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December 2021, Volume 32, Issue 8
- 2301-2317 Real-time edge framework (RTEF): task scheduling and realisation
by Volkan Gezer & Achim Wagner - 2319-2334 Quality 4.0: a review of big data challenges in manufacturing
by Carlos A. Escobar & Megan E. McGovern & Ruben Morales-Menendez - 2335-2351 Modular production control using deep reinforcement learning: proximal policy optimization
by Sebastian Mayer & Tobias Classen & Christian Endisch - 2353-2373 Machine learning to determine the main factors affecting creep rates in laser powder bed fusion
by Salomé Sanchez & Divish Rengasamy & Christopher J. Hyde & Grazziela P. Figueredo & Benjamin Rothwell - 2375-2375 Correction to: Quality 4.0: a review of big data challenges in manufacturing
by Carlos A. Escobar & Megan E. McGovern & Ruben Morales-Menendez
October 2021, Volume 32, Issue 7
- 1793-1796 Editorial: intelligent manufacturing systems towards industry 4.0 era
by Ahmad Barari & Marcos Sales Guerra Tsuzuki & Yuval Cohen & Marco Macchi - 1797-1818 Industry 4.0: contributions of holonic manufacturing control architectures and future challenges
by William Derigent & Olivier Cardin & Damien Trentesaux - 1819-1832 Welding quality evaluation of resistance spot welding based on a hybrid approach
by Dawei Zhao & Mikhail Ivanov & Yuanxun Wang & Wenhao Du - 1833-1843 A steel surface defect inspection approach towards smart industrial monitoring
by Ruiyang Hao & Bingyu Lu & Ying Cheng & Xiu Li & Biqing Huang - 1845-1861 A weighted fuzzy C-means clustering method with density peak for anomaly detection in IoT-enabled manufacturing process
by Shaohua Huang & Yu Guo & Nengjun Yang & Shanshan Zha & Daoyuan Liu & Weiguang Fang - 1863-1881 A digital twins concept model for integrated maintenance: a case study for crane operation
by Janusz Szpytko & Yorlandys Salgado Duarte - 1883-1897 Tolerance analysis based on Monte Carlo simulation: a case of an automotive water pump design optimization
by Eduardo Umaras & Ahmad Barari & Marcos Sales Guerra Tsuzuki - 1899-1911 A digital twin emulator of a modular production system using a data-driven hybrid modeling and simulation approach
by Konstantinos Mykoniatis & Gregory A. Harris - 1913-1925 Regenerative scheduling problem in engineer to order manufacturing: an economic assessment
by R. Micale & C. M. La Fata & M. Enea & G. La Scalia - 1927-1938 Improving surface quality in selective laser melting based tool making
by Filippo Simoni & Andrea Huxol & Franz-Josef Villmer - 1939-1951 A thermo-mechanical machining method for improving the accuracy and stability of the geometric shape of long low-rigidity shafts
by Antoni Świć & Arkadiusz Gola & Łukasz Sobaszek & Natalia Šmidová - 1953-1973 Maintenance optimization for a multi-unit system with digital twin simulation
by Jyrki Savolainen & Michele Urbani - 1975-1995 A smart process controller framework for Industry 4.0 settings
by Yuval Cohen & Gonen Singer - 1997-2006 Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit
by Yu Mo & Qianhui Wu & Xiu Li & Biqing Huang - 2007-2021 An adaptive fault detection and root-cause analysis scheme for complex industrial processes using moving window KPCA and information geometric causal inference
by Yanning Sun & Wei Qin & Zilong Zhuang & Hongwei Xu - 2023-2041 Automation platform independent multi-agent system for robust networks of production resources in industry 4.0
by Matthias Seitz & Felix Gehlhoff & Luis Alberto Cruz Salazar & Alexander Fay & Birgit Vogel-Heuser - 2043-2060 Energy inefficiency diagnosis in industrial process through one-class machine learning techniques
by Mohamed El Koujok & Hakim Ghezzaz & Mouloud Amazouz - 2061-2081 A control architecture for continuous production processes based on industry 4.0: water supply systems application
by Edgar Chacón & Luis Alberto Cruz Salazar & Juan Cardillo & Yenny Alexandra Paredes Astudillo
August 2021, Volume 32, Issue 6
- 1517-1528 A new Fuzzy C-Means and AHP-based three-phased approach for multiple criteria ABC inventory classification
by Fatih Yiğit & Şakir Esnaf - 1529-1546 A comparison of combat genetic and big bang–big crunch algorithms for solving the buffer allocation problem
by Mehmet Ulaş Koyuncuoğlu & Leyla Demir - 1547-1561 An integrated SMED-fuzzy FMEA model for reducing setup time
