Printed from https://ideas.repec.org/s/spr/joinma3.html
Content
December 2023, Volume 34, Issue 8
- 3249-3275 A review of machine learning techniques for process and performance optimization in laser beam powder bed fusion additive manufacturing
by Jia Liu & Jiafeng Ye & Daniel Silva Izquierdo & Aleksandr Vinel & Nima Shamsaei & Shuai Shao - 3277-3304 A systematic review of data-driven approaches to fault diagnosis and early warning
by Peng Jieyang & Andreas Kimmig & Wang Dongkun & Zhibin Niu & Fan Zhi & Wang Jiahai & Xiufeng Liu & Jivka Ovtcharova - 3305-3340 A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management
by Ying Zhang & Mutahar Safdar & Jiarui Xie & Jinghao Li & Manuel Sage & Yaoyao Fiona Zhao - 3341-3363 A universal predictor-based machine learning model for optimal process maps in laser powder bed fusion process
by Zhaochen Gu & Shashank Sharma & Daniel A. Riley & Mangesh V. Pantawane & Sameehan S. Joshi & Song Fu & Narendra B. Dahotre - 3365-3387 Cross-domain adaptation network based on attention mechanism for tool wear prediction
by Jianliang He & Yuxin Sun & Chen Yin & Yan He & Yulin Wang - 3389-3411 Manufacturing process classification based on heat kernel signature and convolutional neural networks
by Zhichao Wang & David Rosen - 3413-3427 Meta-FSDet: a meta-learning based detector for few-shot defects of photovoltaic modules
by Shijie Wang & Haiyong Chen & Kun Liu & Ying Zhou & Huichuan Feng - 3429-3444 An online intelligent method for roller path design in conventional spinning
by Pengfei Gao & Xinggang Yan & Yao Wang & Hongwei Li & Mei Zhan & Fei Ma & Mingwang Fu - 3445-3467 Integrated scheduling of production, inventory and imperfect maintenance based on mutual feedback of supplier and demander in distributed environment
by Zhen Wang & Qianwang Deng & Like Zhang & Xiaoyan Liu - 3469-3481 SPECTRE: a deep learning network for posture recognition in manufacturing
by Marianna Ciccarelli & Flavio Corradini & Michele Germani & Giacomo Menchi & Leonardo Mostarda & Alessandra Papetti & Marco Piangerelli - 3483-3494 Unified discriminant manifold learning for rotating machinery fault diagnosis
by Changyuan Yang & Sai Ma & Qinkai Han - 3495-3505 A novel feature-fusion-based end-to-end approach for remaining useful life prediction
by Qiwu Zhu & Qingyu Xiong & Zhengyi Yang & Yang Yu - 3507-3521 Few-shot defect recognition of metal surfaces via attention-embedding and self-supervised learning
by Zhenyu Liu & Yiguo Song & Ruining Tang & Guifang Duan & Jianrong Tan - 3523-3561 Augmented arithmetic optimization algorithm using opposite-based learning and lévy flight distribution for global optimization and data clustering
by Laith Abualigah & Mohamed Abd Elaziz & Dalia Yousri & Mohammed A. A. Al-qaness & Ahmed A. Ewees & Raed Abu Zitar - 3563-3577 Conductive particle detection via efficient encoder–decoder network
by Yuanyuan Wang & Ling Ma & Lihua Jian & Huiqin Jiang - 3579-3598 A digital shadow framework using distributed system concepts
by Ayman AboElHassan & Soumaya Yacout - 3599-3621 CNN and ensemble learning based wafer map failure pattern recognition based on local property based features
by Minghao Piao & Cheng Hao Jin - 3623-3636 Optimization of injection molding process using multi-objective bayesian optimization and constrained generative inverse design networks
by Jiyoung Jung & Kundo Park & Byungjin Cho & Jinkyoo Park & Seunghwa Ryu - 3637-3658 A cyber-physical prototype system in augmented reality using RGB-D camera for CNC machining simulation
by PengYu Wang & Wen-An Yang & YouPeng You
October 2023, Volume 34, Issue 7
- 2865-2888 Measuring manufacturing system complexity: a literature review
by Germán Herrera Vidal & Jairo R. Coronado-Hernández & Claudia Minnaard - 2889-2906 Knowledge-embedded machine learning and its applications in smart manufacturing
by Farzam Farbiz & Mohd Salahuddin Habibullah & Brahim Hamadicharef & Tomasz Maszczyk & Saurabh Aggarwal - 2907-2924 Shape regulation of tapered microchannels in silica glass ablated by femtosecond laser with theoretical modeling and machine learning
by Kai Liao & Wenjun Wang & Xuesong Mei & Wenwen Tian & Hai Yuan & Mingqiong Wang & Bozhe Wang - 2925-2941 Cascaded foreign object detection in manufacturing processes using convolutional neural networks and synthetic data generation methodology
by Jixiang Tang & Huan Zhou & Tiankui Wang & Zhenxun Jin & Youli Wang & Xuanyin Wang - 2943-2961 A new differentiable architecture search method for optimizing convolutional neural networks in the digital twin of intelligent robotic grasping
