hu, Jiafu Wan:
Digital-twin based real-time resource allocation for hull parts picking and processing. 613-632 - Yuxi Xie, Shaofan Li, C. T. Wu, Zhipeng Lai, Miao Su:
A novel hypergraph convolution network for wafer defect patterns identification based on an unbalanced dataset. 633-646 - Jun Zhou, Qingling Cai:
Global and local representation collaborative learning for few-shot learning. 647-664 - Jun Zhou, Qingling Cai:
Correction: Global and local representation collaborative learning for few-shot learning. 665 - Felix Grumbach, Anna Müller, Pascal Reusch, Sebastian Trojahn:
Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning. 667-686 - Shuanlong Niu, Yaru Peng, Bin Li, Yuanhong Qiu, Tongzhi Niu, Weifeng Li:
A novel deep learning motivated data augmentation system based on defect segmentation requirements. 687-701 - Song Lin, Zhiyong He, Lining Sun:
A novel micro-defect classification system based on attention enhancement. 703-726 - Xianyu Zhang, Xinguo Ming:
A smart system of Customer- product Interaction Life Cycle (CILC) in industrial Internet era for mass personalization from industrial practice survey: identification, definition, acquisition and parsing. 727-756 - Nimel Sworna Ross, Paul T. Sheeba, C. Sherin Shibi, Munish Kumar Gupta, Mehmet Erdi Korkmaz, Vishal S. Sharma:
A novel approach of tool condition monitoring in sustainable machining of Ni alloy with transfer learning models. 757-775 - Qibin Wang, Yuanbing Xu, Shengkang Yang, Jiantao Chang, Jingang Zhang, Xianguang Kong:
A domain adaptation method for bearing fault diagnosis using multiple incomplete source data. 777-791 - Maurizio Faccio, Irene Granata, Riccardo Minto:
Task allocation model for human-robot collaboration with variable cobot speed. 793-806 - Shih-Hsien Tseng, Khoa-Dang Tran:
Predicting maintenance through an attention long short-term memory projected model. 807-824 - Jakob Zietsch, Rafal Kulaga, Harald Held, Christoph Herrmann, Sebastian Thiede:
Multi-layer edge resource placement optimization for factories. 825-840 - Jiaqi Zhao, Xiaolong Qian, Yunzhou Zhang, Dexing Shan, Xiaozheng Liu, Sonya Coleman, Dermot Kerr:
A knowledge distillation-based multi-scale relation-prototypical network for cross-domain few-shot defect classification. 841-857 - Corentin Lallier, Guillaume Blin, Bruno Pinaud, Laurent Vézard:
Graph neural network comparison for 2D nesting efficiency estimation. 859-873 - Muhammad Hassan, Marcus Svadling, Niclas Björsell:
Experience from implementing digital twins for maintenance in industrial processes. 875-884 - Stefano De Blasi, Maryam Bahrami, Elmar Engels, Alexander Gepperth:
Safe contextual Bayesian optimization integrated in industrial control for self-learning machines. 885-903 - Xiaokang Huang, Xukai Ren, Huanwei Yu, Xiyong Du, Xianfeng Chen, Ze Chai, Xiaoqi Chen:
Partitioned abrasive belt condition monitoring based on a unified coefficient and image processing. 905-923 - Zeqing Jin, Dahyun Daniel Lim, Xueying Zhao, Meenakshi Mamunuru, Sassan Roham, Grace X. Gu:
Machine learning enabled optimization of showerhead design for semiconductor deposition process. 925-935
Volume 35, Number 3, March 2024
- Chao Huang, Siqi Bu, Hiu Hung Lee, Kwong Wah Chan, Winco K. C. Yung:
Prognostics and health management for induction machines: a comprehensive review. 937-962 - Norbert Piotrowski:
Machine learning approach to packaging compatibility testing in the new product development process. 963-975 - Tian-Feng Qi, Hairong Fang, Yu-Fei Chen, Li-Tao He:
Research on digital twin monitoring system for large complex surface machining. 977-990 - Alberto Boschetto, Luana Bottini, Somayeh Vatanparast:
Powder bed monitoring via digital image analysis in additive manufacturing. 991-1011 - Jinling Wang, Yebing Tian, Xintao Hu, Zenghua Fan, Jinguo Han, Yanhou Liu:
Development of grinding intelligent monitoring and big data-driven decision making expert system towards high efficiency and low energy consumption: experimental approach. 1013-1035 - Sara Bysko, Jolanta Krystek, Andrzej Swierniak:
Nash equilibrium as a tool for the Car Sequencing Problem 4.0. 1037-1053 - Samuel Gerdes, Aniruddha Gaikwad, Srikanthan Ramesh, Iris V. Rivero, Ali Tamayol, Prahalada Rao:
Monitoring and control of biological additive manufacturing using machine learning. 1055-1077 - Zhiwen Huang, Jiajie Shao, Jianmin Zhu, Wei Zhang, Xiaoru Li:
Tool wear condition monitoring across machining processes based on feature transfer by deep adversarial domain confusion network. 1079-1105 - Funing Li, Sebastian Lang, Bingyuan Hong, Tobias Reggelin:
A two-stage RNN-based deep reinforcement learning approach for solving the parallel machine scheduling problem with due dates and family setups. 1107-1140 - Ruining Tang, Zhenyu Liu, Yiguo Song, Guifang Duan, Jianrong Tan:
Hierarchical multi-scale network for cross-scale visual defect detection. 1141-1157 - Yao Li, Zhengcai Zhao, Yucan Fu, Qingliang Chen:
A novel approach for tool condition monitoring based on transfer learning of deep neural networks using time-frequency images. 1159-1171 - Hongquan Gui, Jialan Liu, Chi Ma, Mengyuan Li:
Industrial-oriented machine learning big data framework for temporal-spatial error prediction and control with DTSMGCN model. 1173-1196 - Yufan Zhu, Si-Lu Chen, Chi Zhang, Zhongyu Piao, Guilin Yang:
Development of adaptive safety constraint by predicting trajectories of closest points between human and co-robot. 1197-1206 - Hongwei Xu, Wei Qin, Yan-Ning Sun, Youlong Lv, Jie Zhang:
Attention mechanism-based deep learning for heat load prediction in blast furnace ironmaking process. 1207-1220 - Thanasis Zoumpekas, Alexander Leutgeb, Anna Puig, Maria Salamó:
Machining tool identification utilizing temporal 3D point clouds. 1221-1232 - Isack Farady, Chih-Yang Lin, Ming-Ching Chang:
PreAugNet: improve data augmentation for industrial defect classification with small-scale training data. 1233-1246 - Peng Gao, Zijian Wu, Yiming Wang, Jun Lu, Zhuang Zhao:
Method for monitoring and controlling penetration of complex groove welding based on online multi-modal data. 1247-1265 - Bingyu Lu, Biqing Huang:
A texture-aware one-stage fabric defect detection network with adaptive feature fusion and multi-task training. 1267-1280 - Nicholas Satterlee, Elisa Torresani, Eugene Olevsky, John S. Kang:
Automatic detection and characterization of porosities in cross-section images of metal parts produced by binder jetting using machine learning and image augmentation. 1281-1303 - Matthew Russell, Joseph Kershaw, Yujun Xia, Tianle Lv, Yongbing Li, Hassan Ghassemi-Armaki, Blair E. Carlson, Peng Wang:
Comparison and explanation of data-driven modeling for weld quality prediction in resistance spot welding. 1305-1319 - Ramy M. Khalifa, Soumaya Yacout, Samuel Bassetto:
Root cause analysis of an out-of-control process using a logical analysis of data regression model and exponential weighted moving average. 1321-1336 - Ping Chen, Mingfang Chen, Sen Wang, Yanjin Song, Yu Cui, Zhongping Chen, Yongxia Zhang, Songlin Chen, Xiang Mo:
Real-time defect detection of TFT-LCD displays using a lightweight network architecture. 1337-1352 - Xiahui Liu, Liqun Zhang, Qianwang Deng, Meng Li, Chao Jiang:
Bilateral matching for collaborative remanufacturing services based on multi-attribute preferences and mutual interactions. 1353-1372 - Adhe Kania, Bekir Afsar, Kaisa Miettinen, Juha Sipilä:
DESMILS: a decision support approach for multi-item lot sizing using interactive multiobjective optimization. 1373-1387 - Javid Akhavan, Jiaqi Lyu, Souran Manoochehri:
A deep learning solution for real-time quality assessment and control in additive manufacturing using point cloud data. 1389-1406
Volume 35, Number 4, April 2024
- Timothy Herzog, Milan Brandt, Adrian Trinchi, Antonella Sola, Andrey Molotnikov:
Process monitoring and machine learning for defect detection in laser-based metal additive manufacturing. 1407-1437 - Wei Guo, Yijin Wang, Xin Chen, Pingyu Jiang:
Federated transfer learning for auxiliary classifier generative adversarial networks: framework and industrial application. 1439-1454 - Jianyu Long, Yibin Chen, Huiyu Huang, Zhe Yang, Yunwei Huang, Chuan Li:
Multidomain variance-learnable prototypical network for few-shot diagnosis of novel faults. 1455-1467 - Christian Idzik, Alexander Krämer, Gerhard Hirt, J. Lohmar:
Coupling of an analytical rolling model and reinforcement learning to design pass schedules: towards properties controlled hot rolling. 1469-1490 - Thanh Q. Nguyen, Nghi N. Nguyen, Xuan Van Tran:
Power spectral density moment of having defective 3D printed plastic beams under moving load based on deep learning. 1491-1515 - Michael Mario Wocker, Frederik Ferid Ostermeier, Tobias Wanninger, Ronny Zwinkau, Jochen Deuse:
Flexible job shop scheduling with preventive maintenance consideration. 1517-1539 - Alberto Mozo, Stanislav Vakaruk, Jesús Enrique Sierra-García, Antonio Pastor:
Anticipatory analysis of AGV trajectory in a 5G network using machine learning. 1541-1569 - Kunyu Wang, Lin Zhang, Zidi Jia, Hongbo Cheng, Han Lu, Jin Cui:
A framework and method for equipment digital twin dynamic evolution based on IExATCN. 1571-1583 - Peng Shi, Xiaomeng Tong, Maolin Cai, Shuai Niu:
A novel 2.5D machining feature recognition method based on ray blanking algorithm. 1585-1605 - Joselito Yam II Alcaraz, Wout Foqué, Abhay Sharma, Tegoeh Tjahjowidodo:
Indirect porosity detection and root-cause identification in WAAM. 1607-1628 - Angelo Cardellicchio, Massimiliano Nitti, Cosimo Patruno, Nicola Mosca, Maria di Summa, Ettore Stella, Vito Renò:
Automatic quality control of aluminium parts welds based on 3D data and artificial intelligence. 1629-1648 - Maroua Ghali, Sami Elghali, Nizar Aifaoui:
Genetic algorithm optimization based on manufacturing prediction for an efficient tolerance allocation approach. 1649-1670 - Hangbin Zheng, Tianyuan Liu, Jiayu Liu, Jinsong Bao:
Visual analytics for digital twins: a conceptual framework and case study. 1671-1686 - Simon Oster, Philipp P. Breese, Alexander Ulbricht, Gunther Mohr, Simon J. Altenburg:
A deep learning framework for defect prediction based on thermographic in-situ monitoring in laser powder bed fusion. 1687-1706 - Chenze Wang, Han Wang, Min Liu:
A dual-attention feature fusion network for imbalanced fault diagnosis with two-stream hybrid generated data. 1707-1719 - Martin Unterberg, Marco Becker, Philipp Niemietz, Thomas Bergs:
Data-driven indirect punch wear monitoring in sheet-metal stamping processes. 1721-1735 - Runyu Zhang, Yingjian Liu, Thomas Zheng, Sarah Eddin, Steven Nolet, Yi-Ling Liang, Shaghayegh Rezazadeh, Joseph Wilson, Hongbing Lu, Dong Qian:
A fast spatio-temporal temperature predictor for vacuum assisted resin infusion molding process based on deep machine learning modeling. 1737-1764 - Xingguo Wang, Xiaoyu Chen, Zhuang Zhao, Yi Zhang, Dongliang Zheng, Jing Han:
High-precision point cloud registration system of multi-view industrial self-similar workpiece based on super-point space guidance. 1765-1779 - Nhat-To Huynh:
A multi-subpopulation genetic algorithm-based CNN approach for ceramic tile defects classification. 1781-1792 - Ming-Chuan Chiu, Yu-Hsiang Chiang, Jing-Er Chiu:
Developing an explainable hybrid deep learning model in digital transformation: an empirical study. 1793-1810 - Zhenshuang Wu, Nian Cai, Kaiqiong Chen, Hao Xia, Shuai Zhou, Han Wang:
GAN-based statistical modeling with adaptive schemes for surface defect inspection of IC metal packages. 1811-1824 - Andrew Chung Chee Law, Rongxuan Wang, Jihoon Chung, Ezgi Kucukdeger, Yang Liu, Ted Barron, Blake N. Johnson, Zhenyu James Kong:
Process parameter optimization for reproducible fabrication of layer porosity quality of 3D-printed tissue scaffold. 1825-1844 - Changxuan Zhao, Shreyes N. Melkote:
Learning the manufacturing capabilities of machining and finishing processes using a deep neural network model. 1845-1865 - Chen Yin, Yulin Wang, Jeong Hoon Ko, Heow Pueh Lee, Yuxin Sun:
Attention-driven transfer learning framework for dynamic model guided time domain chatter detection. 1867-1885 - Tarek Iraki, Lukas Morand, Johannes Dornheim, Norbert Link, Dirk Helm:
A multi-task learning-based optimization approach for finding diverse sets of microstructures with desired properties. 1887-1903
Volume 35, Number 5, June 2024
- Maurizio Faccio, Yuval Cohen:
Intelligent cobot systems: human-cobot collaboration in manufacturing. 1905-1907 - Alessandro Alessio, Khurshid Aliev, Dario Antonelli:
Multicriteria task classification in human-robot collaborative assembly through fuzzy inference. 1909-1927 - Adalberto Polenghi, Laura Cattaneo, Marco Macchi:
A framework for fault detection and diagnostics of articulated collaborative robots based on hybrid series modelling of Artificial Intelligence algorithms. 1929-1947 - Marvin Walczok, Tanja Bipp:
Investigating the effect of intelligent assistance systems on motivational work characteristics in assembly. 1949-1962 - Joze M. Rozanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaz Fortuna, Dunja Mladenic:
Active learning and novel model calibration measurements for automated visual inspection in manufacturing. 1963-1984 - Wenhao Yang, Qinqin Xiao, Yunbo Zhang:
HAR2bot: a human-centered augmented reality robot programming method with the awareness of cognitive load. 1985-2003 - Lorenzo Vianello, Serena Ivaldi, Alexis Aubry, Luka Peternel:
The effects of role transitions and adaptation in human-cobot collaboration. 2005-2019 - Weibin Qu, Jie Li, Rong Zhang, Shimin Liu, Jinsong Bao:
Adaptive planning of human-robot collaborative disassembly for end-of-life lithium-ion batteries based on digital twin. 2021-2043 - Manuel Müller, Tamás Ruppert, Nasser Jazdi, Michael Weyrich:
Self-improving situation awareness for human-robot-collaboration using intelligent Digital Twin. 2045-2063 - Ali Keshvarparast, Daria Battini, Olga Battaïa, Amir Pirayesh:
Collaborative robots in manufacturing and assembly systems: literature review and future research agenda. 2065-2118 - Chuhua Xian, Jun Zhang, Wenhao Yang, Yunbo Zhang:
Multi-scale progressive fusion-based depth image completion and enhancement for industrial collaborative robot applications. 2119-2135 - Wei Fan, Qiang Fu, Yansheng Cao, Lianyu Zheng, Xuexin Zhang, Jieru Zhang:
Binocular vision and priori data based intelligent pose measurement method of large aerospace cylindrical components. 2137-2159 - Bruno de Athayde Prata, Helio Yochihiro Fuchigami:
A genetic iterated greedy algorithm for the blocking flowshop to minimize total earliness and tardiness. 2161-2174 - Mohammed Woyeso Geda, Pai Zheng, C. K. Kwong, Yuk-Ming Tang:
A bilevel optimisation model for the joint configuration of new and remanufactured products considering specification upgrading of used products. 2175-2191 - Chi Zhang, Jian Cui, Jianguo Wu, Xi Zhang:
Attention mechanism and texture contextual information for steel plate defects detection. 2193-2214 - Haodong Chen, Niloofar Zendehdel, Ming C. Leu, Zhaozheng Yin:
Fine-grained activity classification in assembly based on multi-visual modalities. 2215-2233 - Weidong Li, Yudie Hu, Yong Zhou, Duc Truong Pham:
Safe human-robot collaboration for industrial settings: a survey. 2235-2261 - Shuo Su, Ben J. Hicks, Aydin Nassehi:
Investigating the influence of fidelity on the capability of a digital twin to detect material extrusion failures. 2263-2276 - Hanwen Kou, Han Shi, Hai Zhao:
Subspace and second-order statistical distribution alignment for cross-domain recognition of human hand motions. 2277-2293 - Seung-Ho Park, Kyoung-Su Park:
A pre-trained model selection for transfer learning of remaining useful life prediction of grinding wheel. 2295-2312 - Ziyuan Xie, Fan Chen, Lu Wang, Wenjun Ge, Wentao Yan:
Data-driven prediction of keyhole features in metal additive manufacturing based on physics-based simulation. 2313-2326 - Eleonora Iunusova, Monica Katherine Gonzalez, Károly Szipka, Andreas Archenti:
Early fault diagnosis in rolling element bearings: comparative analysis of a knowledge-based and a data-driven approach. 2327-2347 - Xi Huang, Wei Long Ng, Wai Yee Yeong:
Predicting the number of printed cells during inkjet-based bioprinting process based on droplet velocity profile using machine learning approaches. 2349-2364 - Xi Huang, Wei Long Ng, Wai Yee Yeong:
Correction to: Predicting the number of printed cells during inkjet-based bioprinting process based on droplet velocity profile using machine learning approaches. 2365 - Mengqi He, Xiuxu Zhao, Fan He, Emmanuel Appiah, Jiao Li, Chenghui Zhu:
A modified RBF-CBR model considering evaluation index for gear grinding process with worm grinding wheel decision support system. 2367-2386 - Jihoon Chung, Bo Shen, Zhenyu James Kong:
Anomaly detection in additive manufacturing processes using supervised classification with imbalanced sensor data based on generative adversarial network. 2387-2406
Volume 35, Number 6, August 2024
- Abderrachid Hamrani, Arvind Agarwal, Amine Allouhi, Dwayne McDaniel:
Applying machine learning to wire arc additive manufacturing: a systematic data-driven literature review. 2407-2439 - Joma Aldrini, Ines Chihi, Lilia Sidhom:
Fault diagnosis and self-healing for smart manufacturing: a review. 2441-2473 - Chuanhao Wang, Yongjian Sun, Xiaohong Wang:
Image deep learning in fault diagnosis of mechanical equipment. 2475-2515 - Shimin Liu, Pai Zheng, Jinsong Bao:
Digital Twin-based manufacturing system: a survey based on a novel reference model. 2517-2546 - Bohao Li, Zhenghui Lu, Xiaoliang Jin, Liping Zhao:
Tool wear prediction in milling CFRP with different fiber orientations based on multi-channel 1DCNN-LSTM. 2547-2566 - Pei Wang, Tao Wang, Sheng Yang, Han Cheng, Pengde Huang, Qianle Zhang:
Production quality prediction of cross-specification products using dynamic deep transfer learning network. 2567-2592 - Ziqing Wang, Wenzhu Liao:
Smart scheduling of dynamic job shop based on discrete event simulation and deep reinforcement learning. 2593-2610 - Ziqing Wang, Wenzhu Liao:
Correction to: Smart scheduling of dynamic job shop based on discrete event simulation and deep reinforcement learning. 2611 - Chao-Chang Liao, Chih-Ching Hsu, Hong-Tsu Young, Kuan-Ming Li:
An innovative integrated approach to automatic defect detection system of cell phone case manufacturing in an empirical implementation. 2613-2624 - Jan Michael Spoor, Jens Weber:
Evaluation of process planning in manufacturing by a neural network based on an energy definition of hopfield nets. 2625-2643 - Philipp Lechner, Christoph Hartmann, Daniel Wolf, Abdelrahman Habiba:
Deviation compensation in LPBF series production via statistical predeformation and structural pattern analysis. 2645-2652 - Shujiao Ye, Zheng Wang, Pengbo Xiong, Xinhao Xu, Lintong Du, Jiubin Tan, Weibo Wang:
Multi-stage few-shot micro-defect detection of patterned OLED panel using defect inpainting and multi-scale Siamese neural network. 2653-2669 - Tobias Biegel, Patrick Helm, Nicolas Jourdan, Joachim Metternich:
SSMSPC: self-supervised multivariate statistical in-process control in discrete manufacturing processes. 2671-2698 - Marc-André Filz, Jan Philipp Bosse, Christoph Herrmann:
Digitalization platform for data-driven quality management in multi-stage manufacturing systems. 2699-2718 - Mohamed Atwya, George Panoutsos:
In-situ porosity prediction in metal powder bed fusion additive manufacturing using spectral emissions: a prior-guided machine learning approach. 2719-2742 - Jie Zhou, Zerui Xi, Shilong Wang, Bo Yang, Youhong Zhang, Yucheng Zhang:
A real spatial-temporal attention denoising network for nugget quality detection in resistance spot weld. 2743-2764 - Jiewu Leng, Zisheng Lin, Zhiqiang Huang, Ruijun Ye, Qiang Liu, Xin Chen:
Rapid simplification of 3D geometry model of mechanisms in the digital twins-driven manufacturing system design. 2765-2786 - Shutong Xie, Zongbao He, Yee Man Loh, Yu Yang, Kunhong Liu, Chao Liu, Chi Fai Cheung, Nan Yu, Chunjin Wang:
A novel interpretable predictive model based on ensemble learning and differential evolution algorithm for surface roughness prediction in abrasive water jet polishing. 2787-2810 - Kirolos Abdou, Osama Mohammed, George Eskandar, Amgad Ibrahim, Paul-Amaury Matt, Marco F. Huber:
Smart nesting: estimating geometrical compatibility in the nesting problem using graph neural networks. 2811-2827 - Anass El Houd, Benoît Piranda, Raphael De Matos, Julien Bourgeois:
Swarm intelligence-based framework for accelerated and optimized assembly line design in the automotive industry. 2829-2843 - Yan Zhang, Wen Zhang, Xiao Shi, Ting Hou:
Competing refurbishment in a supply chain with different selling modes. 2845-2865 - Baotong Chen, Lei Wang, Shujun Yu, Jiafu Wan, Xuhui Xia:
Equipment electrocardiogram (EECG): making intelligent production line more robust. 2867-2886 - Saren Qimuge, Zhijing Zhang, Jian Xiong, Xiao Chen, Dongsheng Zhu, Wenrong Wu, Xin Jin, Ke Shang:
An accuracy and performance-oriented accurate digital twin modeling method for precision microstructures. 2887-2911 - Yucheng Wang, Fei Tao, Ying Zuo, Meng Zhang, Qinglin Qi:
Digital twin enhanced fault diagnosis reasoning for autoclave. 2913-2928 - Zimeng Jiang, Aoming Zhang, Zhangdong Chen, Chenguang Ma, Zhenghui Yuan, Yifan Deng, Yingjie Zhang:
A deep convolutional network combining layerwise images and defect parameter vectors for laser powder bed fusion process anomalies classification. 2929-2959 - Yu Yang, Sthitie Bom, Xiaotong Shen:
A hierarchical ensemble causal structure learning approach for wafer manufacturing. 2961-2978
Volume 35, Number 7, October 2024
- Jingyang Xiang, Lianguo Wang, Li Li, Kee-Hung Lai, Wei Cai:
Classification-design-optimization integrated picking robots: a review. 2979-3002 - Elnaz Gholipour, Ali Bastas:
State-of-the-art review of neural network applications in pharmaceutical manufacturing: current state and future directions. 3003-3035 - Rishi Kumar, Kuldip Singh Sangwan, Christoph Herrmann, Rishi Ghosh:
Development of a cyber physical production system framework for smart tool health management. 3037-3066 - Mohammed Salah, Abdulla Ayyad, Mohammed Ramadan, Yusra Abdulrahman, Dewald Swart, Abdelqader Abusafieh, Lakmal D. Seneviratne, Yahya H. Zweiri:
High speed neuromorphic vision-based inspection of countersinks in automated manufacturing processes. 3067-3081 - Khairul Jauhari, Achmad Zaki Rahman, Mahfudz Al Huda, Achmad Widodo, Toni Prahasto:
Building digital-twin virtual machining for milling chatter detection based on VMD, synchro-squeeze wavelet, and pre-trained network CNNs with vibration signals. 3083-3114 - John Taco, Pradeep Kundu, Jay Lee:
A novel technique for multiple failure modes classification based on deep forest algorithm. 3115-3129 - Huanjie Wang, Yuan Li, Xiwei Bai, Jingwei Li, Jie Tan, Chengbao Liu:
Label propagation-based unsupervised domain adaptation for intelligent fault diagnosis. 3131-3148 - Farzaneh Kaji, Howard Nguyen-Huu, Jinoop Arackal Narayanan, Mark Zimny, Ehsan Toyserkani:
Intermittent adaptive trajectory planning for geometric defect correction in large-scale robotic laser directed energy deposition based additive manufacturing. 3149-3168 - Gun-Yeol Na, Jeongsam Yang:
Two-dimensional polygon classification and pairwise clustering for pairing in ship parts nesting. 3169-3184 - Lin Huang, Weiming Deng, Chunchun Li, Tiejun Yang:
Object detection for blind inspection of industrial products based on neural architecture search. 3185-3195 - Jiayang Liu, Fuqi Xie, Qiang Zhang, Qiucheng Lyu, Xiaosun Wang, Shijing Wu:
A multisensory time-frequency features fusion method for rotating machinery fault diagnosis under nonstationary case. 3197-3217 - Lu Chen, Yingguang Li, Gengxiang Chen, Xu Liu, Changqing Liu:
Physics-guided high-value data sampling method for predicting milling stability with limited experimental data. 3219-3234 - Henri Meeß, Michael Herzog, Enes Alp, Bernd Kuhlenkötter:
Evolutionary algorithms for a simheuristic optimization of the product-service system design. 3235-3257 - Liang Xi, Wei Wang, Jingyi Chen, Xuefeng Wu:
Appending-inspired multivariate time series association fusion for tool condition monitoring. 3259-3272 - Zaizuo Tang, Guangzhu Chen, Ruili Wang, Zhenlian Miao, Manna Dai, Yujun Ma, Xiaojuan Liao:
CD3IS: cross dimensional 3D instance segmentation network for production workshop. 3273-3289 - Shugui Wang, Yunxian Cui, Yuxin Song, Chenggang Ding, Wanyu Ding, Junwei Yin:
A novel surface temperature sensor and random forest-based welding quality prediction model. 3291-3314 - Zichen Bai, Junfeng Jing:
Mobile-Deeplab: a lightweight pixel segmentation-based method for fabric defect detection. 3315-3330 - Johan A. Stendal, M. Bambach:
Developing an artificial neural network controller for accelerating the hot deformation of the titanium aluminide TNM-B1 using reinforcement learning and finite element simulations. 3331-3352 - Jinfeng Liu, Qiukai Ji, Xiaohu Zhang, Yu Chen, Yiming Zhang, Xiaojun Liu, Mingming Tang:
Digital twin model-driven capacity evaluation and scheduling optimization for ship welding production line. 3353-3375 - Seth Osei, Wei Wang, Jiahao Yu, Qicheng Ding:
A new effective decoupling method to identify the tracking errors of the motion axes of the five-axis machine tools. 3377-3392 - Qiaoyu Zhang, Yan Lin:
Integrating multi-agent reinforcement learning and 3D A* search for facility layout problem considering connector-assembly. 3393-3418 - Kai Zhang, Zhiying Tu, Dianhui Chu, Xiaoping Lu, Lucheng Chen:
Aic: an industrial knowledge graph with Abstraction-Instance-Capability reasoning abilities for personalized customization. 3419-3440 - Xu Han, Xinyu Liu, Honghui Wang, Guijie Liu:
A performance evaluation method based on combination of knowledge graph and surrogate model. 3441-3457 - Pengcheng Xia, Yixiang Huang, Chengjin Qin, Chengliang Liu:
Towards prognostic generalization: a domain conditional invariance and specificity disentanglement network for remaining useful life prediction. 3459-3477 - Christian Neunzig, Dennis Möllensiep, Bernd Kuhlenkötter, Matthias Möller:
ML Pro: digital assistance system for interactive machine learning in production. 3479-3499 - Wei Nie, Katharina De Vita, Tariq Masood:
An ontology for defining and characterizing demonstration environments. 3501-3521 - Hanting Zhou, Wenhe Chen, Jing Liu, Longsheng Cheng, Min Xia:
Trustworthy and intelligent fault diagnosis with effective denoising and evidential stacked GRU neural network. 3523-3542 - Chun Fai Lui, Ahmed Maged, Min Xie:
A novel image feature based self-supervised learning model for effective quality inspection in additive manufacturing. 3543-3558 - Pengfei Wang, Jinkun Deng, Xu Li, Changchun Hua, Lihong Su, Guanyu Deng:
A novel strategy based on machine learning of selective cooling control of work roll for improvement of cold rolled strip flatness. 3559-3576 - Reza Teimouri, Sebastian Skoczypiec:
Predictive modeling of roughness change in multistep machining. 3577-3598
Volume 35, Number 8, December 2024
- Alexandre Dolgui, Hichem Haddou Benderbal, Fabio Sgarbossa, Simon Thevenin:
Editorial for the special issue: AI and data-driven decisions in manufacturing. 3599-3604 - Muhammad Raza Naqvi, Linda Elmhadhbi, Arkopaul Sarkar, Bernard Archimède, Mohamed-Hedi Karray:
Survey on ontology-based explainable AI in manufacturing. 3605-3627 - Tasnim A. Abdel-Aty, Elisa Negri:
Conceptualizing the digital thread for smart manufacturing: a systematic literature review. 3629-3653 - Miguel Castillo, Roberto Monroy, Rafiq Ahmad:
A cyber-physical production system for autonomous part quality control in polymer additive manufacturing material extrusion process. 3655-3679 - Patrick Bründl, Benedikt Scheffler, Micha Stoidner, Huong Nguyen, Andreas Baechler, Ahmad Abrass, Jörg Franke:
Semantic part segmentation of spatial features via geometric deep learning for automated control cabinet assembly. 3681-3695 - Christos Gkournelos, Christos Konstantinou, Panagiotis Angelakis, Eleni Tzavara, Sotiris Makris:
Praxis: a framework for AI-driven human action recognition in assembly. 3697-3711 - Yeeyeng Liau, Kwangyeol Ryu:
Framework of knowledge management for human-robot collaborative mold assembly using heterogeneous cobots. 3713-3729 - Bart Meyers, Hans Vangheluwe, Pieter Lietaert, Geert Vanderhulst, Johan Van Noten, Michel Schaffers, Davy Maes, Klaas Gadeyne:
Towards a knowledge graph framework for ad hoc analysis in manufacturing. 3731-3752 - Kamar Zekhnini, Abla Chaouni Benabdellah, Anass Cherrafi:
A multi-agent based big data analytics system for viable supplier selection. 3753-3773 - Alberto Loffredo, Marvin Carl May, Andrea Matta, Gisela Lanza:
Reinforcement learning for sustainability enhancement of production lines. 3775-3791 - Sarah Wagner, Clemens Gonnermann, Marc Wegmann, Franz Georg Listl, Gunther Reinhart, Michael Weyrich:
From framework to industrial implementation: the digital twin in process planning. 3793-3813 - Cosmin Aron, Fabio Sgarbossa, Eric Ballot, Dmitry A. Ivanov:
Cloud material handling systems: a cyber-physical system to enable dynamic resource allocation and digital interoperability. 3815-3836 - Jia-Hua Zhang, Xuemei Liu, Beikun Zhang:
Mathematical modelling and a discrete cuckoo search particle swarm optimization algorithm for mixed model sequencing problem with interval task times. 3837-3856 - Lennart M. Steinbacher, Tim Düe, Marius Veigt, Michael Freitag:
Automatic model generation for material flow simulations of Third-Party Logistics. 3857-3874 - Lixiang Zhang, Yan Yan, Yaoguang Hu:
Deep reinforcement learning for dynamic scheduling of energy-efficient automated guided vehicles. 3875-3888 - Yaoyao Ping, Yongkui Liu, Lin Zhang, Lihui Wang, Xun Xu:
Enterprise and service-level scheduling of robot production services in cloud manufacturing with deep reinforcement learning. 3889-3916 - Lea Kaven, Philipp Huke, Amon Göppert, Robert H. Schmitt:
Multi agent reinforcement learning for online layout planning and scheduling in flexible assembly systems. 3917-3936 - Alexander Rokoss, Marius Syberg, Laura Tomidei, Christian Hülsing, Jochen Deuse, Matthias Schmidt:
Case study on delivery time determination using a machine learning approach in small batch production companies. 3937-3958 - Yingjun Shen, Taohong Wang, Zhe Song:
Online performance and proactive maintenance assessment of data driven prediction models. 3959-3993 - Ayoub Chakroun, Yasmina Hani, Abderrahmane El Mhamedi, Faouzi Masmoudi:
A predictive maintenance model for health assessment of an assembly robot based on machine learning in the context of smart plant. 3995-4013 - Raúl Llasag Rosero, Catarina Silva, Bernardete Ribeiro, Bruno F. Santos:
Label synchronization for Hybrid Federated Learning in manufacturing and predictive maintenance. 4015-4034 - Teemu Mäkiaho, Jouko Laitinen, Mikael Nuutila, Kari T. Koskinen:
Remaining useful lifetime prediction for milling blades using a fused data prediction model (FDPM). 4035-4054 - Jr-Fong Dang:
The multisensor information fusion-based deep learning model for equipment health monitor integrating subject matter expert knowledge. 4055-4069 - Joseph Cohen, Xun Huan, Jun Ni:
Shapley-based explainable AI for clustering applications in fault diagnosis and prognosis. 4071-4086 - Hamed Khosravi, Taofeeq Olajire, Ahmed Shoyeb Raihan, Imtiaz Ahmed:
A data driven sequential learning framework to accelerate and optimize multi-objective manufacturing decisions. 4087-4112 - Marcel Panzer, Norbert Gronau:
Designing an adaptive and deep learning based control framework for modular production systems. 4113-4136 - Mengxuan Gao, Songmei Yuan, Jiayong Wei, Jin Niu, Zikang Zhang, Xiaoqi Li, Jiaqi Zhang, Ning Zhou, Mingrui Luo:
Optimization of processing parameters for waterjet-guided laser machining of SiC/SiC composites. 4137-4157 - Abhilash Puthanveettil Madathil, Xichun Luo, Qi Liu, Charles Walker, Rajeshkumar Madarkar, Yukui Cai, Zhanqiang Liu, Wenlong Chang, Yi Qin:
Intrinsic and post-hoc XAI approaches for fingerprint identification and response prediction in smart manufacturing processes. 4159-4180 - Hongmeng Xu, Haihong Huang:
CNN architecture-based hybrid fusion model for in-situ monitoring to fabricate metal matrix composite by laser melt injection. 4181-4200 - Lei Guo, Zhengcong Duan, Wanjin Guo, Kai Ding, Chul-Hee Lee, Felix T. S. Chan:
Machine vision-based recognition of elastic abrasive tool wear and its influence on machining performance. 4201-4216 - Dmitrii Dobriborsci, Roman Zashchitin, Mikhail Kakanov, Wolfgang Aumer, Pavel Osinenko:
Predictive reinforcement learning: map-less navigation method for mobile robot. 4217-4232 - Lisa Heuss, Daniel Gebauer, Gunther Reinhart:
Concept for the automated adaption of abstract planning domains for specific application cases in skills-based industrial robotics. 4233-4258 - Marvin Carl May, Jan Oberst, Gisela Lanza:
Managing product-inherent constraints with artificial intelligence: production control for time constraints in semiconductor manufacturing. 4259-4276
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