by Kübra Yazıcı & Seda Hatice Gökler & Semra Boran - 1563-1572 Control of chaotic two-predator one-prey model with single state control signals
by Uğur Erkin Kocamaz & Alper Göksu & Harun Taşkın & Yılmaz Uyaroğlu - 1573-1586 Linguistic summarization to support supply network decisions
by Sena Aydoğan & Gül E. Okudan Kremer & Diyar Akay - 1587-1604 Demand forecasting application with regression and artificial intelligence methods in a construction machinery company
by Adnan Aktepe & Emre Yanık & Süleyman Ersöz - 1605-1619 Indirect tool monitoring in drilling based on gap sensor signal and multilayer perceptron feed forward neural network
by Siti Nurfadilah Binti Jaini & Deug-Woo Lee & Seung-Jun Lee & Mi-Ru Kim & Gil-Ho Son - 1621-1647 Designing energy-efficient high-precision multi-pass turning processes via robust optimization and artificial intelligence
by Soheyl Khalilpourazari & Saman Khalilpourazary & Aybike Özyüksel Çiftçioğlu & Gerhard-Wilhelm Weber - 1649-1667 Multi-product scheduling through process mining: bridging optimization and machine process intelligence
by Alexandre Checoli Choueiri & Eduardo Alves Portela Santos - 1669-1678 Temporal anomaly detection on IIoT-enabled manufacturing
by Peng Zhan & Shaokun Wang & Jun Wang & Leigang Qu & Kun Wang & Yupeng Hu & Xueqing Li - 1679-1698 Digitalization priorities of quality control processes for SMEs: a conceptual study in perspective of Industry 4.0 adoption
by Gautam Dutta & Ravinder Kumar & Rahul Sindhwani & Rajesh Kr. Singh - 1699-1710 Technological troubleshooting based on sentence embedding with deep transformers
by Antonio L. Alfeo & Mario G. C. A. Cimino & Gigliola Vaglini - 1711-1727 Bound smoothing based time series anomaly detection using multiple similarity measures
by Wenqing Wang & Junpeng Bao & Tao Li - 1729-1737 Evaluation on regional science and technology resources allocation in China based on the zero sum gains data envelopment analysis
by Tingting Liu & Zichen Zheng & Yuneng Du - 1739-1751 Machine learning algorithms for the prediction of non-metallic inclusions in steel wires for tire reinforcement
by Miguel Cuartas & Estela Ruiz & Diego Ferreño & Jesús Setién & Valentín Arroyo & Federico Gutiérrez-Solana - 1753-1766 Predicting tool wear size across multi-cutting conditions using advanced machine learning techniques
by Yan Shen & Feng Yang & Mohamed Salahuddin Habibullah & Jhinaoui Ahmed & Ankit Kumar Das & Yu Zhou & Choon Lim Ho - 1767-1789 Synthetic image data augmentation for fibre layup inspection processes: Techniques to enhance the data set
by Sebastian Meister & Nantwin Möller & Jan Stüve & Roger M. Groves - 1791-1791 Correction to: Bound smoothing based time series anomaly detection using multiple similarity measures
by Wenqing Wang & Junpeng Bao & Tao Li
June 2021, Volume 32, Issue 5
- 1229-1248 Recommender systems as an agility enabler in supply chain management
by Camélia Dadouchi & Bruno Agard - 1249-1269 An active safety control method of collision avoidance for intelligent connected vehicle based on driving risk perception
by Chuan Sun & Sifa Zheng & Yulin Ma & Duanfeng Chu & Junru Yang & Yuncheng Zhou & Yicheng Li & Tingxuan Xu - 1271-1288 A novel normalized recurrent neural network for fault diagnosis with noisy labels
by Xiaoyin Nie & Gang Xie - 1289-1304 Online monitoring and control of a cyber-physical manufacturing process under uncertainty
by Saideep Nannapaneni & Sankaran Mahadevan & Abhishek Dubey & Yung-Tsun Tina Lee - 1305-1322 Wheel hub customization with an interactive artificial immune algorithm
by Jing Liu & Qiqi Zhi & Haipeng Ji & Bolong Li & Siyuan Lei - 1323-1344 A flexible alarm prediction system for smart manufacturing scenarios following a forecaster–analyzer approach
by Kevin Villalobos & Johan Suykens & Arantza Illarramendi - 1345-1359 Error analysis based on error transfer theory and compensation strategy for LED chip visual localization systems
by Diyi Zhou & Shihua Gong & Ziyue Wang & Delong Li & Huaiqing Lu - 1361-1375 Optimization in solving inventory control problem using nature inspired Emperor Penguins Colony algorithm
by Sasan Harifi & Madjid Khalilian & Javad Mohammadzadeh & Sadoullah Ebrahimnejad - 1377-1388 Prediction of laser cutting parameters for polymethylmethacrylate sheets using random vector functional link network integrated with equilibrium optimizer
