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Journal of Intelligent Manufacturing, Volume 34
Volume 34, Number 1, January 2023
- David Sanchez-Londono
, Giacomo Barbieri
Smart retrofitting in maintenance: a systematic literature review. 1-19 - Sachin Kumar, T. Gopi, N. Harikeerthana, Munish Kumar Gupta
Machine learning techniques in additive manufacturing: a state of the art review on design, processes and production control. 21-55 - Karim Nadim, Ahmed Ragab
Data-driven dynamic causality analysis of industrial systems using interpretable machine learning and process mining. 57-83 - Maurizio Faccio
Human factors in cobot era: a review of modern production systems features. 85-106 - Riccardo Rosati
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
Attention-based advantage actor-critic algorithm with prioritized experience replay for complex 2-D robotic motion planning. 151-180 - Victoria Miles
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
Optimisation-driven design to explore and exploit the process-structure-property-performance linkages in digital manufacturing. 219-241 - Iason Sideris
GPyro: uncertainty-aware temperature predictions for additive manufacturing. 243-259 - Mohamed Elhefnawy
Polygon generation and video-to-video translation for time-series prediction. 261-279 - Rachel Lacroix, Anna Timonina-Farkas
Utilizing additive manufacturing and mass customization under capacity constraints. 281-301 - Ahmed Kedir Mohammed, Johannes Kvam, Ingrid Fjordheim Onstein
Automated 3D burr detection in cast manufacturing using sparse convolutional neural networks. 303-314 - Yuwei Mao
A deep learning framework for layer-wise porosity prediction in metal powder bed fusion using thermal signatures. 315-329 - Sherwan Mohammed Najm
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
Development of a surrogate model for high-fidelity laser powder-bed fusion using tensor train and gaussian process regression. 369-385 - Noel P. Greis
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
An assembly timing planning method based on knowledge and mixed integer linear programming. 429-453 - Jun-Qiang Wang
A data-driven method for performance analysis and improvement in production systems with quality inspection. 455-469 - Jun-Qiang Wang
Correction to: A data-driven method for performance analysis and improvement in production systems with quality inspection. 471 - Yen Sheng Tsai
A low-cost intelligent tracking system for clothing manufacturers. 473-491 - Ghassen Cherif
Scheduling of a class of partial routing FMS in uncertain environments with beam search. 493-514 - Chen Zhao, Shichang Du
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
Collaborative knowledge management to identify data analytics opportunities in additive manufacturing. 541-564 - Yicong Gao, Shanhe Lou, Hao Zheng
A data-driven method of selective disassembly planning at end-of-life under uncertainty. 565-585 - Han Cheng, Xianguang Kong, Qibin Wang
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
An individualized system of skeletal data-based CNN classifiers for action recognition in manufacturing assembly. 633-649 - Sheng Zhang
A data-driven workflow for evaporation performance degradation analysis: a full-scale case study in the herbal medicine manufacturing industry. 651-668 - Romina Dastoorian
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
In-situ monitoring laser based directed energy deposition process with deep convolutional neural network. 683-693 - Chi Ma
Self learning-empowered thermal error control method of precision machine tools based on digital twin. 695-717 - Antoine Proteau
Predicting the quality of a machined workpiece with a variational autoencoder approach. 719-737 - Nuwan Munasinghe
Voxel-based sensor placement for additive manufacturing applications. 739-751 - Jianguo Duan, Tian-Yu Ma
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
Adaptive obstacle avoidance in path planning of collaborative robots for dynamic manufacturing. 789-807 - Fangwei Ning, Yan Shi
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
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
Automatic recognition of hot spray marking dot-matrix characters for steel-slab industry. 869-884 - Xianli Liu, Bowen Zhang
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
Reinforcement learning applications to machine scheduling problems: a comprehensive literature review. 905-929 - Vikas Singh, Purushottam Gangsar
Artificial intelligence application in fault diagnostics of rotating industrial machines: a state-of-the-art review. 931-960 - Zhijian Xiong
