Journal: J. Intelligent Manufacturing

Volume 31, Issue 8

1813 -- 1823Ruizhen Liu, Zhiyi Sun, Anhong Wang, Kai Yang, Yin Wang, Qianlai Sun. Real-time defect detection network for polarizer based on deep learning
1825 -- 1836Yuhang Pan, Yonghao Wang, Ping Zhou, Ying Yan, Dongming Guo. Activation functions selection for BP neural network model of ground surface roughness
1837 -- 1859Byeongwoo Jeon, Joo-Sung Yoon, Jumyung Um, Suk-Hwan Suh. The architecture development of Industry 4.0 compliant smart machine tool system (SMTS)
1861 -- 1875Cheng Hao Jin, Hyun-Jin Kim, Yongjun Piao, Meijing Li, Minghao Piao. Wafer map defect pattern classification based on convolutional neural network features and error-correcting output codes
1877 -- 1888Cosmena Mahapatra, Ashish Payal, Meenu Chopra. Swarm intelligence based centralized clustering: a novel solution
1889 -- 1897Xu Tan 0002, Lining Xing, Zhaoquan Cai, Gaige Wang. Analysis of production cycle-time distribution with a big-data approach
1899 -- 1916Jialin Li, Xueyi Li, David He, Yongzhi Qu. Unsupervised rotating machinery fault diagnosis method based on integrated SAE-DBN and a binary processor
1917 -- 1933Sheng Yang, Thomas Page, Ying Zhang, Yaoyao Fiona Zhao. Towards an automated decision support system for the identification of additive manufacturing part candidates
1935 -- 1948Yakun Jiang, Jihong Chen, Huicheng Zhou, Jianzhong Yang, Guangda Xu. Nonlinear time-series modeling of feed drive system based on motion states classification
1949 -- 1983Alper Türkyilmaz, Özlem Senvar, Irem Ünal, Serol Bulkan. A research survey: heuristic approaches for solving multi objective flexible job shop problems
1985 -- 2002Xiaobao Zhu, Jing Shi 0006, Fengjie Xie, Rouqi Song. Pricing strategy and system performance in a cloud-based manufacturing system built on blockchain technology
2003 -- 2017Xiang Li 0018, Xiaodong Jia 0001, Qibo Yang, Jay Lee. Quality analysis in metal additive manufacturing with deep learning
2019 -- 2032Fangwei Ning, Yan Shi 0003, Maolin Cai, Weiqing Xu. Various realization methods of machine-part classification based on deep learning
2033 -- 2047Baodong Li, Yu Yang, Jiafu Su, Zhichao Liang, Sheng Wang. Two-sided matching decision-making model with hesitant fuzzy preference information for configuring cloud manufacturing tasks and resources
2049 -- 2067Jia Hao, Mengying Zhou, Guoxin Wang 0001, Liangyue Jia, Yan Yan 0008. Design optimization by integrating limited simulation data and shape engineering knowledge with Bayesian optimization (BO-DK4DO)
2069 -- 2087Shiyong Yin, Jinsong Bao, Jie Zhang 0041, Jie Li, Junliang Wang, Xiaodi Huang. Real-time task processing for spinning cyber-physical production systems based on edge computing
2089 -- 2090Junwei Wang 0001, Su Xiu Xu, Gangyan Xu. Intelligent decision making for service and manufacturing industries