by Ammar H. Elsheikh & Taher A. Shehabeldeen & Jianxin Zhou & Ezzat Showaib & Mohamed Abd Elaziz - 1389-1399 A hybrid method of blockchain and case-based reasoning for remanufacturing process planning
by Shengqiang Li & Hua Zhang & Wei Yan & Zhigang Jiang - 1401-1410 Macroscopic numerical model of reinforced concrete shear walls based on material properties
by Wurong Fu - 1411-1420 Study of the hinge thickness deviation for a 316L parallelogram flexure mechanism fabricated via selective laser melting
by Huaxian Wei & Bijan Shirinzadeh & Xiaodong Niu & Jian Zhang & Wei Li & Alessandro Simeone - 1421-1440 RUL prediction for automatic machines: a mixed edge-cloud solution based on model-of-signals and particle filtering techniques
by Matteo Barbieri & Khan T. P. Nguyen & Roberto Diversi & Kamal Medjaher & Andrea Tilli - 1441-1453 The optimization of the control logic of a redundant six axis milling machine
by Antonio Caputi & Davide Russo - 1455-1470 Multi-robot multi-operator collaborative assembly systems: a performance evaluation model
by Giovanni Boschetti & Matteo Bottin & Maurizio Faccio & Riccardo Minto - 1471-1483 Machine learning for multi-dimensional optimisation and predictive visualisation of laser machining
by Michael D. T. McDonnell & Daniel Arnaldo & Etienne Pelletier & James A. Grant-Jacob & Matthew Praeger & Dimitris Karnakis & Robert W. Eason & Ben Mills - 1485-1495 In-situ identification of material batches using machine learning for machining operations
by Benjamin Lutz & Dominik Kisskalt & Andreas Mayr & Daniel Regulin & Matteo Pantano & Jörg Franke - 1497-1515 Fuzzy set theory driven maintenance sustainability performance assessment model: a multiple criteria approach
by Małgorzata Jasiulewicz-Kaczmarek & Patryk Żywica & Arkadiusz Gola
April 2021, Volume 32, Issue 4
- 917-933 Sequential graph-based routing algorithm for electrical harnesses, tubes, and hoses in a commercial vehicle
by Saekyeol Kim & Taehyeok Choi & Shinyu Kim & Taejoon Kwon & Tae Hee Lee & Kwangrae Lee - 935-946 Investigating the effect of value stream mapping on procurement effectiveness: a case study
by Shuwei Jing & Kaixuan Hou & Junai Yan & Zih-Ping Ho & Lu Han - 947-956 Milling force prediction model based on transfer learning and neural network
by Juncheng Wang & Bin Zou & Mingfang Liu & Yishang Li & Hongjian Ding & Kai Xue - 957-969 Hybrid genetic algorithm based on bin packing strategy for the unrelated parallel workgroup scheduling problem
by Bentao Su & Naiming Xie & Yingjie Yang - 971-987 Bearing fault diagnosis base on multi-scale CNN and LSTM model
by Xiaohan Chen & Beike Zhang & Dong Gao - 989-1007 Cost-oriented robotic assembly line balancing problem with setup times: multi-objective algorithms
by Zixiang Li & Mukund Nilakantan Janardhanan & S. G. Ponnambalam - 1009-1023 Deep convolutional neural network aided optimization for cold spray 3D simulation based on molecular dynamics
by Zhenxing Cheng & Hu Wang & Gui-Rong Liu - 1025-1041 Computer aided manufacturing method for surface silicon steel inspection based on an efficient anisotropic diffusion algorithm
by Mohamed Ben Gharsallah & Ezzedine Ben Braiek - 1043-1063 Formal modelling of a sheet metal smart manufacturing system by using Petri nets and first-order predicate logic
by Juan Lu & Chengyi Ou & Chen Liao & Zhenkun Zhang & Kai Chen & Xiaoping Liao - 1065-1090 3D facility layout problem
by Mariem Besbes & Marc Zolghadri & Roberta Costa Affonso & Faouzi Masmoudi & Mohamed Haddar - 1091-1115 A credit-based dynamical evaluation method for the smart configuration of manufacturing services under Industrial Internet of Things
by Wang Shijie & Zhang Yingfeng - 1117-1128 RETRACTED ARTICLE: Economic IoT strategy: the future technology for health monitoring and diagnostic of agriculture vehicles
by Neeraj Gupta & Saurabh Gupta & Mahdi Khosravy & Nilanjan Dey & Nisheeth Joshi & Rubén González Crespo & Nilesh Patel - 1129-1146 Skill transfer support model based on deep learning
by Kung-Jeng Wang & Diwanda Ageng Rizqi & Hong-Phuc Nguyen - 1147-1161 A multi-task and multi-scale convolutional neural network for automatic recognition of woven fabric pattern
by Shuo Meng & Ruru Pan & Weidong Gao & Jian Zhou & Jingan Wang & Wentao He - 1163-1172 Automatic solar cell diagnosis and treatment