Maximum angle evolutionary selection for many-objective optimization algorithm with adaptive reference vector. 961-984 - Aniket Nagargoje
Application of artificial intelligence techniques in incremental forming: a state-of-the-art review. 985-1002 - Hamid Reza Fazeli
Integrated approaches of BWM-QFD and FUCOM-QFD for improving weighting solution of design matrix. 1003-1020 - Juliana Moletta
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
Analysis of link failures and recoveries on 6to4 tunneling network with different routing protocol. 1037-1063 - Wenjie Wang
Energy-time tradeoffs for remanufacturing system scheduling using an invasive weed optimization algorithm. 1065-1083 - Paromita Nath
Probabilistic predictive control of porosity in laser powder bed fusion. 1085-1103 - Hakki Özgür Ünver
A novel transfer learning framework for chatter detection using convolutional neural networks. 1105-1124 - Shuting Wang, Jie Meng
Reference training system for intelligent manufacturing talent education: platform construction and curriculum development. 1125-1164 - Diego Augusto de Jesus Pacheco
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
Machine learning aided design of conformal cooling channels for injection molding. 1183-1201 - Mingqiang Yin, Min Huang
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
Data-driven models for predictions of geometric characteristics of bead fabricated by selective laser melting. 1241-1257 - Wang Cai, Ping Jiang
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
Recognizing defects in stainless steel welds based on multi-domain feature expression and self-optimization. 1293-1309 - Ahmed H. Sakr
Simulation and deep reinforcement learning for adaptive dispatching in semiconductor manufacturing systems. 1311-1324 - Pradeep Kundu
A hybrid prognosis approach for life prediction of gears subjected to progressive pitting failure mode. 1325-1346 - Jiaxing Wang
A context-aware recommendation system for improving manufacturing process modeling. 1347-1368 - Juan José Montero Jiménez
An ontology model for maintenance strategy selection and assessment. 1369-1387 - Henriette Knapp
RFID systems optimisation through the use of a new RFID network planning algorithm to support the design of receiving gates. 1389-1407 - Feng Huang
Texture surface defect detection of plastic relays with an enhanced feature pyramid network. 1409-1425 - Huitaek Yun
Autoencoder-based anomaly detection of industrial robot arm using stethoscope based internal sound sensor. 1427-1444 - Muhammad Ameer
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
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
Automated guided vehicles position control: a systematic literature review. 1483-1545 - Yiying Zhang
Group teaching optimization algorithm with information sharing for numerical optimization and engineering optimization. 1547-1571 - Yu Wang, Wei Cui
Feature selection and domain adaptation for cross-machine product quality prediction. 1573-1584 - Dejun Xi, Yi Qin
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
A multitask context-aware approach for design lesson-learned knowledge recommendation in collaborative product design. 1615-1637 - Ying Sun, Jeng-Shyang Pan
Enhanced Equilibrium Optimizer algorithm applied in job shop scheduling problem. 1639-1665 - Cuixia Jiang, Hao Chen, Qifa Xu
Few-shot fault diagnosis of rotating machinery with two-branch prototypical networks. 1667-1681 - Andhi Indira Kusuma
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
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
A novel monitoring method of nanosecond laser scribing float glass with acoustic emission. 1721-1729 - Amanjeet Singh Bhatia
Casting plate defect detection using motif discovery with minimal model training and small data sets. 1731-1742 - Moncef Soualhi
Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations. 1743-1759 - Moncef Soualhi
Correction to: Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations. 1761 - Abdelmonem M. Ibrahim
An improved artificial algae algorithm integrated with differential evolution for job-shop scheduling problem. 1763-1778 - Jing Wang
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
Hybrid data augmentation method for combined failure recognition in rotating machines. 1795-1813 - Zhangyue Shi
An LSTM-autoencoder based online side channel monitoring approach for cyber-physical attack detection in additive manufacturing. 1815-1831 - Laith Abualigah
Improved multi-core arithmetic optimization algorithm-based ensemble mutation for multidisciplinary applications. 1833-1874 - Xianyu Zhang
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