Volume 31, Issue 7

1607 -- 1610Andrew Kusiak. Extreme science and engineering
1611 -- 1619Tian Wang 0002, Meina Qiao, Mengyi Zhang, Yi Yang, Hichem Snoussi. Data-driven prognostic method based on self-supervised learning approaches for fault detection
1621 -- 1633Qianhui Wu, Keqin Ding, Biqing Huang. Approach for fault prognosis using recurrent neural network
1635 -- 1648Timo Bänziger, Andreas M. Kunz, Konrad Wegener. Optimizing human-robot task allocation using a simulation tool based on standardized work descriptions
1649 -- 1660Yu Feng, Biqing Huang. Cloud manufacturing service QoS prediction based on neighbourhood enhanced matrix factorization
1661 -- 1671Wei Qin, Dongye Zha, Jie Zhang. An effective approach for causal variables analysis in diesel engine production by using mutual information and network deconvolution
1673 -- 1691Hao Li, Shanghua Mi, Qifeng Li, Xiaoyu Wen, Dongping Qiao, Guofu Luo. A scheduling optimization method for maintenance, repair and operations service resources of complex products
1693 -- 1705Zhe Li, Yi Wang, Kesheng Wang. A data-driven method based on deep belief networks for backlash error prediction in machining centers
1707 -- 1720Ying Cheng, Luning Bi, Fei Tao, Ping Ji. Hypernetwork-based manufacturing service scheduling for distributed and collaborative manufacturing operations towards smart manufacturing
1721 -- 1736Shanhe Lou, Yixiong Feng, Hao Zheng, Yicong Gao, Jianrong Tan. Data-driven customer requirements discernment in the product lifecycle management via intuitionistic fuzzy sets and electroencephalogram
1737 -- 1748Wattana Viriyasitavat, Li Da Xu, Zhuming Bi, Assadaporn Sapsomboon. Blockchain-based business process management (BPM) framework for service composition in industry 4.0
1749 -- 0Wattana Viriyasitavat, Li Da Xu, Zhuming Bi, Assadaporn Sapsomboon. Correction to: Blockchain-based business process management (BPM) framework for service composition in industry 4.0
1751 -- 1767Yingxin Ye, Tianliang Hu, Yan Yang, Wendan Zhu, Chengrui Zhang. A knowledge based intelligent process planning method for controller of computer numerical control machine tools
1769 -- 1781William Mycroft, Mordechai Katzman, Samuel Tammas-Williams, Everth Hernandez-Nava, George Panoutsos, Iain Todd, Visakan Kadirkamanathan. A data-driven approach for predicting printability in metal additive manufacturing processes
1783 -- 1793Andy Ham. Transfer-robot task scheduling in flexible job shop
1795 -- 1811Ashish Kumar, Roussos G. Dimitrakopoulos, Marco Maulen. Adaptive self-learning mechanisms for updating short-term production decisions in an industrial mining complex

Volume 31, Issue 6

1313 -- 1337Kendrik Yan Hong Lim, Pai Zheng, Chun-Hsien Chen. A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives
1339 -- 1352Xinlong Li, Yan Ran, Genbao Zhang, Yan He. A failure mode and risk assessment method based on cloud model
1353 -- 1366Shubham Vaishnav, Ankit Agarwal, K. A. Desai. Machine learning-based instantaneous cutting force model for end milling operation
1367 -- 1382Tsegay Tesfay Mezgebe, Hind Bril El Haouzi, Guillaume Demesure, Rémi Pannequin, André Thomas 0001. Multi-agent systems negotiation to deal with dynamic scheduling in disturbed industrial context
1383 -- 1402A. J. H. Redelinghuys, Anton Herman Basson, Karel Kruger. A six-layer architecture for the digital twin: a manufacturing case study implementation
1403 -- 1428Lixia Zhu, Zeqiang Zhang, Yi Wang, Ning Cai. On the end-of-life state oriented multi-objective disassembly line balancing problem
1429 -- 1441Yang Hui, Xuesong Mei, Gedong Jiang, Fei Zhao, Pengcheng Shen. Assembly consistency improvement of straightness error of the linear axis based on the consistency degree and GA-MSVM-I-KM
1443 -- 1466Guiliang Gong, Raymond Chiong, Qianwang Deng, Qiang Luo. A memetic algorithm for multi-objective distributed production scheduling: minimizing the makespan and total energy consumption
1467 -- 1481Qifa Xu, Shixiang Lu, Weiyin Jia, Cuixia Jiang. Imbalanced fault diagnosis of rotating machinery via multi-domain feature extraction and cost-sensitive learning
1483 -- 1496Ivan Kristianto Singgih, Onyu Yu, Byung-In Kim, Jeongin Koo, Seungdoe Lee. Production scheduling problem in a factory of automobile component primer painting
1497 -- 1510WeiLi Cai, Wenjuan Zhang, Xiaofeng Hu, Yingchao Liu. A hybrid information model based on long short-term memory network for tool condition monitoring
1511 -- 1529Zhenyu Liu, Donghao Zhang, Weiqiang Jia, Xianke Lin, Hui Liu. An adversarial bidirectional serial-parallel LSTM-based QTD framework for product quality prediction
1531 -- 1558Juan Pablo Usuga Cadavid, Samir Lamouri, Bernard Grabot, Robert Pellerin, Arnaud Fortin. Machine learning applied in production planning and control: a state-of-the-art in the era of industry 4.0
1559 -- 1578Zhenyong Wu, Lina He, Yuan Wang 0003, Mark Goh, Xinguo Ming. Knowledge recommendation for product development using integrated rough set-information entropy correction
1579 -- 1606Wei Yang, Chaofan Fu, Xiaoguang Yan, Zhuoning Chen. A knowledge-based system for quality analysis in model-based design