by Alvaro Rodriguez & Carlos Gonzalez & Andres Fernandez & Francisco Rodriguez & Tamara Delgado & Martin Bellman - 1173-1187 A multilayer shallow learning approach to variation prediction and variation source identification in multistage machining processes
by Filmon Yacob & Daniel Semere - 1189-1206 Heuristic techniques for modelling machine spinning processes
by Roman Stryczek & Kamil Wyrobek - 1207-1228 Field-synchronized Digital Twin framework for production scheduling with uncertainty
by Elisa Negri & Vibhor Pandhare & Laura Cattaneo & Jaskaran Singh & Marco Macchi & Jay Lee
March 2021, Volume 32, Issue 3
- 649-665 Role of trochoidal machining process parameter and chip morphology studies during end milling of AISI D3 steel
by J. Santhakumar & U. Mohammed Iqbal - 667-677 An experimental study of modified physical performance test of low-temperature epoxy grouting material for grouting joints with tenon and mortise
by Huifeng Su & Renzhuang Li & Ming Yang - 679-688 A post-quantum secure communication system for cloud manufacturing safety
by Haibo Yi - 689-706 A self-organized approach for scheduling semiconductor manufacturing systems
by Qingyun Yu & Haolin Yang & Kuo-Yi Lin & Li Li - 707-728 An effective approach for the dual-resource flexible job shop scheduling problem considering loading and unloading
by Xiuli Wu & Junjian Peng & Xiao Xiao & Shaomin Wu - 729-743 Implementation of a novel algorithm of wheelset and axle box concurrent fault identification based on an efficient neural network with the attention mechanism
by Dechen Yao & Hengchang Liu & Jianwei Yang & Jiao Zhang - 745-756 Intelligent bearing structure and temperature field analysis based on finite element simulation for sustainable and green manufacturing
by Jinhai Chen & Wenyuan Zhang & Heng Wang - 757-768 A dynamic clustering technique based on deep reinforcement learning for Internet of vehicles
by Abida Sharif & Jian Ping Li & Muhammad Asim Saleem & Gunasekaran Manogran & Seifedine Kadry & Abdul Basit & Muhammad Attique Khan - 769-780 Critical joint identification for efficient sequencing
by Roham Sadeghi Tabar & Kristina Wärmefjord & Rikard Söderberg & Lars Lindkvist - 781-797 Mathematical modeling and a hybrid evolutionary algorithm for process planning
by Qihao Liu & Xinyu Li & Liang Gao - 799-821 A novel tolerance geometric method based on machine learning
by Lu-jun Cui & Man-ying Sun & Yan-long Cao & Qi-jian Zhao & Wen-han Zeng & Shi-rui Guo - 823-836 Multiple time-series convolutional neural network for fault detection and diagnosis and empirical study in semiconductor manufacturing
by Chia-Yu Hsu & Wei-Chen Liu - 837-854 End-of-life product disassembly with priority-based extraction of dangerous parts
by Michela Dalle Mura & Francesco Pistolesi & Gino Dini & Beatrice Lazzerini - 855-876 Designing an adaptive production control system using reinforcement learning
by Andreas Kuhnle & Jan-Philipp Kaiser & Felix Theiß & Nicole Stricker & Gisela Lanza - 877-894 Impact of the thermomechanical load on subsurface phase transformations during cryogenic turning of metastable austenitic steels
by Hendrik Hotz & Benjamin Kirsch & Jan C. Aurich - 895-912 Machine-learning for automatic prediction of flatness deviation considering the wear of the face mill teeth
by Andres Bustillo & Danil Yu. Pimenov & Mozammel Mia & Wojciech Kapłonek - 913-913 RETRACTED ARTICLE: Analysis of interactions between performance indicators with fuzzy decision making approach in healthcare management
by Unal A. Kahraman - 915-915 RETRACTED ARTICLE: Evaluation of the hospital service in Turkey using fuzzy decision making approach
by Harun Taşkin & Ünal Atakan Kahraman & Cemalettin Kubat
February 2021, Volume 32, Issue 2
- 329-345 A novel NURBS surface approach to statistically monitor manufacturing processes with point cloud data
by Lee J. Wells & Romina Dastoorian & Jaime A. Camelio - 347-359 Semi-supervised deep learning based framework for assessing manufacturability of cellular structures in direct metal laser sintering process
by Yilin Guo & Wen Feng Lu & Jerry Ying Hsi Fuh - 361-375 Modular neural networks for quality of transmission prediction in low-margin optical networks
by Masoud Vejdannik & Ali Sadr - 377-391 Unsupervised deep representation learning for motor fault diagnosis by mutual information maximization