An end-to-end welding defect detection approach based on titanium alloy time-of-flight diffraction images. 1895-1909 - Malik Braik
Enhanced cuckoo search algorithm for industrial winding process modeling. 1911-1940 - Ahmed Maged
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
Deep graph feature learning-based diagnosis approach for rotating machinery using multi-sensor data. 1965-1974 - Osama Aljarrah
Predicting part distortion field in additive manufacturing: a data-driven framework. 1975-1993 - Swarit Anand Singh
Automated surface defect detection framework using machine vision and convolutional neural networks. 1995-2011 - Mengrui Zhu, Yun Yang
Robust modeling method for thermal error of CNC machine tools based on random forest algorithm. 2013-2026 - Chenglin Li, Baohai Wu, Zhao 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
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
Automatic root cause analysis in manufacturing: an overview & conceptualization. 2061-2078 - Danil Yurievich Pimenov, Andrés Bustillo
Artificial intelligence systems for tool condition monitoring in machining: analysis and critical review. 2079-2121 - M. R. Pavan Kumar
Context-sensitive lexicon for imbalanced text sentiment classification using bidirectional LSTM. 2123-2132 - Amon Göppert
Pipeline for ontology-based modeling and automated deployment of digital twins for planning and control of manufacturing systems. 2133-2152 - Meng Xiao, Bo Yang
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
A novel machine learning algorithm for interval systems approximation based on artificial neural network. 2171-2184 - Hussein A. Taha
Autonomous self-healing mechanism for a CNC milling machine based on pattern recognition. 2185-2205 - Khaled Akkad
A dynamic mode decomposition based deep learning technique for prognostics. 2207-2224 - Ruohui Hu, Min Zhang
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
Efficient stability prediction of milling process with arbitrary tool-holder combinations based on transfer learning. 2263-2279 - Khalil Tliba
Digital twin-driven dynamic scheduling of a hybrid flow shop. 2281-2306 - Mohammad Najjartabar Bisheh
Image-based characterization of laser scribing quality using transfer learning. 2307-2319 - Xingguo Wang, Tianyun Chen, Yiming Wang, Dongliang Zheng, Xiaoyu Chen
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
Reconstruction of 3D surfaces from incomplete digitisations using statistical shape models for manufacturing processes. 2345-2358 - Yu Mo, Liang Li, Biqing Huang
Few-shot RUL estimation based on model-agnostic meta-learning. 2359-2372 - Darren Wei Wen Low
Convolutional neural networks for prediction of geometrical errors in incremental sheet metal forming. 2373-2386 - Fuwen Hu
Digital twin-based decision making paradigm of raise boring method. 2387-2405 - Carlos Henrique da Silva Santos, Pedro R. Goulart, Felipe Bertelli, Amauri Garcia
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
Automated real-time detection of surface defects in manufacturing processes of aluminum alloy strip using a lightweight network architecture. 2431-2447 - Xin Zhang
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
Automatic selection system of the building orientation based on double-layer priority aggregation multi-attribute decision-making. 2477-2493 - Daria Berdyugina
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
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
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
A machining feature recognition approach based on hierarchical neural network for multi-feature point cloud models. 2599-2610 - Jinwen Sun, Akash Deep, Shiyu Zhou
Industrial system working condition identification using operation-adjusted hidden Markov model. 2611-2624 - Meiling Cai, Yaqin Shi, Jinping Liu
DRKPCA-VBGMM: fault monitoring via dynamically-recursive kernel principal component analysis with variational Bayesian Gaussian mixture model. 2625-2653 - Yanlin Shi
Conceptual design of product structures based on WordNet hierarchy and association relation. 2655-2671 - Chenang Liu, Rongxuan Wang, Ian Ho, Zhenyu James Kong
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
Correction to: Toward online layer-wise surface morphology measurement in additive manufacturing using a deep learning-based approach. 2691 - Laith Abualigah
Boosted Harris Hawks gravitational force algorithm for global optimization and industrial engineering problems. 2693-2728 - Sung-Mook Oh
Smart classification method to detect irregular nozzle spray patterns inside carbon black reactor using ensemble transfer learning. 2729-2745 - Jie Zhang