Volume 31, Issue 5

1079 -- 1099Abdullah Falih, Ahmed Z. M. Shammari. Hybrid constrained permutation algorithm and genetic algorithm for process planning problem
1101 -- 1112Mohamed Chouai, Mostefa Merah, José-Luis Sancho-Gómez, Malika Mimi. Supervised feature learning by adversarial autoencoder approach for object classification in dual X-ray image of luggage
1113 -- 1132Xin Tong, Qiang Liu, Shiwei Pi, Yao Xiao. Real-time machining data application and service based on IMT digital twin
1133 -- 1147Zeqi Hu, Xunpeng Qin, Yifeng Li, Jiuxin Yuan, Qiang Wu. Multi-bead overlapping model with varying cross-section profile for robotic GMAW-based additive manufacturing
1149 -- 1164Shashi Bhushan Jha, Radu F. Babiceanu, Remzi Seker. Formal modeling of cyber-physical resource scheduling in IIoT cloud environments
1165 -- 1174Myeongso Kim, Minyoung Lee, Minjeong An, Hongchul Lee. Effective automatic defect classification process based on CNN with stacking ensemble model for TFT-LCD panel
1175 -- 1189Wo Jae Lee, Gamini Mendis, Matthew J. Triebe, John W. Sutherland. Monitoring of a machining process using kernel principal component analysis and kernel density estimation
1191 -- 1201A. Chabot, N. Laroche, E. Carcreff, Matthieu Rauch, Jean-Yves Hascoët. Towards defect monitoring for metallic additive manufacturing components using phased array ultrasonic testing
1203 -- 1213Shuangyang Zou, Zhijiang Wang, Shengsun Hu, Wandong Wang, Yue Cao. Control of weld penetration depth using relative fluctuation coefficient as feedback
1215 -- 1228Kun Wu, Yan Qiang, Kai Song, Xueting Ren, Wenkai Yang, Wanjun Zhang, Akbar Hussain, Yanfen Cui. Image synthesis in contrast MRI based on super resolution reconstruction with multi-refinement cycle-consistent generative adversarial networks
1229 -- 1241Durga Prasad Penumuru, Sreekumar Muthuswamy, Premkumar Karumbu. Identification and classification of materials using machine vision and machine learning in the context of industry 4.0
1243 -- 1255Jianfeng Tao, Chengjin Qin, Dengyu Xiao, Haotian Shi, Xiao Ling, Bingchu Li, Chengliang Liu. Timely chatter identification for robotic drilling using a local maximum synchrosqueezing-based method
1257 -- 1273Germán Carlos González Rodríguez, Jose M. Gonzalez-Cava, Juan Albino Méndez Pérez. An intelligent decision support system for production planning based on machine learning
1275 -- 1289Deepam Goyal, Anurag Choudhary, B. S. Pabla, S. S. Dhami. Support vector machines based non-contact fault diagnosis system for bearings
1291 -- 1309Peizhi Shi, Qunfen Qi, Yuchu Qin, Paul J. Scott, Xiangqian Jiang. A novel learning-based feature recognition method using multiple sectional view representation
1311 -- 0Ali Toghroli, Meldi Suhatril, Zainah Ibrahim, Maryam Safa, Mahdi Shariati, Shahaboddin Shamshirband. Retraction Note to: Potential of soft computing approach for evaluating the factors affecting the capacity of steel-concrete composite beam