by Weifei Hu & Jinyi Shao & Qing Jiao & Chuxuan Wang & Jin Cheng & Zhenyu Liu & Jianrong Tan - 2963-2988 The integrated process planning and scheduling of flexible job-shop-type remanufacturing systems using improved artificial bee colony algorithm
by Wenkang Zhang & Yufan Zheng & Rafiq Ahmad - 2989-3000 Foreign objects detection using deep learning techniques for graphic card assembly line
by R. J. Kuo & Faisal Fuad Nursyahid - 3001-3014 Deep generative model with time series-image encoding for manufacturing fault detection in die casting process
by Jiyoung Song & Young Chul Lee & Jeongsu Lee - 3015-3024 Optimizing semiconductor processing open tube furnace performance: comparative analysis of PI and Mamdani fuzzy-PI controllers
by Wesley Beccaro & Carlos A. S. Ramos & Silvio X. Duarte - 3025-3038 Federated learning-based collaborative manufacturing for complex parts
by Tianchi Deng & Yingguang Li & Xu Liu & Lihui Wang - 3039-3052 A digital apprentice for chatter detection in machining via human–machine interaction
by Xiaoliang Yan & Shreyes Melkote & Anant Kumar Mishra & Sudhir Rajagopalan - 3053-3067 Combining human guidance and structured task execution during physical human–robot collaboration
by Jonathan Cacace & Riccardo Caccavale & Alberto Finzi & Riccardo Grieco - 3069-3090 Automated manufacturability analysis in smart manufacturing systems: a signature mapping method for product-centered digital twins
by Kaishu Xia & Thorsten Wuest & Ramy Harik - 3091-3108 Automatic quality inspection in additive manufacturing using semi-supervised deep learning
by Siyamalan Manivannan - 3109-3129 Evaluation of the reliability of resistance spot welding control via on-line monitoring of dynamic resistance
by Sergey Butsykin & Anton Gordynets & Alexey Kiselev & Mikhail Slobodyan - 3131-3141 A layer-wise neural network for multi-item single-output quality estimation
by Edward K. Y. Yapp & Abhishek Gupta & Xiang Li - 3143-3158 Imbalanced fault diagnosis based on semi-supervised ensemble learning
by Chuanxia Jian & Yinhui Ao - 3159-3177 Data-manifold-based monitoring and anomaly diagnosis for manufacturing process
by Faping Zhang & Jialun Zhang & Junjiu Ma - 3179-3196 Extracting and supplementing method for EEG signal in manufacturing workshop based on deep learning of time–frequency correlation
by Bin Ren & Yunjie Pan - 3197-3214 An adaptive feature reconstruction network for the precise segmentation of surface defects on printed circuit boards
by Danqing Kang & Jianhuang Lai & Junyong Zhu & Yu Han
August 2023, Volume 34, Issue 6
- 2511-2512 Manufacturing metaverse
by Andrew Kusiak - 2513-2528 Title: production planning and control in industry 4.0 environment: a morphological analysis of literature and research agenda
by Anupama Prashar - 2529-2555 A systematic literature review on recent trends of machine learning applications in additive manufacturing
by Md Doulotuzzaman Xames & Fariha Kabir Torsha & Ferdous Sarwar - 2557-2580 Applications of machine learning in metal powder-bed fusion in-process monitoring and control: status and challenges
by Yingjie Zhang & Wentao Yan - 2581-2597 A novel vision-based method for loosening detection of marked T-junction pipe fittings integrating GAN-based segmentation and SVM-based classification algorithms
by Xinjian Deng & Jianhua Liu & Hao Gong & Jiayu Huang - 2599-2610 A machining feature recognition approach based on hierarchical neural network for multi-feature point cloud models
by Xinhua Yao & Di Wang & Tao Yu & Congcong Luan & Jianzhong Fu - 2611-2624 Industrial system working condition identification using operation-adjusted hidden Markov model
by Jinwen Sun & Akash Deep & Shiyu Zhou & Dharmaraj Veeramani - 2625-2653 DRKPCA-VBGMM: fault monitoring via dynamically-recursive kernel principal component analysis with variational Bayesian Gaussian mixture model
by Meiling Cai & Yaqin Shi & Jinping Liu & Jean Paul Niyoyita & Hadi Jahanshahi & Ayman A. Aly - 2655-2671 Conceptual design of product structures based on WordNet hierarchy and association relation
by Yanlin Shi & Qingjin Peng - 2673-2689 Toward online layer-wise surface morphology measurement in additive manufacturing using a deep learning-based approach
by Chenang Liu & Rongxuan Raphael Wang & Ian Ho & Zhenyu James Kong & Christopher Williams & Suresh Babu & Chase Joslin - 2691-2691 Correction to: Toward online layer-wise surface morphology measurement in additive manufacturing using a deep learning-based approach