by Dengyu Xiao & Chengjin Qin & Honggan Yu & Yixiang Huang & Chengliang Liu - 393-406 Development of a speed invariant deep learning model with application to condition monitoring of rotating machinery
by Wo Jae Lee & Kevin Xia & Nancy L. Denton & Bruno Ribeiro & John W. Sutherland - 407-425 A case study of conditional deep convolutional generative adversarial networks in machine fault diagnosis
by Jia Luo & Jinying Huang & Hongmei Li - 427-439 A discrete differential evolution algorithm for flow shop group scheduling problem with sequence-dependent setup and transportation times
by Shuaipeng Yuan & Tieke Li & Bailin Wang - 441-457 A deep convolution generative adversarial networks based fuzzing framework for industry control protocols
by Wanyou Lv & Jiawen Xiong & Jianqi Shi & Yanhong Huang & Shengchao Qin - 459-469 Weld defect classification in radiographic images using unified deep neural network with multi-level features
by Lu Yang & Hongquan Jiang - 471-482 Reinforcement learning-based collision-free path planner for redundant robot in narrow duct
by Xiaotong Hua & Guolei Wang & Jing Xu & Ken Chen - 483-500 Data mining for fast and accurate makespan estimation in machining workshops
by Lixin Cheng & Qiuhua Tang & Zikai Zhang & Shiqian Wu - 501-544 VREDI: virtual representation for a digital twin application in a work-center-level asset administration shell
by Kyu Tae Park & Jinho Yang & Sang Do Noh - 545-558 Preventive maintenance scheduling optimization based on opportunistic production-maintenance synchronization
by Li Li & Yong Wang & Kuo-Yi Lin - 559-578 Metaheuristics for the template design problem: encoding, symmetry and hybridisation
by David Rodríguez Rueda & Carlos Cotta & Antonio J. Fernández-Leiva - 579-596 A cyber-physical system deployment based on pull strategies for one-of-a-kind production with limited resources
by Guodong Huang & Jie Chen & Yacob Khojasteh - 597-610 RETRACTED ARTICLE: Visual sensor intelligent module based image transmission in industrial manufacturing for monitoring and manipulation problems
by Bilal S. A. Alhayani & Haci llhan - 611-631 Concurrent optimization of process parameters and product design variables for near net shape manufacturing processes
by Daniele Marini & Jonathan R. Corney - 633-647 Use of acoustic emission in combination with machine learning: monitoring of gas–liquid mixing in stirred tanks
by Giuseppe Forte & Federico Alberini & Mark Simmons & Hugh E. Stitt
January 2021, Volume 32, Issue 1
- 1-20 DAMER: a novel diagnosis aggregation method with evidential reasoning rule for bearing fault diagnosis
by Gang Wang & Feng Zhang & Bayi Cheng & Fang Fang - 21-36 Fuzzy logic and sub-clustering approaches to predict main cutting force in high-pressure jet assisted turning
by Dragan Rodić & Milenko Sekulić & Marin Gostimirović & Vladimir Pucovsky & Davorin Kramar - 37-49 An adaptive update model based on improved Long Short Term Memory for online prediction of vibration signal
by Huixin Tian & Daixu Ren & Kun Li & Zhen Zhao - 51-59 The development of a micro-pattern manufacturing method using rotating active tools with compensation of estimated errors and an LMS algorithm
by Soo-Bong Cho & Seung-Kook Ro & Byung-Sub Kim & Sung-Cheul Lee & Jong-Kweon Park - 61-76 Optimal pricing and sourcing strategies in the presence of supply uncertainty and competition
by Yixin Zhang & Xifu Wang - 77-90 Estimation of tool wear and optimization of cutting parameters based on novel ANFIS-PSO method toward intelligent machining
by Longhua Xu & Chuanzhen Huang & Chengwu Li & Jun Wang & Hanlian Liu & Xiaodan Wang - 91-112 Two-stage parallel speed-scaling machine scheduling under time-of-use tariffs
by Hongliang Zhang & Yujuan Wu & Ruilin Pan & Gongjie Xu - 113-126 Fully convolutional networks for chip-wise defect detection employing photoluminescence images
by Maike Lorena Stern & Martin Schellenberger - 127-140 Identification of cutting tool wear condition in turning using self-organizing map trained with imbalanced data
by Lucas Costa Brito & Márcio Bacci Silva & Marcus Antonio Viana Duarte - 141-156 Automated detection of defects with low semantic information in X-ray images based on deep learning
by Wangzhe Du & Hongyao Shen & Jianzhong Fu & Ge Zhang & Xuanke Shi & Quan He - 157-178 ε Constrained differential evolution using halfspace partition for optimization problems