Volume 31, Issue 4

799 -- 814Yanxi Zhang, Deyong You, Xiangdong Gao, Congyi Wang, Yangjin Li, Perry P. Gao. Real-time monitoring of high-power disk laser welding statuses based on deep learning framework
815 -- 832Satheeshkumar Veeramani, Sreekumar Muthuswamy, Keerthi Sagar, Matteo Zoppi. Artificial intelligence planners for multi-head path planning of SwarmItFIX agents
833 -- 845Chengbao Liu, Jie Tan, Xuelei Wang. A data-driven decision-making optimization approach for inconsistent lithium-ion cell screening
847 -- 864Mohammad Reza Khosravani, Sara Nasiri. Injection molding manufacturing process: review of case-based reasoning applications
865 -- 884Maroua Said, Khaoula Ben Abdellafou, Okba Taouali. Machine learning technique for data-driven fault detection of nonlinear processes
885 -- 897Olatomiwa Badmos, Andreas Kopp, Timo Bernthaler, Gerhard Schneider. Image-based defect detection in lithium-ion battery electrode using convolutional neural networks
899 -- 909Yiping Gao, Liang Gao 0001, Xinyu Li, Yuwei Zheng. A zero-shot learning method for fault diagnosis under unknown working loads
911 -- 935Elango Natarajan, Varadaraju Kaviarasan, Wei Hong Lim, Sew Sun Tiang, S. Parasuraman, Sangeetha Elango. Non-dominated sorting modified teaching-learning-based optimization for multi-objective machining of polytetrafluoroethylene (PTFE)
937 -- 951Xuexin Zhang, Yonghong Liu, Xinlei Wu, Zhenwei Niu. Intelligent pulse analysis of high-speed electrical discharge machining using different RNNs
953 -- 966Zhiwen Huang, Jianmin Zhu, Jingtao Lei, Xiaoru Li, Fengqing Tian. Tool wear predicting based on multi-domain feature fusion by deep convolutional neural network in milling operations
967 -- 984Hengyuan Ma, Wei Liu, Xionghui Zhou, Qiang Niu, Chuipin Kong. An effective and automatic approach for parameters optimization of complex end milling process based on virtual machining
985 -- 1002Donghua Zhao, Weizhong Guo. Mixed-layer adaptive slicing for robotic Additive Manufacturing (AM) based on decomposing and regrouping
1003 -- 1018Wei Fang, Lianyu Zheng. Shop floor data-driven spatial-temporal verification for manual assembly planning
1019 -- 1035Chayma Sellami, Carlos Miranda, Ahmed Samet, Mohamed Anis Bach Tobji, François de Bertrand de Beuvron. On mining frequent chronicles for machine failure prediction
1037 -- 1049Eryun Liu, Kangping Chen, Zhiyu Xiang, Jun Zhang. Conductive particle detection via deep learning for ACF bonding in TFT-LCD manufacturing
1051 -- 1078Lei He, Mathijs de Weerdt, Neil Yorke-Smith. Time/sequence-dependent scheduling: the design and evaluation of a general purpose tabu-based adaptive large neighbourhood search algorithm