by Chenang Liu & Rongxuan Raphael Wang & Ian Ho & Zhenyu James Kong & Christopher Williams & Suresh Babu & Chase Joslin - 2693-2728 Boosted Harris Hawks gravitational force algorithm for global optimization and industrial engineering problems
by Laith Abualigah & Ali Diabat & Davor Svetinovic & Mohamed Abd Elaziz - 2729-2745 Smart classification method to detect irregular nozzle spray patterns inside carbon black reactor using ensemble transfer learning
by Sung-Mook Oh & Jin Park & Jinsun Yang & Young-Gyun Oh & Kyung-Woo Yi - 2747-2763 Automatic color pattern recognition of multispectral printed fabric images
by Jie Zhang & Pengpeng Yao & Hochung Wu & John H. Xin - 2765-2781 Digital Twin and web services for robotic deburring in intelligent manufacturing
by Liliana Stan & Adrian Florin Nicolescu & Cristina Pupăză & Gabriel Jiga - 2783-2796 RBD-Net: robust breakage detection algorithm for industrial leather
by Rong Luo & Ruihu Chen & Fengting Jia & Biru Lin & Jie Liu & Yafei Sun & Xinbo Yang & Weikuan Jia - 2797-2807 IPPE-PCR: a novel 6D pose estimation method based on point cloud repair for texture-less and occluded industrial parts
by Wei Qin & Qing Hu & Zilong Zhuang & Haozhe Huang & Xiaodan Zhu & Lin Han - 2809-2824 Improving the functional performances for product family by mining online reviews
by Chao He & Zhongkai Li & Dengzhuo Liu & Guangyu Zou & Shuai Wang - 2825-2847 A nesting optimization method based on digital contour similarity matching for additive manufacturing
by Yizhe Yang & Bingshan Liu & Haochen Li & Xin Li & Gong Wang & Shan Li - 2849-2863 Part family formation method for delayed reconfigurable manufacturing system based on machine learning
by Sihan Huang & Guoxin Wang & Shiqi Nie & Bin Wang & Yan Yan
June 2023, Volume 34, Issue 5
- 2061-2078 Automatic root cause analysis in manufacturing: an overview & conceptualization
by Eduardo Oliveira & Vera L. Miguéis & José L. Borges - 2079-2121 Artificial intelligence systems for tool condition monitoring in machining: analysis and critical review
by Danil Yu Pimenov & Andres Bustillo & Szymon Wojciechowski & Vishal S. Sharma & Munish K. Gupta & Mustafa Kuntoğlu - 2123-2132 Context-sensitive lexicon for imbalanced text sentiment classification using bidirectional LSTM
by M. R. Pavan Kumar & Prabhu Jayagopal - 2133-2152 Pipeline for ontology-based modeling and automated deployment of digital twins for planning and control of manufacturing systems
by Amon Göppert & Lea Grahn & Jonas Rachner & Dennis Grunert & Simon Hort & Robert H. Schmitt - 2153-2170 Research on recognition methods of spot-welding surface appearances based on transfer learning and a lightweight high-precision convolutional neural network
by Meng Xiao & Bo Yang & Shilong Wang & Yongsheng Chang & Song Li & Gang Yi - 2171-2184 A novel machine learning algorithm for interval systems approximation based on artificial neural network
by Raouf Zerrougui & Amel B. H. Adamou-Mitiche & Lahcene Mitiche - 2185-2205 Autonomous self-healing mechanism for a CNC milling machine based on pattern recognition
by Hussein A. Taha & Soumaya Yacout & Yasser Shaban - 2207-2224 A dynamic mode decomposition based deep learning technique for prognostics
by Khaled Akkad & David He - 2225-2240 Guided deep subdomain adaptation network for fault diagnosis of different types of rolling bearings
by Ruohui Hu & Min Zhang & Zaiyu Xiang & Jiliang Mo - 2241-2261 A fuzzy multi-criteria approach based on Clarke and Wright savings algorithm for vehicle routing problem in humanitarian aid distribution
by Merve Cengiz Toklu - 2263-2279 Efficient stability prediction of milling process with arbitrary tool-holder combinations based on transfer learning
by Congying Deng & Jielin Tang & Jianguo Miao & Yang Zhao & Xiang Chen & Sheng Lu - 2281-2306 Digital twin-driven dynamic scheduling of a hybrid flow shop
by Khalil Tliba & Thierno M. L. Diallo & Olivia Penas & Romdhane Ben Khalifa & Noureddine Ben Yahia & Jean-Yves Choley - 2307-2319 Image-based characterization of laser scribing quality using transfer learning
by Mohammad Najjartabar Bisheh & Xinya Wang & Shing I. Chang & Shuting Lei & Jianfeng Ma - 2321-2332 The 3D narrow butt weld seam detection system based on the binocular consistency correction
by Xingguo Wang & Tianyun Chen & Yiming Wang & Dongliang Zheng & Xiaoyu Chen & Zhuang Zhao - 2333-2343 An edge-based algorithm for tool wear monitoring in repetitive milling processes