by Wenchao Yi & Liang Gao & Zhi Pei & Jiansha Lu & Yong Chen - 179-200 Prediction of geometry deviations in additive manufactured parts: comparison of linear regression with machine learning algorithms
by Ivanna Baturynska & Kristian Martinsen - 201-220 A transformation of human operation approach to inform system design for automation
by Simon Micheler & Yee Mey Goh & Niels Lohse - 221-235 Modal parameter identification of general cutter based on milling stability theory
by Minglong Guo & Zhaocheng Wei & Minjie Wang & Shiquan Li & Jia Wang & Shengxian Liu - 237-249 Intelligent manufacturing Lie Group Machine Learning: real-time and efficient inspection system based on fog computing
by Chengjun Xu & Guobin Zhu - 251-263 Discriminative feature learning and cluster-based defect label reconstruction for reducing uncertainty in wafer bin map labels
by Seyoung Park & Jaeyeon Jang & Chang Ouk Kim - 265-312 Module-based product family design: systematic literature review and meta-synthesis
by Leandro Gauss & Daniel P. Lacerda & Paulo A. Cauchick Miguel - 313-327 An improved case based reasoning method and its application in estimation of surface quality toward intelligent machining
by Longhua Xu & Chuanzhen Huang & Chengwu Li & Jun Wang & Hanlian Liu & Xiaodan Wang
December 2020, Volume 31, Issue 8
- 1813-1823 Real-time defect detection network for polarizer based on deep learning
by Ruizhen Liu & Zhiyi Sun & Anhong Wang & Kai Yang & Yin Wang & Qianlai Sun - 1825-1836 Activation functions selection for BP neural network model of ground surface roughness
by Yuhang Pan & Yonghao Wang & Ping Zhou & Ying Yan & Dongming Guo - 1837-1859 The architecture development of Industry 4.0 compliant smart machine tool system (SMTS)
by Byeongwoo Jeon & Joo-Sung Yoon & Jumyung Um & Suk-Hwan Suh - 1861-1875 Wafer map defect pattern classification based on convolutional neural network features and error-correcting output codes
by Cheng Hao Jin & Hyun-Jin Kim & Yongjun Piao & Meijing Li & Minghao Piao - 1877-1888 Swarm intelligence based centralized clustering: a novel solution
by Cosmena Mahapatra & Ashish Payal & Meenu Chopra - 1889-1897 Analysis of production cycle-time distribution with a big-data approach
by Xu Tan & Lining Xing & Zhaoquan Cai & Gaige Wang - 1899-1916 Unsupervised rotating machinery fault diagnosis method based on integrated SAE–DBN and a binary processor
by Jialin Li & Xueyi Li & David He & Yongzhi Qu - 1917-1933 Towards an automated decision support system for the identification of additive manufacturing part candidates
by Sheng Yang & Thomas Page & Ying Zhang & Yaoyao Fiona Zhao - 1935-1948 Nonlinear time-series modeling of feed drive system based on motion states classification
by Yakun Jiang & Jihong Chen & Huicheng Zhou & Jianzhong Yang & Guangda Xu - 1949-1983 A research survey: heuristic approaches for solving multi objective flexible job shop problems
by Alper Türkyılmaz & Özlem Şenvar & İrem Ünal & Serol Bulkan - 1985-2002 Pricing strategy and system performance in a cloud-based manufacturing system built on blockchain technology
by Xiaobao Zhu & Jing Shi & Fengjie Xie & Rouqi Song - 2003-2017 Quality analysis in metal additive manufacturing with deep learning
by Xiang Li & Xiaodong Jia & Qibo Yang & Jay Lee - 2019-2032 Various realization methods of machine-part classification based on deep learning
by Fangwei Ning & Yan Shi & Maolin Cai & Weiqing Xu - 2033-2047 Two-sided matching decision-making model with hesitant fuzzy preference information for configuring cloud manufacturing tasks and resources
by Baodong Li & Yu Yang & Jiafu Su & Zhichao Liang & Sheng Wang - 2049-2067 Design optimization by integrating limited simulation data and shape engineering knowledge with Bayesian optimization (BO-DK4DO)
by Jia Hao & Mengying Zhou & Guoxin Wang & Liangyue Jia & Yan Yan - 2069-2087 Real-time task processing for spinning cyber-physical production systems based on edge computing
by Shiyong Yin & Jinsong Bao & Jie Zhang & Jie Li & Junliang Wang & Xiaodi Huang - 2089-2090 Intelligent decision making for service and manufacturing industries
by Junwei Wang & Su Xiu Xu & Gangyan Xu
October 2020, Volume 31, Issue 7
- 1607-1610 Extreme science and engineering
by Andrew Kusiak - 1611-1619 Data-driven prognostic method based on self-supervised learning approaches for fault detection
