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ORCIDJournal of Intelligent Manufacturing, Volume 34
Volume 34, Number 1, January 2023
- David Sanchez-Londono
, Giacomo Barbieri, Luca Fumagalli:
Smart retrofitting in maintenance: a systematic literature review. 1-19 - Sachin Kumar, T. Gopi, N. Harikeerthana, Munish Kumar Gupta, Vidit Gaur, Grzegorz Królczyk, ChuanSong Wu:
Machine learning techniques in additive manufacturing: a state of the art review on design, processes and production control. 21-55 - Karim Nadim, Ahmed Ragab, Mohamed-Salah Ouali:
Data-driven dynamic causality analysis of industrial systems using interpretable machine learning and process mining. 57-83 - Maurizio Faccio, Irene Granata, Alberto Menini, Mattia Milanese, Chiara Rossato, Matteo Bottin, Riccardo Minto, Patrik Pluchino, Luciano Gamberini, Giovanni Boschetti, Giulio Rosati:
Human factors in cobot era: a review of modern production systems features. 85-106 - Riccardo Rosati, Luca Romeo, Gianalberto Cecchini, Flavio Tonetto, Paolo Viti, Adriano Mancini, Emanuele Frontoni:
From knowledge-based to big data analytic model: a novel IoT and machine learning based decision support system for predictive maintenance in Industry 4.0. 107-121 - Carlos Cuartas, José Aguilar:
Hybrid algorithm based on reinforcement learning for smart inventory management. 123-149 - Chengmin Zhou, Bingding Huang, Haseeb Hassan, Pasi Fränti:
Attention-based advantage actor-critic algorithm with prioritized experience replay for complex 2-D robotic motion planning. 151-180 - Victoria Miles, Stefano Giani, Oliver Vogt:
Recursive encoder network for the automatic analysis of STEP files. 181-196 - Martin Szarski, Sunita Chauhan:
Instant flow distribution network optimization in liquid composite molding using deep reinforcement learning. 197-218 - Iñigo Flores Ituarte, Suraj Panicker, Hari P. N. Nagarajan, Eric Coatanéa, David W. Rosen:
Optimisation-driven design to explore and exploit the process-structure-property-performance linkages in digital manufacturing. 219-241 - Iason Sideris, Francesco Crivelli, Markus Bambach:
GPyro: uncertainty-aware temperature predictions for additive manufacturing. 243-259 - Mohamed Elhefnawy, Ahmed Ragab, Mohamed-Salah Ouali:
Polygon generation and video-to-video translation for time-series prediction. 261-279 - Rachel Lacroix, Anna Timonina-Farkas, Ralf W. Seifert:
Utilizing additive manufacturing and mass customization under capacity constraints. 281-301 - Ahmed Kedir Mohammed, Johannes Kvam, Ingrid Fjordheim Onstein, Marianne Bakken, Helene Schulerud:
Automated 3D burr detection in cast manufacturing using sparse convolutional neural networks. 303-314 - Yuwei Mao, Hui Lin, Christina Xuan Yu, Roger Frye, Darren Beckett, Kevin Anderson, Lars Jacquemetton, Fred Carter, Zhangyuan Gao, Wei-keng Liao, Alok N. Choudhary, Kornel F. Ehmann, Ankit Agrawal:
A deep learning framework for layer-wise porosity prediction in metal powder bed fusion using thermal signatures. 315-329 - Sherwan Mohammed Najm, Imre Paniti:
Investigation and machine learning-based prediction of parametric effects of single point incremental forming on pillow effect and wall profile of AlMn1Mg1 aluminum alloy sheets. 331-367 - Umesh Kizhakkinan, Pham Luu Trung Duong, Robert Laskowski, Guglielmo Vastola, David W. Rosen, Nagarajan Raghavan:
Development of a surrogate model for high-fidelity laser powder-bed fusion using tensor train and gaussian process regression. 369-385 - Noel P. Greis, Monica L. Nogueira, Sambit Bhattacharya, Catherine Spooner, Tony Schmitz:
Stability modeling for chatter avoidance in self-aware machining: an application of physics-guided machine learning. 387-413
Volume 34, Number 2, February 2023
- Sungku Kang, Ran Jin, Xinwei Deng, Ron S. Kenett:
Challenges of modeling and analysis in cybermanufacturing: a review from a machine learning and computation perspective. 415-428 - Jiahui Qian, Zhijing Zhang, Lingling Shi, Dan Song:
An assembly timing planning method based on knowledge and mixed integer linear programming. 429-453 - Jun-Qiang Wang, Yun-Lei Song, Peng-Hao Cui, Yang Li:
A data-driven method for performance analysis and improvement in production systems with quality inspection. 455-469 - Jun-Qiang Wang, Yun-Lei Song, Peng-Hao Cui, Yang Li:
Correction to: A data-driven method for performance analysis and improvement in production systems with quality inspection. 471 - Yen Sheng Tsai, Wei-Hsi Hung:
A low-cost intelligent tracking system for clothing manufacturers. 473-491 - Ghassen Cherif, Edouard Leclercq, Dimitri Lefebvre:
Scheduling of a class of partial routing FMS in uncertain environments with beam search. 493-514 - Chen Zhao, Shichang Du, Jun Lv, Yafei Deng, Guilong Li:
A novel parallel classification network for classifying three-dimensional surface with point cloud data. 515-527 - Youngju Kim, Hoyeop Lee, Chang Ouk Kim:
A variational autoencoder for a semiconductor fault detection model robust to process drift due to incomplete maintenance. 529-540 - Hyunseop Park, Hyunwoong Ko, Yung-Tsun Tina Lee, Shaw C. Feng, Paul Witherell, Hyunbo Cho:
Collaborative knowledge management to identify data analytics opportunities in additive manufacturing. 541-564 - Yicong Gao, Shanhe Lou, Hao Zheng, Jianrong Tan:
A data-driven method of selective disassembly planning at end-of-life under uncertainty. 565-585 - Han Cheng, Xianguang Kong, Qibin Wang, Hongbo Ma, Shengkang Yang, Gaige Chen:
Deep transfer learning based on dynamic domain adaptation for remaining useful life prediction under different working conditions. 587-613 - Yuming Guo:
Towards the efficient generation of variant design in product development networks: network nodes importance based product configuration evaluation approach. 615-631 - Md. Al-Amin, Ruwen Qin, Md. Moniruzzaman, Zhaozheng Yin, Wenjin Tao, Ming C. Leu:
An individualized system of skeletal data-based CNN classifiers for action recognition in manufacturing assembly. 633-649 - Sheng Zhang, Xinyuan Xie, Haibin Qu:
A data-driven workflow for evaporation performance degradation analysis: a full-scale case study in the herbal medicine manufacturing industry. 651-668 - Romina Dastoorian, Lee J. Wells:
A hybrid off-line/on-line quality control approach for real-time monitoring of high-density datasets. 669-682 - Jiqian Mi, Yikai Zhang, Hui Li, Shengnan Shen, Yongqiang Yang, Changhui Song, Xin Zhou, Yucong Duan, Junwen Lu, Haibo Mai:
In-situ monitoring laser based directed energy deposition process with deep convolutional neural network. 683-693 - Chi Ma, Hongquan Gui, Jialan Liu:
Self learning-empowered thermal error control method of precision machine tools based on digital twin. 695-717 - Antoine Proteau, Antoine Tahan, Ryad Zemouri, Marc Thomas:
Predicting the quality of a machined workpiece with a variational autoencoder approach. 719-737 - Nuwan Munasinghe, Thomas Romeijn, Gavin Paul:
Voxel-based sensor placement for additive manufacturing applications. 739-751 - Jianguo Duan, Tian-Yu Ma, Qinglei Zhang, Zhen Liu, Ji-Yun Qin:
Design and application of digital twin system for the blade-rotor test rig. 753-769 - Timon Höbert, Wilfried Lepuschitz, Markus Vincze, Munir Merdan:
Knowledge-driven framework for industrial robotic systems. 771-788 - Yudie Hu, Yuqi Wang, Kaixiong Hu, Weidong Li:
Adaptive obstacle avoidance in path planning of collaborative robots for dynamic manufacturing. 789-807 - Fangwei Ning, Yan Shi, Maolin Cai, Weiqing Xu:
Part machining feature recognition based on a deep learning method. 809-821 - Konstantinos Boulas, Georgios D. Dounias, Chrissoleon T. Papadopoulos:
A hybrid evolutionary algorithm approach for estimating the throughput of short reliable approximately balanced production lines. 823-852 - Jingchang Li, Qi Zhou, Xufeng Huang, Menglei Li, Longchao Cao:
In situ quality inspection with layer-wise visual images based on deep transfer learning during selective laser melting. 853-867 - Junhui Ge, Licheng Liu, Junxi Sun, Hong Zhao, Langming Zhou, Tianle Cheng, Changyan Xiao:
Automatic recognition of hot spray marking dot-matrix characters for steel-slab industry. 869-884 - Xianli Liu, Bowen Zhang, Xuebing Li, Shaoyang Liu, Caixu Yue, Steven Y. Liang:
An approach for tool wear prediction using customized DenseNet and GRU integrated model based on multi-sensor feature fusion. 885-902 - Retraction Note: Visual sensor intelligent module based image transmission in industrial manufacturing for monitoring and manipulation problems. 903
Volume 34, Number 3, March 2023