by Rui Liu - 2345-2358 Reconstruction of 3D surfaces from incomplete digitisations using statistical shape models for manufacturing processes
by José M. Navarro-Jiménez & José V. Aguado & Grégoire Bazin & Vicente Albero & Domenico Borzacchiello - 2359-2372 Few-shot RUL estimation based on model-agnostic meta-learning
by Yu Mo & Liang Li & Biqing Huang & Xiu Li - 2373-2386 Convolutional neural networks for prediction of geometrical errors in incremental sheet metal forming
by Darren Wei Wen Low & Akshay Chaudhari & Dharmesh Kumar & A. Senthil Kumar - 2387-2405 Digital twin-based decision making paradigm of raise boring method
by Fuwen Hu & Xianjin Qiu & Guoye Jing & Jian Tang & Yuanzhi Zhu - 2407-2430 Nature inspired algorithms for the solution of inverse heat transfer problems applied to distinct unsteady heat flux orientations in cylindrical castings
by Carlos Henrique Silva-Santos & Pedro Roberto Goulart & Felipe Bertelli & Amauri Garcia & Noé Cheung - 2431-2447 Automated real-time detection of surface defects in manufacturing processes of aluminum alloy strip using a lightweight network architecture
by Zhuxi Ma & Yibo Li & Minghui Huang & Qianbin Huang & Jie Cheng & Si Tang - 2449-2462 A novel data-driven method based on sample reliability assessment and improved CNN for machinery fault diagnosis with non-ideal data
by Xin Zhang & Haifeng Wang & Bo Wu & Quan Zhou & Youmin Hu - 2463-2475 A novel disassembly process of end-of-life lithium-ion batteries enhanced by online sensing and machine learning techniques
by Yingqi Lu & Maede Maftouni & Tairan Yang & Panni Zheng & David Young & Zhenyu James Kong & Zheng Li - 2477-2493 Automatic selection system of the building orientation based on double-layer priority aggregation multi-attribute decision-making
by Yizhe Yang & Bingshan Liu & Haochen Li & Xin Li & Xiaodong Liu & Gong Wang - 2495-2509 Automatic extraction of inventive information out of patent texts in support of manufacturing design studies using Natural Languages Processing
by Daria Berdyugina & Denis Cavallucci
April 2023, Volume 34, Issue 4
- 1483-1545 Automated guided vehicles position control: a systematic literature review
by Wallace Pereira Neves dos Reis & Giselle Elias Couto & Orides Morandin Junior - 1547-1571 Group teaching optimization algorithm with information sharing for numerical optimization and engineering optimization
by Yiying Zhang & Aining Chi - 1573-1584 Feature selection and domain adaptation for cross-machine product quality prediction
by Yu Wang & Wei Cui & Nhu Khue Vuong & Zhenghua Chen & Yu Zhou & Min Wu - 1585-1599 YDRSNet: an integrated Yolov5-Deeplabv3 + real-time segmentation network for gear pitting measurement
by Dejun Xi & Yi Qin & Sijun Wang - 1601-1614 A multiple position-based bi-branch model for structural defect inspection
by Fangjun Wang & Zhouwang Yang & Zhangjin Huang & Yanzhi Song - 1615-1637 A multitask context-aware approach for design lesson-learned knowledge recommendation in collaborative product design
by Yongjun Ji & Zuhua Jiang & Xinyu Li & Yongwen Huang & Fuhua Wang - 1639-1665 Enhanced Equilibrium Optimizer algorithm applied in job shop scheduling problem
by Ying Sun & Jeng-Shyang Pan & Pei Hu & Shu-Chuan Chu - 1667-1681 Few-shot fault diagnosis of rotating machinery with two-branch prototypical networks
by Cuixia Jiang & Hao Chen & Qifa Xu & Xiangxiang Wang - 1683-1699 Product quality prediction in pulsed laser cutting of silicon steel sheet using vibration signals and deep neural network
by Andhi Indira Kusuma & Yi-Mei Huang - 1701-1719 Fast and accurate prediction of temperature evolutions in additive manufacturing process using deep learning
by Thinh Quy Duc Pham & Truong Vinh Hoang & Xuan Tran & Quoc Tuan Pham & Seifallah Fetni & Laurent Duchêne & Hoang Son Tran & Anne-Marie Habraken - 1721-1729 A novel monitoring method of nanosecond laser scribing float glass with acoustic emission
by Weinan Liu & Guojun Zhang & Yu Huang & Wenyuan Li & Youmin Rong & Ranwu Yang - 1731-1742 Casting plate defect detection using motif discovery with minimal model training and small data sets
by Amanjeet Singh Bhatia & Rado Kotorov & Lianhua Chi - 1743-1759 Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations
by Moncef Soualhi & Khanh T. P. Nguyen & Kamal Medjaher & Denis Lebel & David Cazaban - 1761-1761 Correction to: Intelligent monitoring of multi-axis robots for online diagnostics of unknown arm deviations
by Moncef Soualhi & Khanh T. P. Nguyen & Kamal Medjaher & Denis Lebel & David Cazaban - 1763-1778 An improved artificial algae algorithm integrated with differential evolution for job-shop scheduling problem