by Tian Wang & Meina Qiao & Mengyi Zhang & Yi Yang & Hichem Snoussi - 1621-1633 Approach for fault prognosis using recurrent neural network
by Qianhui Wu & Keqin Ding & Biqing Huang - 1635-1648 Optimizing human–robot task allocation using a simulation tool based on standardized work descriptions
by Timo Bänziger & Andreas Kunz & Konrad Wegener - 1649-1660 Cloud manufacturing service QoS prediction based on neighbourhood enhanced matrix factorization
by Yu Feng & Biqing Huang - 1661-1671 An effective approach for causal variables analysis in diesel engine production by using mutual information and network deconvolution
by Wei Qin & Dongye Zha & Jie Zhang - 1673-1691 A scheduling optimization method for maintenance, repair and operations service resources of complex products
by Hao Li & Shanghua Mi & Qifeng Li & Xiaoyu Wen & Dongping Qiao & Guofu Luo - 1693-1705 A data-driven method based on deep belief networks for backlash error prediction in machining centers
by Zhe Li & Yi Wang & Kesheng Wang - 1707-1720 Hypernetwork-based manufacturing service scheduling for distributed and collaborative manufacturing operations towards smart manufacturing
by Ying Cheng & Luning Bi & Fei Tao & Ping Ji - 1721-1736 Data-driven customer requirements discernment in the product lifecycle management via intuitionistic fuzzy sets and electroencephalogram
by Shanhe Lou & Yixiong Feng & Hao Zheng & Yicong Gao & Jianrong Tan - 1737-1748 Blockchain-based business process management (BPM) framework for service composition in industry 4.0
by Wattana Viriyasitavat & Li Xu & Zhuming Bi & Assadaporn Sapsomboon - 1749-1749 Correction to: Blockchain-based business process management (BPM) framework for service composition in industry 4.0
by Wattana Viriyasitavat & Li Da Xu & Zhuming Bi & Assadaporn Sapsomboon - 1751-1767 A knowledge based intelligent process planning method for controller of computer numerical control machine tools
by Yingxin Ye & Tianliang Hu & Yan Yang & Wendan Zhu & Chengrui Zhang - 1769-1781 A data-driven approach for predicting printability in metal additive manufacturing processes
by William Mycroft & Mordechai Katzman & Samuel Tammas-Williams & Everth Hernandez-Nava & George Panoutsos & Iain Todd & Visakan Kadirkamanathan - 1783-1793 Transfer-robot task scheduling in flexible job shop
by Andy Ham - 1795-1811 Adaptive self-learning mechanisms for updating short-term production decisions in an industrial mining complex
by Ashish Kumar & Roussos Dimitrakopoulos & Marco Maulen
August 2020, Volume 31, Issue 6
- 1313-1337 A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives
by Kendrik Yan Hong Lim & Pai Zheng & Chun-Hsien Chen - 1339-1352 A failure mode and risk assessment method based on cloud model
by Xinlong Li & Yan Ran & Genbao Zhang & Yan He - 1353-1366 Machine learning-based instantaneous cutting force model for end milling operation
by Shubham Vaishnav & Ankit Agarwal & K. A. Desai - 1367-1382 Multi-agent systems negotiation to deal with dynamic scheduling in disturbed industrial context
by Tsegay Tesfay Mezgebe & Hind Bril El Haouzi & Guillaume Demesure & Remi Pannequin & Andre Thomas - 1383-1402 A six-layer architecture for the digital twin: a manufacturing case study implementation
by A. J. H. Redelinghuys & A. H. Basson & K. Kruger - 1403-1428 On the end-of-life state oriented multi-objective disassembly line balancing problem
by Lixia Zhu & Zeqiang Zhang & Yi Wang & Ning Cai - 1429-1441 Assembly consistency improvement of straightness error of the linear axis based on the consistency degree and GA-MSVM-I-KM
by Yang Hui & Xuesong Mei & Gedong Jiang & Fei Zhao & Pengcheng Shen - 1443-1466 A memetic algorithm for multi-objective distributed production scheduling: minimizing the makespan and total energy consumption
by Guiliang Gong & Raymond Chiong & Qianwang Deng & Qiang Luo - 1467-1481 Imbalanced fault diagnosis of rotating machinery via multi-domain feature extraction and cost-sensitive learning
by Qifa Xu & Shixiang Lu & Weiyin Jia & Cuixia Jiang - 1483-1496 Production scheduling problem in a factory of automobile component primer painting
by Ivan Kristianto Singgih & Onyu Yu & Byung-In Kim & Jeongin Koo & Seungdoe Lee - 1497-1510 A hybrid information model based on long short-term memory network for tool condition monitoring