Volume 31, Issue 3

529 -- 552Liang Hou, Roger J. Jiao. Data-informed inverse design by product usage information: a review, framework and outlook
553 -- 560Max Schwenzer, Thomas Auerbach, Kazumasa Miura, Benjamin Döbbeler, Thomas Bergs. Support vector regression to correct motor current of machine tool drives
561 -- 574Zhiwei Zhao, Yingguang Li, Changqing Liu, James Gao. On-line part deformation prediction based on deep learning
575 -- 596Liang Tian, Yu Luo. A study on the prediction of inherent deformation in fillet-welded joint using support vector machine and genetic optimization algorithm
597 -- 613Shuangyao Zhao, Qiang Zhang, Zhanglin Peng, Yu Fan. Integrating customer requirements into customized product configuration design based on Kano's model
615 -- 640Mariem Besbes, Marc Zolghadri, Roberta Costa Affonso, Faouzi Masmoudi, Mohamed Haddar. A methodology for solving facility layout problem considering barriers: genetic algorithm coupled with A* search
641 -- 659Anderson Rogério Faia Pinto, Marcelo Seido Nagano. Genetic algorithms applied to integration and optimization of billing and picking processes
661 -- 680Duck Young Kim, J. W. Park, S. Baek, K.-B. Park, H. R. Kim, J. I. Park, H. S. Kim, B.-B. Kim, H.-Y. Oh, K. Namgung, W. Baek. A modular factory testbed for the rapid reconfiguration of manufacturing systems
681 -- 702Tianyang Li, Ting He, Zhongjie Wang, Yufeng Zhang. SDF-GA: a service domain feature-oriented approach for manufacturing cloud service composition
703 -- 716Tao Zan, Zhihao Liu, Hui Wang, Min Wang, Xiangsheng Gao. Control chart pattern recognition using the convolutional neural network
717 -- 744Dongbo Wu, Hui Wang, Kaiyao Zhang, Bing Zhao, Xiaojun Lin. Research on adaptive CNC machining arithmetic and process for near-net-shaped jet engine blade
745 -- 757Xiaofeng Wang, Shu Guo, Jian Shen, Yang Liu. Optimization of preventive maintenance for series manufacturing system by differential evolution algorithm
759 -- 776Domen Tabernik, Samo Sela, Jure Skvarc, Danijel Skocaj. Segmentation-based deep-learning approach for surface-defect detection
777 -- 787Werner Zellinger, Thomas Grubinger, Michael Zwick, Edwin Lughofer, Holger Schöner, Thomas Natschläger, Susanne Saminger-Platz. Multi-source transfer learning of time series in cyclical manufacturing
789 -- 795Carlos González-Val, Adrian Pallas, Veronica Panadeiro, Alvaro Rodriguez-Tajes. A convolutional approach to quality monitoring for laser manufacturing
797 -- 0Srdan Jovic, Nebojsa Arsic, Ljubomir M. Maric, Dalibor Petkovic. Retraction Note to: Estimation of contact forces of underactuated robotic finger using soft computing methods

Volume 31, Issue 2

269 -- 0Andrew Kusiak. Resilient manufacturing
271 -- 284Shwetank Avikal, Rohit Singh, Rashmi. QFD and Fuzzy Kano model based approach for classification of aesthetic attributes of SUV car profile
285 -- 300Gerardo Emanuel Granados, Loïc Lacroix, Kamal Medjaher. Condition monitoring and prediction of solution quality during a copper electroplating process
301 -- 317Zhenjun Ming, Cong Zeng, Guoxin Wang, Jia Hao, Yan Yan. Ontology-based module selection in the design of reconfigurable machine tools
319 -- 326Seokho Kang. Joint modeling of classification and regression for improving faulty wafer detection in semiconductor manufacturing
327 -- 350Jie Yang 0046, Shaowen Lu, Liangyong Wang. Fused magnesia manufacturing process: a survey
351 -- 374Zied Hajej, Nidhal Rezg, Tarek Askri. Joint optimization of capacity, production and maintenance planning of leased machines
375 -- 386Ohyung Kwon, Hyung-Giun Kim, Min Ji Ham, Wonrae Kim, Gun-Hee Kim, Jae Hyung Cho, Nam-Il Kim, Kangil Kim. A deep neural network for classification of melt-pool images in metal additive manufacturing
387 -- 402Fiorenzo Franceschini, Domenico A. Maisano. Law of Comparative Judgment to fuse preference orderings in manufacturing applications
403 -- 415Ahmed Elsheikh, Soumaya Yacout, Mohamed-Salah Ouali, Yasser Shaban. Failure time prediction using adaptive logical analysis of survival curves and multiple machining signals
417 -- 432Yu-Fang Wang. Adaptive job shop scheduling strategy based on weighted Q-learning algorithm
433 -- 452Xiang Li 0018, Wei Zhang 0137, Qian Ding, Jian-Qiao Sun. Intelligent rotating machinery fault diagnosis based on deep learning using data augmentation
453 -- 468Haiyong Chen, Yue Pang, Qidi Hu, Kun Liu 0009. Solar cell surface defect inspection based on multispectral convolutional neural network
469 -- 480Zhi Li 0019, Ali Vatankhah Barenji, Jiazhi Jiang, Ray Y. Zhong, Gangyan Xu. A mechanism for scheduling multi robot intelligent warehouse system face with dynamic demand
481 -- 499Antonio Del Prete, Rodolfo Franchi, Stefania Cacace, Quirico Semeraro. Optimization of cutting conditions using an evolutive online procedure
501 -- 527Yu-Jie Zheng, Yu Yang, Na Zhang. A model for assessment of the impact of configuration changes in complex products