by Abdelmonem M. Ibrahim & Mohamed A. Tawhid - 1779-1794 SPRBF-ABLS: a novel attention-based broad learning systems with sparse polynomial-based radial basis function neural networks
by Jing Wang & Shubin Lyu & C. L. Philip Chen & Huimin Zhao & Zhengchun Lin & Pingsheng Quan - 1795-1813 Hybrid data augmentation method for combined failure recognition in rotating machines
by Dionísio H. C. S. S. Martins & Amaro A. Lima & Milena F. Pinto & Douglas de O. Hemerly & Thiago de M. Prego & Fabrício L. e Silva & Luís Tarrataca & Ulisses A. Monteiro & Ricardo H. R. Gutiérrez & Diego B. Haddad - 1815-1831 An LSTM-autoencoder based online side channel monitoring approach for cyber-physical attack detection in additive manufacturing
by Zhangyue Shi & Abdullah Al Mamun & Chen Kan & Wenmeng Tian & Chenang Liu - 1833-1874 Improved multi-core arithmetic optimization algorithm-based ensemble mutation for multidisciplinary applications
by Laith Abualigah & Ali Diabat - 1875-1893 A Smart system in Manufacturing with Mass Personalization (S-MMP) for blueprint and scenario driven by industrial model transformation
by Xianyu Zhang & Xinguo Ming - 1895-1909 An end-to-end welding defect detection approach based on titanium alloy time-of-flight diffraction images
by Zelin Zhi & Hongquan Jiang & Deyan Yang & Jianmin Gao & Quansheng Wang & Xiaoqiao Wang & Jingren Wang & Yongxiang Wu - 1911-1940 Enhanced cuckoo search algorithm for industrial winding process modeling
by Malik Braik & Alaa Sheta & Heba Al-Hiary & Sultan Aljahdali - 1941-1963 Recognition of abnormal patterns in industrial processes with variable window size via convolutional neural networks and AdaBoost
by Ahmed Maged & Min Xie - 1965-1974 Deep graph feature learning-based diagnosis approach for rotating machinery using multi-sensor data
by Kaibo Zhou & Chaoying Yang & Jie Liu & Qi Xu - 1975-1993 Predicting part distortion field in additive manufacturing: a data-driven framework
by Osama Aljarrah & Jun Li & Alfa Heryudono & Wenzhen Huang & Jing Bi - 1995-2011 Automated surface defect detection framework using machine vision and convolutional neural networks
by Swarit Anand Singh & K. A. Desai - 2013-2026 Robust modeling method for thermal error of CNC machine tools based on random forest algorithm
by Mengrui Zhu & Yun Yang & Xiaobing Feng & Zhengchun Du & Jianguo Yang - 2027-2042 A novel process planning method of 3 + 2-axis additive manufacturing for aero-engine blade based on machine learning
by Chenglin Li & Baohai Wu & Zhao Zhang & Ying Zhang - 2043-2059 Data-driven product configuration improvement and product line restructuring with text mining and multitask learning
by Zhen-Yu Chen & Xin-Li Liu & Li-Ping Yin
March 2023, Volume 34, Issue 3
- 905-929 Reinforcement learning applications to machine scheduling problems: a comprehensive literature review
by Behice Meltem Kayhan & Gokalp Yildiz - 931-960 Artificial intelligence application in fault diagnostics of rotating industrial machines: a state-of-the-art review
by Vikas Singh & Purushottam Gangsar & Rajkumar Porwal & A. Atulkar - 961-984 Maximum angle evolutionary selection for many-objective optimization algorithm with adaptive reference vector
by Zhijian Xiong & Jingming Yang & Zhiwei Zhao & Yongqiang Wang & Zhigang Yang - 985-1002 Application of artificial intelligence techniques in incremental forming: a state-of-the-art review
by Aniket Nagargoje & Pavan Kumar Kankar & Prashant Kumar Jain & Puneet Tandon - 1003-1020 Integrated approaches of BWM-QFD and FUCOM-QFD for improving weighting solution of design matrix
by Hamid Reza Fazeli & Qingjin Peng - 1021-1036 Business networks of women entrepreneurs: an analysis of the expectation and reality of factors that affect trust in a business network
by Juliana Moletta & Gustavo Dambiski Gomes Carvalho & Revenli Fernanda Nascimento & Bertiene Maria Lack Barboza & Luis Mauricio Resende & Joseane Pontes - 1037-1063 Analysis of link failures and recoveries on 6to4 tunneling network with different routing protocol
by Neha Jain & Ashish Payal & Aarti Jain - 1065-1083 Energy-time tradeoffs for remanufacturing system scheduling using an invasive weed optimization algorithm
by Wenjie Wang & Guangdong Tian & Gang Yuan & Duc Truong Pham - 1085-1103 Probabilistic predictive control of porosity in laser powder bed fusion
by Paromita Nath & Sankaran Mahadevan - 1105-1124 A novel transfer learning framework for chatter detection using convolutional neural networks