- Behice Meltem Kayhan, Gokalp Yildiz:
Reinforcement learning applications to machine scheduling problems: a comprehensive literature review. 905-929 - Vikas Singh, Purushottam Gangsar, Rajkumar Porwal, A. Atulkar:
Artificial intelligence application in fault diagnostics of rotating industrial machines: a state-of-the-art review. 931-960 - Zhijian Xiong, Jingming Yang, Zhiwei Zhao, Yongqiang Wang, Zhigang Yang:
Maximum angle evolutionary selection for many-objective optimization algorithm with adaptive reference vector. 961-984 - Aniket Nagargoje, Pavan Kumar Kankar, Prashant Kumar Jain, Puneet Tandon:
Application of artificial intelligence techniques in incremental forming: a state-of-the-art review. 985-1002 - Hamid Reza Fazeli, Qingjin Peng:
Integrated approaches of BWM-QFD and FUCOM-QFD for improving weighting solution of design matrix. 1003-1020 - Juliana Moletta, Gustavo Dambiski Gomes de Carvalho, Revenli Fernanda do Nascimento, Bertiene Maria Lack Barboza, Luis Mauricio Martins de Resende, Joseane Pontes:
Business networks of women entrepreneurs: an analysis of the expectation and reality of factors that affect trust in a business network. 1021-1036 - Neha Jain, Ashish Payal, Aarti Jain:
Analysis of link failures and recoveries on 6to4 tunneling network with different routing protocol. 1037-1063 - Wenjie Wang, Guangdong Tian, Gang Yuan, Duc Truong Pham:
Energy-time tradeoffs for remanufacturing system scheduling using an invasive weed optimization algorithm. 1065-1083 - Paromita Nath, Sankaran Mahadevan:
Probabilistic predictive control of porosity in laser powder bed fusion. 1085-1103 - Hakki Özgür Ünver, Batihan Sener:
A novel transfer learning framework for chatter detection using convolutional neural networks. 1105-1124 - Shuting Wang, Jie Meng, Yuanlong Xie, Liquan Jiang, Han Ding, Xinyu Shao:
Reference training system for intelligent manufacturing talent education: platform construction and curriculum development. 1125-1164 - Diego Augusto de Jesus Pacheco, Carlos Fernando Jung, Marcelo Cunha de Azambuja:
Towards industry 4.0 in practice: a novel RFID-based intelligent system for monitoring and optimisation of production systems. 1165-1181 - Zhenyang Gao, Guoying Dong, Yunlong Tang, Yaoyao Fiona Zhao:
Machine learning aided design of conformal cooling channels for injection molding. 1183-1201 - Mingqiang Yin, Min Huang, Xiaohu Qian, Dazhi Wang, Xingwei Wang, Loo Hay Lee:
Fourth-party logistics network design with service time constraint under stochastic demand. 1203-1227 - Kainan Guan, Guang Yang, Liang Du, Zhengguang Li, Xinhua Yang:
Method for fusion of neighborhood rough set and XGBoost in welding process decision-making. 1229-1240 - Thai Le-Hong, Pai-Chen Lin, Jian-Zhong Chen, Thinh Duc Quy Pham, Xuan Van Tran:
Data-driven models for predictions of geometric characteristics of bead fabricated by selective laser melting. 1241-1257 - Wang Cai, Ping Jiang, Leshi Shu, ShaoNing Geng, Qi Zhou:
Real-time laser keyhole welding penetration state monitoring based on adaptive fusion images using convolutional neural networks. 1259-1273 - Cindy Pamela Lopez, José Aguilar, Marco Santórum:
Autonomous VOs management based on industry 4.0: a systematic literature review. 1275-1291 - Rui Zhang, Na Zhao, Liuhu Fu, Xiaolu Bai, Jianghui Cai:
Recognizing defects in stainless steel welds based on multi-domain feature expression and self-optimization. 1293-1309 - Ahmed H. Sakr, Ayman AboElHassan, Soumaya Yacout, Samuel Bassetto:
Simulation and deep reinforcement learning for adaptive dispatching in semiconductor manufacturing systems. 1311-1324 - Pradeep Kundu, Makarand S. Kulkarni, Ashish K. Darpe:
A hybrid prognosis approach for life prediction of gears subjected to progressive pitting failure mode. 1325-1346 - Jiaxing Wang, Sibin Gao, Zhejun Tang, Dapeng Tan, Bin Cao, Jing Fan:
A context-aware recommendation system for improving manufacturing process modeling. 1347-1368 - Juan José Montero Jiménez, Rob A. Vingerhoeds, Bernard Grabot, Sébastien Schwartz:
An ontology model for maintenance strategy selection and assessment. 1369-1387 - Henriette Knapp, Giovanni Romagnoli:
RFID systems optimisation through the use of a new RFID network planning algorithm to support the design of receiving gates. 1389-1407 - Feng Huang, Benwu Wang, Qipeng Li, Jun Zou:
Texture surface defect detection of plastic relays with an enhanced feature pyramid network. 1409-1425 - Huitaek Yun, Hanjun Kim, Young Hun Jeong, Martin Byung-Guk Jun:
Autoencoder-based anomaly detection of industrial robot arm using stethoscope based internal sound sensor. 1427-1444 - Muhammad Ameer, Mohammed Dahane:
Reconfigurability improvement in Industry 4.0: a hybrid genetic algorithm-based heuristic approach for a co-generation of setup and process plans in a reconfigurable environment. 1445-1467 - Abdallah Amine Melakhsou, Mireille Batton-Hubert:
Welding monitoring and defect detection using probability density distribution and functional nonparametric kernel classifier. 1469-1481
Volume 34, Number 4, April 2023
- Wallace Pereira Neves dos Reis, Giselle Elias Couto, Orides Morandin Junior:
Automated guided vehicles position control: a systematic literature review. 1483-1545 - Yiying Zhang, Aining Chi:
Group teaching optimization algorithm with information sharing for numerical optimization and engineering optimization. 1547-1571 - Yu Wang, Wei Cui, Nhu Khue Vuong, Zhenghua Chen, Yu Zhou, Min Wu:
Feature selection and domain adaptation for cross-machine product quality prediction. 1573-1584 - Dejun Xi, Yi Qin, Sijun Wang:
YDRSNet: an integrated Yolov5-Deeplabv3 + real-time segmentation network for gear pitting measurement. 1585-1599 - Fangjun Wang, Zhouwang Yang, Zhangjin Huang, Yanzhi Song:
A multiple position-based bi-branch model for structural defect inspection. 1601-1614 - Yongjun Ji, Zuhua Jiang, Xinyu Li, Yongwen Huang, Fuhua Wang:
A multitask context-aware approach for design lesson-learned knowledge recommendation in collaborative product design. 1615-1637 - Ying Sun, Jeng-Shyang Pan, Pei Hu, Shu-Chuan Chu:
Enhanced Equilibrium Optimizer algorithm applied in job shop scheduling problem. 1639-1665 - Cuixia Jiang, Hao Chen, Qifa Xu, Xiangxiang Wang:
Few-shot fault diagnosis of rotating machinery with two-branch prototypical networks. 1667-1681 - Andhi Indira Kusuma, Yi-Mei Huang:
Product quality prediction in pulsed laser cutting of silicon steel sheet using vibration signals and deep neural network. 1683-1699 - Thinh Duc Quy Pham, Truong-Vinh Hoang, Xuan Van Tran, Quoc Tuan Pham, Seifallah Fetni, Laurent Duchêne, Hoang Son Tran, Anne Marie Habraken:
Fast and accurate prediction of temperature evolutions in additive manufacturing process using deep learning. 1701-1719 - Weinan Liu, Guojun Zhang, Yu Huang, Wenyuan Li, Youmin Rong, Ranwu Yang:
A novel monitoring method of nanosecond laser scribing float glass with acoustic emission. 1721-1729 - Amanjeet Singh Bhatia, Rado Kotorov, Lianhua Chi:
Casting plate defect detection using motif discovery with minimal model training and small data sets. 1731-1742 - Moncef Soualhi, Khanh T. P. Nguyen, Kamal Medjaher, Denis Lebel, David Cazaban:
Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations. 1743-1759 - Moncef Soualhi, Khanh T. P. Nguyen, Kamal Medjaher, Denis Lebel, David Cazaban:
Correction to: Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations. 1761 - Abdelmonem M. Ibrahim, Mohamed A. Tawhid:
An improved artificial algae algorithm integrated with differential evolution for job-shop scheduling problem. 1763-1778 - Jing Wang, Shubin Lyu, C. L. Philip Chen, Huimin Zhao, Zheng-Chun Lin, Pingsheng Quan:
SPRBF-ABLS: a novel attention-based broad learning systems with sparse polynomial-based radial basis function neural networks. 1779-1794 - Dionísio H. C. S. S. Martins, Amaro A. de Lima, Milena F. Pinto, Douglas de O. Hemerly, Thiago de M. Prego, Fabrício Lopes e Silva, Luís Tarrataca, Ulisses A. Monteiro, Ricardo H. R. Gutiérrez, Diego B. Haddad:
Hybrid data augmentation method for combined failure recognition in rotating machines. 1795-1813 - Zhangyue Shi, Abdullah Al Mamun, Chen Kan, Wenmeng Tian, Chenang Liu:
An LSTM-autoencoder based online side channel monitoring approach for cyber-physical attack detection in additive manufacturing. 1815-1831 - Laith Abualigah, Ali Diabat:
Improved multi-core arithmetic optimization algorithm-based ensemble mutation for multidisciplinary applications. 1833-1874 - Xianyu Zhang, Xinguo Ming:
A Smart system in Manufacturing with Mass Personalization (S-MMP) for blueprint and scenario driven by industrial model transformation. 1875-1893 - Zelin Zhi, Hongquan Jiang, Deyan Yang, Jianmin Gao, Quansheng Wang, Xiaoqiao Wang, Jingren Wang, Yongxiang Wu:
An end-to-end welding defect detection approach based on titanium alloy time-of-flight diffraction images. 1895-1909 - Malik Braik, Alaa F. Sheta, Heba Al-Hiary, Sultan Aljahdali:
Enhanced cuckoo search algorithm for industrial winding process modeling. 1911-1940 - Ahmed Maged, Min Xie:
Recognition of abnormal patterns in industrial processes with variable window size via convolutional neural networks and AdaBoost. 1941-1963 - Kaibo Zhou, Chaoying Yang, Jie Liu, Qi Xu:
Deep graph feature learning-based diagnosis approach for rotating machinery using multi-sensor data. 1965-1974 - Osama Aljarrah, Jun Li, Alfa R. H. Heryudono, Wenzhen Huang, Jing Bi:
Predicting part distortion field in additive manufacturing: a data-driven framework. 1975-1993 - Swarit Anand Singh, K. A. Desai:
Automated surface defect detection framework using machine vision and convolutional neural networks. 1995-2011 - Mengrui Zhu, Yun Yang, Xiaobing Feng, Zhengchun Du, Jianguo Yang:
Robust modeling method for thermal error of CNC machine tools based on random forest algorithm. 2013-2026 - Chenglin Li, Baohai Wu, Zhao Zhang, Ying Zhang:
A novel process planning method of 3 + 2-axis additive manufacturing for aero-engine blade based on machine learning. 2027-2042 - Zhen-Yu Chen, Xin-Li Liu, Li-Ping Yin:
Data-driven product configuration improvement and product line restructuring with text mining and multitask learning. 2043-2059
Volume 34, Number 5, June 2023
- Eduardo E. Oliveira, Vera L. Miguéis, José Luís Cabral de Moura Borges:
Automatic root cause analysis in manufacturing: an overview & conceptualization. 2061-2078 - Danil Yurievich Pimenov, Andrés Bustillo, Szymon Wojciechowski, Vishal S. Sharma, Munish Kumar Gupta, Mustafa Kuntoglu:
Artificial intelligence systems for tool condition monitoring in machining: analysis and critical review. 2079-2121 - M. R. Pavan Kumar, Prabhu Jayagopal:
Context-sensitive lexicon for imbalanced text sentiment classification using bidirectional LSTM. 2123-2132 - Amon Göppert, Lea Grahn, Jonas Rachner, Dennis Grunert, Simon Hort, Robert H. Schmitt:
Pipeline for ontology-based modeling and automated deployment of digital twins for planning and control of manufacturing systems. 2133-2152 - Meng Xiao, Bo Yang, Shilong Wang, Yongsheng Chang, Song Li, Gang Yi:
Research on recognition methods of spot-welding surface appearances based on transfer learning and a lightweight high-precision convolutional neural network. 2153-2170 - Raouf Zerrougui, Amel B. H. Adamou-Mitiche, Lahcène Mitiche:
A novel machine learning algorithm for interval systems approximation based on artificial neural network. 2171-2184 - Hussein A. Taha, Soumaya Yacout, Yasser Shaban:
Autonomous self-healing mechanism for a CNC milling machine based on pattern recognition. 2185-2205 - Khaled Akkad, David He:
A dynamic mode decomposition based deep learning technique for prognostics. 2207-2224 - Ruohui Hu, Min Zhang, Zaiyu Xiang, Jiliang Mo:
Guided deep subdomain adaptation network for fault diagnosis of different types of rolling bearings. 2225-2240 - Merve Cengiz Toklu:
A fuzzy multi-criteria approach based on Clarke and Wright savings algorithm for vehicle routing problem in humanitarian aid distribution. 2241-2261 - Congying Deng, Jielin Tang, Jianguo Miao, Yang Zhao, Xiang Chen, Sheng Lu:
Efficient stability prediction of milling process with arbitrary tool-holder combinations based on transfer learning. 2263-2279 - Khalil Tliba, Thierno M. L. Diallo, Olivia Penas, Romdhane Ben Khalifa, Noureddine Ben Yahia, Jean-Yves Choley:
Digital twin-driven dynamic scheduling of a hybrid flow shop. 2281-2306 - Mohammad Najjartabar Bisheh, Xinya Wang, Shing I. Chang, Shuting Lei, Jianfeng Ma:
Image-based characterization of laser scribing quality using transfer learning. 2307-2319 - Xingguo Wang, Tianyun Chen, Yiming Wang, Dongliang Zheng, Xiaoyu Chen, Zhuang Zhao:
The 3D narrow butt weld seam detection system based on the binocular consistency correction. 2321-2332 - Rui Liu:
An edge-based algorithm for tool wear monitoring in repetitive milling processes. 2333-2343 - José M. Navarro-Jimenez, José Vicente Aguado, Grégoire Bazin, Vicente Albero, Domenico Borzacchiello:
Reconstruction of 3D surfaces from incomplete digitisations using statistical shape models for manufacturing processes. 2345-2358 - Yu Mo, Liang Li, Biqing Huang, Xiu Li:
Few-shot RUL estimation based on model-agnostic meta-learning. 2359-2372 - Darren Wei Wen Low, Akshay Chaudhari, Dharmesh Kumar, A. Senthil Kumar:
Convolutional neural networks for prediction of geometrical errors in incremental sheet metal forming. 2373-2386 - Fuwen Hu, Xianjin Qiu, Guoye Jing, Jian Tang, Yuanzhi Zhu:
Digital twin-based decision making paradigm of raise boring method. 2387-2405 - Carlos Henrique da Silva Santos, Pedro R. Goulart, Felipe Bertelli, Amauri Garcia, Noé Cheung:
Nature inspired algorithms for the solution of inverse heat transfer problems applied to distinct unsteady heat flux orientations in cylindrical castings. 2407-2430 - Zhuxi Ma, Yibo Li, Minghui Huang, Qianbin Huang, Jie Cheng, Si Tang:
Automated real-time detection of surface defects in manufacturing processes of aluminum alloy strip using a lightweight network architecture. 2431-2447 - Xin Zhang, Haifeng Wang, Bo Wu, Quan Zhou, Youmin Hu:
A novel data-driven method based on sample reliability assessment and improved CNN for machinery fault diagnosis with non-ideal data. 2449-2462 - Yingqi Lu, Maede Maftouni, Tairan Yang, Panni Zheng, David Young, Zhenyu James Kong, Zheng Li:
A novel disassembly process of end-of-life lithium-ion batteries enhanced by online sensing and machine learning techniques. 2463-2475 - Yizhe Yang, Bingshan Liu, Haochen Li, Xin Li, Xiaodong Liu, Gong Wang:
Automatic selection system of the building orientation based on double-layer priority aggregation multi-attribute decision-making. 2477-2493 - Daria Berdyugina, Denis Cavallucci:
Automatic extraction of inventive information out of patent texts in support of manufacturing design studies using Natural Languages Processing. 2495-2509
Volume 34, Number 6, August 2023
- Andrew Kusiak:
Manufacturing metaverse. 2511-2512 - Anupama Prashar:
Title: production planning and control in industry 4.0 environment: a morphological analysis of literature and research agenda. 2513-2528 - Md Doulotuzzaman Xames, Fariha Kabir Torsha, Ferdous Sarwar:
A systematic literature review on recent trends of machine learning applications in additive manufacturing. 2529-2555 - Yingjie Zhang, Wentao Yan:
Applications of machine learning in metal powder-bed fusion in-process monitoring and control: status and challenges. 2557-2580 - Xinjian Deng, Jianhua Liu, Hao Gong, Jiayu Huang:
A novel vision-based method for loosening detection of marked T-junction pipe fittings integrating GAN-based segmentation and SVM-based classification algorithms. 2581-2597 - Xinhua Yao, Di Wang, Tao Yu, Congcong Luan, Jianzhong Fu:
A machining feature recognition approach based on hierarchical neural network for multi-feature point cloud models. 2599-2610 - Jinwen Sun, Akash Deep, Shiyu Zhou, Dharmaraj Veeramani:
Industrial system working condition identification using operation-adjusted hidden Markov model. 2611-2624 - Meiling Cai, Yaqin Shi, Jinping Liu, Jean Paul Niyoyita, Hadi Jahanshahi, Ayman A. Aly:
DRKPCA-VBGMM: fault monitoring via dynamically-recursive kernel principal component analysis with variational Bayesian Gaussian mixture model. 2625-2653 - Yanlin Shi, Qingjin Peng:
Conceptual design of product structures based on WordNet hierarchy and association relation. 2655-2671 - Chenang Liu, Rongxuan Wang, Ian Ho, Zhenyu James Kong, Christopher Williams, Suresh Babu, Chase Joslin:
Toward online layer-wise surface morphology measurement in additive manufacturing using a deep learning-based approach. 2673-2689 - Chenang Liu, Rongxuan Wang, Ian Ho, Zhenyu James Kong, Christopher Williams, Suresh Babu, Chase Joslin:
Correction to: Toward online layer-wise surface morphology measurement in additive manufacturing using a deep learning-based approach. 2691 - Laith Abualigah, Ali Diabat, Davor Svetinovic, Mohamed Abd Elaziz:
Boosted Harris Hawks gravitational force algorithm for global optimization and industrial engineering problems. 2693-2728 - Sung-Mook Oh, Jin Park, Jinsun Yang, Younggyun Oh, Kyung-Woo Yi:
Smart classification method to detect irregular nozzle spray patterns inside carbon black reactor using ensemble transfer learning. 2729-2745 - Jie Zhang, Pengpeng Yao, Ho Chung Wu, John H. Xin:
Automatic color pattern recognition of multispectral printed fabric images. 2747-2763 - Liliana Stan, Florin-Adrian Nicolescu, Cristina Pupaza, Gabriel Jiga:
Digital Twin and web services for robotic deburring in intelligent manufacturing. 2765-2781 - Rong Luo, Ruihu Chen, Fengting Jia, Biru Lin, Jie Liu, Yafei Sun, Xinbo Yang, Weikuan Jia:
RBD-Net: robust breakage detection algorithm for industrial leather. 2783-2796 - Wei Qin, Qing Hu, Zilong Zhuang, Haozhe Huang, Xiaodan Zhu, Lin Han:
IPPE-PCR: a novel 6D pose estimation method based on point cloud repair for texture-less and occluded industrial parts. 2797-2807 - Chao He, Zhongkai Li, Deng-zhuo Liu, Guangyu Zou, Shuai Wang:
Improving the functional performances for product family by mining online reviews. 2809-2824 - Yizhe Yang, Bingshan Liu, Haochen Li, Xin Li, Gong Wang, Shan Li:
A nesting optimization method based on digital contour similarity matching for additive manufacturing. 2825-2847 - Sihan Huang, Guoxin Wang, Shiqi Nie, Bin Wang, Yan Yan:
Part family formation method for delayed reconfigurable manufacturing system based on machine learning. 2849-2863
Volume 34, Number 7, October 2023
- German Herrera-Vidal, Jairo R. Coronado-Hernández, Claudia Minnaard:
Measuring manufacturing system complexity: a literature review. 2865-2888 - Farzam Farbiz, Mohamed Salahuddin Habibullah, Brahim Hamadicharef, Tomasz Maszczyk, Saurabh Aggarwal:
Knowledge-embedded machine learning and its applications in smart manufacturing. 2889-2906 - Kai Liao, Wenjun Wang, Xuesong Mei, Wenwen Tian, Hai Yuan, Mingqiong Wang, Bozhe Wang:
Shape regulation of tapered microchannels in silica glass ablated by femtosecond laser with theoretical modeling and machine learning. 2907-2924 - Jixiang Tang, Huan Zhou, Tiankui Wang, Zhenxun Jin, Youli Wang, Xuanyin Wang:
Cascaded foreign object detection in manufacturing processes using convolutional neural networks and synthetic data generation methodology. 2925-2941 - Weifei Hu, Jinyi Shao, Qing Jiao, Chuxuan Wang, Jin Cheng, Zhenyu Liu, Jianrong Tan:
A new differentiable architecture search method for optimizing convolutional neural networks in the digital twin of intelligent robotic grasping. 2943-2961 - Wenkang Zhang, Yufan Zheng, Rafiq Ahmad:
The integrated process planning and scheduling of flexible job-shop-type remanufacturing systems using improved artificial bee colony algorithm. 2963-2988 - R. J. Kuo, Faisal Fuad Nursyahid:
Foreign objects detection using deep learning techniques for graphic card assembly line. 2989-3000 - Jiyoung Song, Young Chul Lee, Jeongsu Lee:
Deep generative model with time series-image encoding for manufacturing fault detection in die casting process. 3001-3014 - Wesley Beccaro, Carlos A. S. Ramos, Silvio X. Duarte:
Optimizing semiconductor processing open tube furnace performance: comparative analysis of PI and Mamdani fuzzy-PI controllers. 3015-3024 - Tianchi Deng, Yingguang Li, Xu Liu, Lihui Wang:
Federated learning-based collaborative manufacturing for complex parts. 3025-3038 - Xiaoliang Yan, Shreyes N. Melkote, Anant Kumar Mishra, Sudhir Rajagopalan:
A digital apprentice for chatter detection in machining via human-machine interaction. 3039-3052 - Jonathan Cacace, Riccardo Caccavale, Alberto Finzi, Riccardo Grieco:
Combining human guidance and structured task execution during physical human-robot collaboration. 3053-3067 - Kaishu Xia, Thorsten Wuest, Ramy F. Harik:
Automated manufacturability analysis in smart manufacturing systems: a signature mapping method for product-centered digital twins. 3069-3090 - Siyamalan Manivannan:
Automatic quality inspection in additive manufacturing using semi-supervised deep learning. 3091-3108 - Sergey Butsykin, Anton Gordynets, Alexey Kiselev, Mikhail Slobodyan:
Evaluation of the reliability of resistance spot welding control via on-line monitoring of dynamic resistance. 3109-3129 - Edward Kien Yee Yapp, Abhishek Gupta, Xiang Li:
A layer-wise neural network for multi-item single-output quality estimation. 3131-3141 - Chuanxia Jian, Yinhui Ao:
Imbalanced fault diagnosis based on semi-supervised ensemble learning. 3143-3158 - Faping Zhang, Jialun Zhang, Junjiu Ma:
Data-manifold-based monitoring and anomaly diagnosis for manufacturing process. 3159-3177 - Bin Ren, Yunjie Pan:
Extracting and supplementing method for EEG signal in manufacturing workshop based on deep learning of time-frequency correlation. 3179-3196 - Danqing Kang, Jianhuang Lai, Junyong Zhu, Yu Han:
An adaptive feature reconstruction network for the precise segmentation of surface defects on printed circuit boards. 3197-3214
Volume 34, Number 8, December 2023
- Tongwha Kim, Kamran Behdinan:
Advances in machine learning and deep learning applications towards wafer map defect recognition and classification: a review. 3215-3247 - Jia Peter Liu, Jiafeng Ye, Daniel Silva Izquierdo, Aleksandr Vinel, Nima Shamsaei, Shuai Shao:
A review of machine learning techniques for process and performance optimization in laser beam powder bed fusion additive manufacturing. 3249-3275 - Jieyang Peng, Andreas Kimmig, Dongkun Wang, Zhibin Niu, Fan Zhi, Jiahai Wang, Xiufeng Liu, Jivka Ovtcharova:
A systematic review of data-driven approaches to fault diagnosis and early warning. 3277-3304 - Ying Zhang, Mutahar Safdar, Jiarui Xie, Jinghao Li, Manuel Sage, Yaoyao Fiona Zhao:
A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management. 3305-3340 - Zhaochen Gu, Shashank Sharma, Daniel A. Riley, Mangesh V. Pantawane, Sameehan S. Joshi, Song Fu, Narendra B. Dahotre:
A universal predictor-based machine learning model for optimal process maps in laser powder bed fusion process. 3341-3363 - Jianliang He, Yuxin Sun, Chen Yin, Yan He, Yulin Wang:
Cross-domain adaptation network based on attention mechanism for tool wear prediction. 3365-3387 - Zhichao Wang, David W. Rosen:
Manufacturing process classification based on heat kernel signature and convolutional neural networks. 3389-3411 - Shiji Wang, Haiyong Chen, Kun Liu, Ying Zhou, Huichuan Feng:
Meta-FSDet: a meta-learning based detector for few-shot defects of photovoltaic modules. 3413-3427 - Pengfei Gao, Xinggang Yan, Yao Wang, Hongwei Li, Mei Zhan, Fei Ma, Mingwang Fu:
An online intelligent method for roller path design in conventional spinning. 3429-3444 - Zhen Wang, Qianwang Deng, Like Zhang, Xiaoyan Liu:
Integrated scheduling of production, inventory and imperfect maintenance based on mutual feedback of supplier and demander in distributed environment. 3445-3467 - Marianna Ciccarelli, Flavio Corradini, Michele Germani, Giacomo Menchi, Leonardo Mostarda, Alessandra Papetti, Marco Piangerelli:
SPECTRE: a deep learning network for posture recognition in manufacturing. 3469-3481 - Changyuan Yang, Sai Ma, Qinkai Han:
Unified discriminant manifold learning for rotating machinery fault diagnosis. 3483-3494 - Qiwu Zhu, Qingyu Xiong, Zhengyi Yang, Yang Yu:
A novel feature-fusion-based end-to-end approach for remaining useful life prediction. 3495-3505 - Zhenyu Liu, Yiguo Song, Ruining Tang, Guifang Duan, Jianrong Tan:
Few-shot defect recognition of metal surfaces via attention-embedding and self-supervised learning. 3507-3521 - Laith Abualigah, Mohamed Abd El Aziz, Dalia Yousri, Mohammed Abdulaziz Aide Al-qaness, Ahmed A. Ewees, Raed Abu Zitar:
Augmented arithmetic optimization algorithm using opposite-based learning and lévy flight distribution for global optimization and data clustering. 3523-3561 - Yuanyuan Wang, Ling Ma, Lihua Jian, Huiqin Jiang:
Conductive particle detection via efficient encoder-decoder network. 3563-3577 - Ayman AboElHassan, Soumaya Yacout:
A digital shadow framework using distributed system concepts. 3579-3598 - Minghao Piao, Cheng Hao Jin:
CNN and ensemble learning based wafer map failure pattern recognition based on local property based features. 3599-3621 - Jiyoung Jung, Kundo Park, Byungjin Cho, Jinkyoo Park, Seunghwa Ryu:
Optimization of injection molding process using multi-objective bayesian optimization and constrained generative inverse design networks. 3623-3636 - PengYu Wang, Wen-An Yang, Youpeng You:
A cyber-physical prototype system in augmented reality using RGB-D camera for CNC machining simulation. 3637-3658
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