by Weili Cai & Wenjuan Zhang & Xiaofeng Hu & Yingchao Liu - 1511-1529 An adversarial bidirectional serial–parallel LSTM-based QTD framework for product quality prediction
by Zhenyu Liu & Donghao Zhang & Weiqiang Jia & Xianke Lin & Hui Liu - 1531-1558 Machine learning applied in production planning and control: a state-of-the-art in the era of industry 4.0
by Juan Pablo Usuga Cadavid & Samir Lamouri & Bernard Grabot & Robert Pellerin & Arnaud Fortin - 1559-1578 Knowledge recommendation for product development using integrated rough set-information entropy correction
by Zhenyong Wu & Lina He & Yuan Wang & Mark Goh & Xinguo Ming - 1579-1606 A knowledge-based system for quality analysis in model-based design
by Wei Yang & Chaofan Fu & Xiaoguang Yan & Zhuoning Chen
June 2020, Volume 31, Issue 5
- 1079-1099 Hybrid constrained permutation algorithm and genetic algorithm for process planning problem
by Abdullah Falih & Ahmed Z. M. Shammari - 1101-1112 Supervised feature learning by adversarial autoencoder approach for object classification in dual X-ray image of luggage
by Mohamed Chouai & Mostefa Merah & José-Luis Sancho-Gómez & Malika Mimi - 1113-1132 Real-time machining data application and service based on IMT digital twin
by Xin Tong & Qiang Liu & Shiwei Pi & Yao Xiao - 1133-1147 Multi-bead overlapping model with varying cross-section profile for robotic GMAW-based additive manufacturing
by Zeqi Hu & Xunpeng Qin & Yifeng Li & Jiuxin Yuan & Qiang Wu - 1149-1164 Formal modeling of cyber-physical resource scheduling in IIoT cloud environments
by Shashi Bhushan Jha & Radu F. Babiceanu & Remzi Seker - 1165-1174 Effective automatic defect classification process based on CNN with stacking ensemble model for TFT-LCD panel
by Myeongso Kim & Minyoung Lee & Minjeong An & Hongchul Lee - 1175-1189 Monitoring of a machining process using kernel principal component analysis and kernel density estimation
by Wo Jae Lee & Gamini P. Mendis & Matthew J. Triebe & John W. Sutherland - 1191-1201 Towards defect monitoring for metallic additive manufacturing components using phased array ultrasonic testing
by A. Chabot & N. Laroche & E. Carcreff & M. Rauch & J.-Y. Hascoët - 1203-1213 Control of weld penetration depth using relative fluctuation coefficient as feedback
by Shuangyang Zou & Zhijiang Wang & Shengsun Hu & Wandong Wang & Yue Cao - 1215-1228 Image synthesis in contrast MRI based on super resolution reconstruction with multi-refinement cycle-consistent generative adversarial networks
by Kun Wu & Yan Qiang & Kai Song & Xueting Ren & WenKai Yang & Wanjun Zhang & Akbar Hussain & Yanfen Cui - 1229-1241 Identification and classification of materials using machine vision and machine learning in the context of industry 4.0
by Durga Prasad Penumuru & Sreekumar Muthuswamy & Premkumar Karumbu - 1243-1255 Timely chatter identification for robotic drilling using a local maximum synchrosqueezing-based method
by Jianfeng Tao & Chengjin Qin & Dengyu Xiao & Haotian Shi & Xiao Ling & Bingchu Li & Chengliang Liu - 1257-1273 An intelligent decision support system for production planning based on machine learning
by Germán González Rodríguez & Jose M. Gonzalez-Cava & Juan Albino Méndez Pérez - 1275-1289 Support vector machines based non-contact fault diagnosis system for bearings
by Deepam Goyal & Anurag Choudhary & B. S. Pabla & S. S. Dhami - 1291-1309 A novel learning-based feature recognition method using multiple sectional view representation
by Peizhi Shi & Qunfen Qi & Yuchu Qin & Paul J. Scott & Xiangqian Jiang - 1311-1311 Retraction Note to: Potential of soft computing approach for evaluating the factors affecting the capacity of steel–concrete composite beam
by Ali Toghroli & Meldi Suhatril & Zainah Ibrahim & Maryam Safa & Mahdi Shariati & Shahaboddin Shamshirband
April 2020, Volume 31, Issue 4
- 799-814 Real-time monitoring of high-power disk laser welding statuses based on deep learning framework
by Yanxi Zhang & Deyong You & Xiangdong Gao & Congyi Wang & Yangjin Li & Perry P. Gao - 815-832 Artificial intelligence planners for multi-head path planning of SwarmItFIX agents
by Satheeshkumar Veeramani & Sreekumar Muthuswamy & Keerthi Sagar & Matteo Zoppi - 833-845 A data-driven decision-making optimization approach for inconsistent lithium-ion cell screening
by Chengbao Liu & Jie Tan & Xuelei Wang