by Hakki Ozgur Unver & Batihan Sener - 1125-1164 Reference training system for intelligent manufacturing talent education: platform construction and curriculum development
by Shuting Wang & Jie Meng & Yuanlong Xie & Liquan Jiang & Han Ding & Xinyu Shao - 1165-1181 Towards industry 4.0 in practice: a novel RFID-based intelligent system for monitoring and optimisation of production systems
by Diego Augusto Jesus Pacheco & Carlos Fernando Jung & Marcelo Cunha Azambuja - 1183-1201 Machine learning aided design of conformal cooling channels for injection molding
by Zhenyang Gao & Guoying Dong & Yunlong Tang & Yaoyao Fiona Zhao - 1203-1227 Fourth-party logistics network design with service time constraint under stochastic demand
by Mingqiang Yin & Min Huang & Xiaohu Qian & Dazhi Wang & Xingwei Wang & Loo Hay Lee - 1229-1240 Method for fusion of neighborhood rough set and XGBoost in welding process decision-making
by Kainan Guan & Guang Yang & Liang Du & Zhengguang Li & Xinhua Yang - 1241-1257 Data-driven models for predictions of geometric characteristics of bead fabricated by selective laser melting
by Thai Le-Hong & Pai Chen Lin & Jian-Zhong Chen & Thinh Duc Quy Pham & Xuan Tran - 1259-1273 Real-time laser keyhole welding penetration state monitoring based on adaptive fusion images using convolutional neural networks
by Wang Cai & Ping Jiang & LeShi Shu & ShaoNing Geng & Qi Zhou - 1275-1291 Autonomous VOs management based on industry 4.0: a systematic literature review
by Cindy-Pamela Lopez & Jose Aguilar & Marco Santorum - 1293-1309 Recognizing defects in stainless steel welds based on multi-domain feature expression and self-optimization
by Rui Zhang & Na Zhao & Liuhu Fu & Xiaolu Bai & Jianghui Cai - 1311-1324 Simulation and deep reinforcement learning for adaptive dispatching in semiconductor manufacturing systems
by Ahmed H. Sakr & Ayman Aboelhassan & Soumaya Yacout & Samuel Bassetto - 1325-1346 A hybrid prognosis approach for life prediction of gears subjected to progressive pitting failure mode
by Pradeep Kundu & Makarand S.Kulkarni & Ashish K.Darpe - 1347-1368 A context-aware recommendation system for improving manufacturing process modeling
by Jiaxing Wang & Sibin Gao & Zhejun Tang & Dapeng Tan & Bin Cao & Jing Fan - 1369-1387 An ontology model for maintenance strategy selection and assessment
by Juan José Montero Jiménez & Rob Vingerhoeds & Bernard Grabot & Sébastien Schwartz - 1389-1407 RFID systems optimisation through the use of a new RFID network planning algorithm to support the design of receiving gates
by Henriette Knapp & Giovanni Romagnoli - 1409-1425 Texture surface defect detection of plastic relays with an enhanced feature pyramid network
by Feng Huang & Ben-wu Wang & Qi-peng Li & Jun Zou - 1427-1444 Autoencoder-based anomaly detection of industrial robot arm using stethoscope based internal sound sensor
by Huitaek Yun & Hanjun Kim & Young Hun Jeong & Martin B. G. Jun - 1445-1467 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
by Muhammad Ameer & Mohammed Dahane - 1469-1481 Welding monitoring and defect detection using probability density distribution and functional nonparametric kernel classifier
by Abdallah Amine Melakhsou & Mireille Batton-Hubert
February 2023, Volume 34, Issue 2
- 415-428 Challenges of modeling and analysis in cybermanufacturing: a review from a machine learning and computation perspective
by SungKu Kang & Ran Jin & Xinwei Deng & Ron S. Kenett - 429-453 An assembly timing planning method based on knowledge and mixed integer linear programming
by Jiahui Qian & Zhijing Zhang & Lingling Shi & Dan Song - 455-469 A data-driven method for performance analysis and improvement in production systems with quality inspection
by Jun-Qiang Wang & Yun-Lei Song & Peng-Hao Cui & Yang Li - 471-471 Correction to: A data-driven method for performance analysis and improvement in production systems with quality inspection
by Jun-Qiang Wang & Yun-Lei Song & Peng-Hao Cui & Yang Li - 473-491 A low-cost intelligent tracking system for clothing manufacturers
by Yen Sheng Tsai & Wei-Hsi Hung - 493-514 Scheduling of a class of partial routing FMS in uncertain environments with beam search
by G. Cherif & E. Leclercq & D. Lefebvre - 515-527 A novel parallel classification network for classifying three-dimensional surface with point cloud data
by Chen Zhao & Shichang Du & Jun Lv & Yafei Deng & Guilong Li - 529-540 A variational autoencoder for a semiconductor fault detection model robust to process drift due to incomplete maintenance