Automatic color pattern recognition of multispectral printed fabric images. 2747-2763 - Liliana Stan, Florin-Adrian Nicolescu, Cristina Pupaza
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
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
Improving the functional performances for product family by mining online reviews. 2809-2824 - Yizhe Yang
A nesting optimization method based on digital contour similarity matching for additive manufacturing. 2825-2847 - Sihan Huang
Part family formation method for delayed reconfigurable manufacturing system based on machine learning. 2849-2863
Volume 34, Number 7, October 2023
- German Herrera-Vidal
Measuring manufacturing system complexity: a literature review. 2865-2888 - Farzam Farbiz
Knowledge-embedded machine learning and its applications in smart manufacturing. 2889-2906 - Kai Liao, Wenjun 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
A new differentiable architecture search method for optimizing convolutional neural networks in the digital twin of intelligent robotic grasping. 2943-2961 - Wenkang Zhang
The integrated process planning and scheduling of flexible job-shop-type remanufacturing systems using improved artificial bee colony algorithm. 2963-2988 - R. J. Kuo
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
Optimizing semiconductor processing open tube furnace performance: comparative analysis of PI and Mamdani fuzzy-PI controllers. 3015-3024 - Tianchi Deng, Yingguang Li
Federated learning-based collaborative manufacturing for complex parts. 3025-3038 - Xiaoliang Yan
A digital apprentice for chatter detection in machining via human-machine interaction. 3039-3052 - Jonathan Cacace, Riccardo Caccavale, Alberto Finzi
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
Evaluation of the reliability of resistance spot welding control via on-line monitoring of dynamic resistance. 3109-3129 - Edward Kien Yee Yapp
A layer-wise neural network for multi-item single-output quality estimation. 3131-3141 - Chuanxia Jian
Imbalanced fault diagnosis based on semi-supervised ensemble learning. 3143-3158 - Faping Zhang
Data-manifold-based monitoring and anomaly diagnosis for manufacturing process. 3159-3177 - Bin Ren
Extracting and supplementing method for EEG signal in manufacturing workshop based on deep learning of time-frequency correlation. 3179-3196 - Danqing Kang
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
Advances in machine learning and deep learning applications towards wafer map defect recognition and classification: a review. 3215-3247 - Jia Peter Liu
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
A systematic review of data-driven approaches to fault diagnosis and early warning. 3277-3304 - Ying Zhang
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
Cross-domain adaptation network based on attention mechanism for tool wear prediction. 3365-3387 - Zhichao Wang
Manufacturing process classification based on heat kernel signature and convolutional neural networks. 3389-3411 - Shiji Wang
Meta-FSDet: a meta-learning based detector for few-shot defects of photovoltaic modules. 3413-3427 - Pengfei Gao, Xinggang Yan, Yao Wang, Hongwei Li
An online intelligent method for roller path design in conventional spinning. 3429-3444 - Zhen Wang, Qianwang Deng
Integrated scheduling of production, inventory and imperfect maintenance based on mutual feedback of supplier and demander in distributed environment. 3445-3467 - Marianna Ciccarelli
SPECTRE: a deep learning network for posture recognition in manufacturing. 3469-3481 - Changyuan Yang, Sai Ma
Unified discriminant manifold learning for rotating machinery fault diagnosis. 3483-3494 - Qiwu Zhu, Qingyu Xiong
A novel feature-fusion-based end-to-end approach for remaining useful life prediction. 3495-3505 - Zhenyu Liu, Yiguo Song, Ruining Tang, Guifang Duan
Few-shot defect recognition of metal surfaces via attention-embedding and self-supervised learning. 3507-3521 - Laith Abualigah
Augmented arithmetic optimization algorithm using opposite-based learning and lévy flight distribution for global optimization and data clustering. 3523-3561 - Yuanyuan Wang, Ling Ma
Conductive particle detection via efficient encoder-decoder network. 3563-3577 - Ayman AboElHassan
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
Optimization of injection molding process using multi-objective bayesian optimization and constrained generative inverse design networks. 3623-3636 - PengYu Wang, Wen-An Yang
A cyber-physical prototype system in augmented reality using RGB-D camera for CNC machining simulation. 3637-3658
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