Volume 31, Issue 1

1 -- 2Andrew Kusiak. Service manufacturing = Process-as-a-Service + Manufacturing Operations-as-a-Service
3 -- 18Pai Zheng, Xun Xu 0001, Chun-Hsien Chen. A data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environment
19 -- 32Alejandro Alvarado-Iniesta, Luis Gonzalo Guillen-Anaya, Luis Alberto Rodríguez-Picón, Raul Ñeco-Caberta. Multi-objective optimization of an engine mount design by means of memetic genetic programming and a local exploration approach
33 -- 51Simge Yelkenci Kose, Ozcan Kilincci. A multi-objective hybrid evolutionary approach for buffer allocation in open serial production lines
53 -- 72Edson Ruschel, Eduardo Alves Portela Santos, Eduardo De Freitas Rocha Loures. Establishment of maintenance inspection intervals: an application of process mining techniques in manufacturing
73 -- 86Ki Bum Lee, Chang Ouk Kim. Recurrent feature-incorporated convolutional neural network for virtual metrology of the chemical mechanical planarization process
87 -- 102Aurelio Montalto, Serena Graziosi, Monica Bordegoni, Luca Di Landro, Michael Johannes Leonardus van Tooren. An approach to design reconfigurable manufacturing tools to manage product variability: the mass customisation of eyewear
103 -- 125Keyur D. Joshi, Vedang Chauhan, Brian W. Surgenor. A flexible machine vision system for small part inspection based on a hybrid SVM/ANN approach
127 -- 182Ercan Öztemel, Samet Gursev. Literature review of Industry 4.0 and related technologies
183 -- 197Kai Meng, Xiaoming Qian 0001, Peihuang Lou, Jiong Zhang. Smart recovery decision-making of used industrial equipment for sustainable manufacturing: belt lifter case study
199 -- 214Giampaolo Campana, Mattia Mele. An application to Stereolithography of a feature recognition algorithm for manufacturability evaluation
215 -- 226Omid Yousefian, Andrey Balabokhin, Joshua Tarbutton. Point-by-point prediction of cutting force in 3-axis CNC milling machines through voxel framework in digital manufacturing
227 -- 247Pauline Ong, Chon Haow Chong, Mohammad Zulafif bin Rahim, Woon Kiow Lee, Chee Kiong Sia, Muhammad Ariff Haikal bin Ahmad. Intelligent approach for process modelling and optimization on electrical discharge machining of polycrystalline diamond
249 -- 265Zhaoguang Xu, Yanzhong Dang, Peter Munro, Yuhang Wang. A data-driven approach for constructing the component-failure mode matrix for FMEA
267 -- 0Iman Mansouri, Mahdi Shariati, Maryam Safa, Zainah Ibrahim, M. M. Tahir, Dalibor Petkovic. Retraction Note to: Analysis of influential factors for predicting the shear strength of a V-shaped angle shear connector in composite beams using an adaptive neuro-fuzzy technique