by Youngju Kim & Hoyeop Lee & Chang Ouk Kim - 541-564 Collaborative knowledge management to identify data analytics opportunities in additive manufacturing
by Hyunseop Park & Hyunwoong Ko & Yung-tsun Tina Lee & Shaw Feng & Paul Witherell & Hyunbo Cho - 565-585 A data-driven method of selective disassembly planning at end-of-life under uncertainty
by Yicong Gao & Shanhe Lou & Hao Zheng & Jianrong Tan - 587-613 Deep transfer learning based on dynamic domain adaptation for remaining useful life prediction under different working conditions
by Han Cheng & Xianguang Kong & Qibin Wang & Hongbo Ma & Shengkang Yang & Gaige Chen - 615-631 Towards the efficient generation of variant design in product development networks: network nodes importance based product configuration evaluation approach
by Yuming Guo - 633-649 An individualized system of skeletal data-based CNN classifiers for action recognition in manufacturing assembly
by Md. Al-Amin & Ruwen Qin & Md Moniruzzaman & Zhaozheng Yin & Wenjin Tao & Ming C. Leu - 651-668 A data-driven workflow for evaporation performance degradation analysis: a full-scale case study in the herbal medicine manufacturing industry
by Sheng Zhang & Xinyuan Xie & Haibin Qu - 669-682 A hybrid off-line/on-line quality control approach for real-time monitoring of high-density datasets
by Romina Dastoorian & Lee J. Wells - 683-693 In-situ monitoring laser based directed energy deposition process with deep convolutional neural network
by Jiqian Mi & Yikai Zhang & Hui Li & Shengnan Shen & Yongqiang Yang & Changhui Song & Xin Zhou & Yucong Duan & Junwen Lu & Haibo Mai - 695-717 Self learning-empowered thermal error control method of precision machine tools based on digital twin
by Chi Ma & Hongquan Gui & Jialan Liu - 719-737 Predicting the quality of a machined workpiece with a variational autoencoder approach
by Antoine Proteau & Antoine Tahan & Ryad Zemouri & Marc Thomas - 739-751 Voxel-based sensor placement for additive manufacturing applications
by Nuwan Munasinghe & Thomas Romeijn & Gavin Paul - 753-769 Design and application of digital twin system for the blade-rotor test rig
by Jian-Guo Duan & Tian-Yu Ma & Qing-Lei Zhang & Zhen Liu & Ji-Yun Qin - 771-788 Knowledge-driven framework for industrial robotic systems
by Timon Hoebert & Wilfried Lepuschitz & Markus Vincze & Munir Merdan - 789-807 Adaptive obstacle avoidance in path planning of collaborative robots for dynamic manufacturing
by Yudie Hu & Yuqi Wang & Kaixiong Hu & Weidong Li - 809-821 Part machining feature recognition based on a deep learning method
by Fangwei Ning & Yan Shi & Maolin Cai & Weiqing Xu - 823-852 A hybrid evolutionary algorithm approach for estimating the throughput of short reliable approximately balanced production lines
by Konstantinos S. Boulas & Georgios D. Dounias & Chrissoleon T. Papadopoulos - 853-867 In situ quality inspection with layer-wise visual images based on deep transfer learning during selective laser melting
by Jingchang Li & Qi Zhou & Xufeng Huang & Menglei Li & Longchao Cao - 869-884 Automatic recognition of hot spray marking dot-matrix characters for steel-slab industry
by Junhui Ge & Licheng Liu & Junxi Sun & Hong Zhao & Langming Zhou & Tianle Cheng & Changyan Xiao - 885-902 An approach for tool wear prediction using customized DenseNet and GRU integrated model based on multi-sensor feature fusion
by Xianli Liu & Bowen Zhang & Xuebing Li & Shaoyang Liu & Caixu Yue & Steven Y. Liang - 903-903 Retraction Note: Visual sensor intelligent module based image transmission in industrial manufacturing for monitoring and manipulation problems
by Bilal S. A. Alhayani & Haci llhan
January 2023, Volume 34, Issue 1
- 1-19 Smart retrofitting in maintenance: a systematic literature review
by David Sanchez-Londono & Giacomo Barbieri & Luca Fumagalli - 21-55 Machine learning techniques in additive manufacturing: a state of the art review on design, processes and production control
by Sachin Kumar & T. Gopi & N. Harikeerthana & Munish Kumar Gupta & Vidit Gaur & Grzegorz M. Krolczyk & ChuanSong Wu - 57-83 Data-driven dynamic causality analysis of industrial systems using interpretable machine learning and process mining
by Karim Nadim & Ahmed Ragab & Mohamed-Salah Ouali - 85-106 Human factors in cobot era: a review of modern production systems features
by Maurizio Faccio & Irene Granata & Alberto Menini & Mattia Milanese & Chiara Rossato & Matteo Bottin & Riccardo Minto & Patrik Pluchino & Luciano Gamberini & Giovanni Boschetti & Giulio Rosati - 107-121 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
by Riccardo Rosati & Luca Romeo & Gianalberto Cecchini & Flavio Tonetto & Paolo Viti & Adriano Mancini & Emanuele Frontoni - 123-149 Hybrid algorithm based on reinforcement learning for smart inventory management
by Carlos Cuartas & Jose Aguilar - 151-180 Attention-based advantage actor-critic algorithm with prioritized experience replay for complex 2-D robotic motion planning
by Chengmin Zhou & Bingding Huang & Haseeb Hassan & Pasi Fränti - 181-196 Recursive encoder network for the automatic analysis of STEP files
by Victoria Miles & Stefano Giani & Oliver Vogt - 197-218 Instant flow distribution network optimization in liquid composite molding using deep reinforcement learning
by Martin Szarski & Sunita Chauhan - 219-241 Optimisation-driven design to explore and exploit the process–structure–property–performance linkages in digital manufacturing
by Iñigo Flores Ituarte & Suraj Panicker & Hari P. N. Nagarajan & Eric Coatanea & David W. Rosen - 243-259 GPyro: uncertainty-aware temperature predictions for additive manufacturing
by Iason Sideris & Francesco Crivelli & Markus Bambach - 261-279 Polygon generation and video-to-video translation for time-series prediction
by Mohamed Elhefnawy & Ahmed Ragab & Mohamed-Salah Ouali - 281-301 Utilizing additive manufacturing and mass customization under capacity constraints
by Rachel Lacroix & Anna Timonina-Farkas & Ralf W. Seifert - 303-314 Automated 3D burr detection in cast manufacturing using sparse convolutional neural networks
by Ahmed Mohammed & Johannes Kvam & Ingrid Fjordheim Onstein & Marianne Bakken & Helene Schulerud - 315-329 A deep learning framework for layer-wise porosity prediction in metal powder bed fusion using thermal signatures
by 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 Ehmann & Ankit Agrawal - 331-367 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
by Sherwan Mohammed Najm & Imre Paniti - 369-385 Development of a surrogate model for high-fidelity laser powder-bed fusion using tensor train and gaussian process regression
by Umesh Kizhakkinan & Pham Luu Trung Duong & Robert Laskowski & Guglielmo Vastola & David W. Rosen & Nagarajan Raghavan - 387-413 Stability modeling for chatter avoidance in self-aware machining: an application of physics-guided machine learning
by Noel P. Greis & Monica L. Nogueira & Sambit Bhattacharya & Catherine Spooner & Tony Schmitz
December 2022, Volume 33, Issue 8
- 2193-2205 Current status, challenges and opportunities of sustainable ultra-precision manufacturing
by Wai Sze Yip & Suet To & Hongting Zhou - 2207-2222 A mixed adversarial adaptation network for intelligent fault diagnosis
by Jinyang Jiao & Ming Zhao & Jing Lin & Kaixuan Liang & Chuancang Ding - 2223-2238 An on-machine tool path generation method based on hybrid and local point cloud registration for laser deburring of ceramic cores
by Wangwang Huang & Xuesong Mei & Gedong Jiang & Dongxiang Hou & Yifei Bi & Yuyan Wang - 2239-2256 Gaussian-process based modeling and optimal control of melt-pool geometry in laser powder bed fusion
by Yong Ren & Qian Wang - 2257-2275 Automated visual detection of geometrical defects in composite manufacturing processes using deep convolutional neural networks
by Abtin Djavadifar & John Brandon Graham-Knight & Marian Kӧrber & Patricia Lasserre & Homayoun Najjaran - 2277-2294 Failure prediction in production line based on federated learning: an empirical study
by Ning Ge & Guanghao Li & Li Zhang & Yi Liu - 2295-2306 A novel hypergraph convolution network-based approach for predicting the material removal rate in chemical mechanical planarization
by Liqiao Xia & Pai Zheng & Xiao Huang & Chao Liu - 2307-2320 An approach for designing smart manufacturing for the research and development of dye-sensitize solar cell
by Jorge L. Alonso-Perez & Selene L. Cardenas-Maciel & Balter Trujillo-Navarrete & Edgar A. Reynoso-Soto & Nohe R. Cazarez-Cazarez - 2321-2339 A gear machining error prediction method based on adaptive Gaussian mixture regression considering stochastic disturbance
by Dayuan Wu & Ping Yan & You Guo & Han Zhou & Jian Chen - 2341-2355 A closed-loop intelligent adjustment of process parameters in precise and micro hot-embossing using an in-process optic detection
by Kuo Lu & Jin Xie & Risen Wang & Lei Li & Wenzhe Li & Yuning Jiang - 2357-2369 Enhanced detection of diverse defects by developing lighting strategies using multiple light sources based on reinforcement learning
by Chih-Kai Cheng & Hung-Yin Tsai