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ORCIDJournal of Intelligent Manufacturing, Volume 31
Volume 31, Number 1, January 2020
- Andrew Kusiak
:
Service manufacturing = Process-as-a-Service + Manufacturing Operations-as-a-Service. 1-2 - Pai Zheng, Xun Xu, Chun-Hsien Chen:
A data-driven cyber-physical approach for personalised smart, connected product co-development in a cloud-based environment. 3-18 - Alejandro 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. 19-32 - Simge Yelkenci Köse, Ozcan Kilincci:
A multi-objective hybrid evolutionary approach for buffer allocation in open serial production lines. 33-51 - Edson Ruschel, Eduardo Alves Portela Santos, Eduardo de Freitas Rocha Loures:
Establishment of maintenance inspection intervals: an application of process mining techniques in manufacturing. 53-72 - Ki Bum Lee, Chang Ouk Kim:
Recurrent feature-incorporated convolutional neural network for virtual metrology of the chemical mechanical planarization process. 73-86 - Aurelio 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. 87-102 - Keyur D. Joshi, Vedang Chauhan, Brian W. Surgenor:
A flexible machine vision system for small part inspection based on a hybrid SVM/ANN approach. 103-125 - Ercan Öztemel, Samet Gursev:
Literature review of Industry 4.0 and related technologies. 127-182 - Kai Meng, Xiaoming Qian, Peihuang Lou, Jiong Zhang:
Smart recovery decision-making of used industrial equipment for sustainable manufacturing: belt lifter case study. 183-197 - Giampaolo Campana, Mattia Mele:
An application to Stereolithography of a feature recognition algorithm for manufacturability evaluation. 199-214 - Omid Yousefian, Andrey Balabokhin, Joshua Tarbutton:
Point-by-point prediction of cutting force in 3-axis CNC milling machines through voxel framework in digital manufacturing. 215-226 - Pauline 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. 227-247 - Zhaoguang Xu, Yanzhong Dang, Peter Munro, Yuhang Wang:
A data-driven approach for constructing the component-failure mode matrix for FMEA. 249-265 - 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. 267
Volume 31, Number 2, February 2020
- Andrew Kusiak:
Resilient manufacturing. 269 - Shwetank Avikal, Rohit Singh, Rashmi:
QFD and Fuzzy Kano model based approach for classification of aesthetic attributes of SUV car profile. 271-284 - Gerardo Emanuel Granados, Loïc Lacroix, Kamal Medjaher:
Condition monitoring and prediction of solution quality during a copper electroplating process. 285-300 - Zhenjun Ming, Cong Zeng, Guoxin Wang, Jia Hao, Yan Yan:
Ontology-based module selection in the design of reconfigurable machine tools. 301-317 - Seokho Kang:
Joint modeling of classification and regression for improving faulty wafer detection in semiconductor manufacturing. 319-326 - Jie Yang, Shaowen Lu, Liangyong Wang:
Fused magnesia manufacturing process: a survey. 327-350 - Zied Hajej, Nidhal Rezg, Tarek Askri:
Joint optimization of capacity, production and maintenance planning of leased machines. 351-374 - Ohyung 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. 375-386 - Fiorenzo Franceschini, Domenico A. Maisano:
Adapting Thurstone's Law of Comparative Judgment to fuse preference orderings in manufacturing applications. 387-402 - Ahmed Elsheikh, Soumaya Yacout, Mohamed-Salah Ouali, Yasser Shaban:
Failure time prediction using adaptive logical analysis of survival curves and multiple machining signals. 403-415 - Yu-Fang Wang:
Adaptive job shop scheduling strategy based on weighted Q-learning algorithm. 417-432 - Xiang Li, Wei Zhang, Qian Ding, Jian-Qiao Sun:
Intelligent rotating machinery fault diagnosis based on deep learning using data augmentation. 433-452 - Haiyong Chen, Yue Pang, Qidi Hu, Kun Liu:
Solar cell surface defect inspection based on multispectral convolutional neural network. 453-468 - Zhi Li, Ali Vatankhah Barenji, Jiazhi Jiang, Ray Y. Zhong, Gangyan Xu:
A mechanism for scheduling multi robot intelligent warehouse system face with dynamic demand. 469-480 - Antonio Del Prete, Rodolfo Franchi, Stefania Cacace, Quirico Semeraro:
Optimization of cutting conditions using an evolutive online procedure. 481-499 - Yujie Zheng, Yu Yang, Na Zhang:
A model for assessment of the impact of configuration changes in complex products. 501-527
Volume 31, Number 3, March 2020
- Liang Hou, Roger J. Jiao:
Data-informed inverse design by product usage information: a review, framework and outlook. 529-552 - Max Schwenzer, Thomas Auerbach, Kazumasa Miura, Benjamin Döbbeler, Thomas Bergs:
Support vector regression to correct motor current of machine tool drives. 553-560 - Zhiwei Zhao, Yingguang Li, Changqing Liu, James Gao:
On-line part deformation prediction based on deep learning. 561-574 - Liang Tian, Yu Luo:
A study on the prediction of inherent deformation in fillet-welded joint using support vector machine and genetic optimization algorithm. 575-596 - Shuangyao Zhao, Qiang Zhang, Zhanglin Peng, Yu Fan:
Integrating customer requirements into customized product configuration design based on Kano's model. 597-613 - Mariem 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. 615-640 - Anderson Rogério Faia Pinto, Marcelo Seido Nagano:
Genetic algorithms applied to integration and optimization of billing and picking processes. 641-659 - Duck Young Kim, Jin Woo Park, Sujeong Baek, K.-B. Park, H.-R. Kim, J.-I. Park, H.-S. Kim, B.-B. Kim, H.-Y. Oh, Kichang Namgung, Woonsang Baek:
A modular factory testbed for the rapid reconfiguration of manufacturing systems. 661-680 - Tianyang Li, Ting He, Zhongjie Wang, Yufeng Zhang:
SDF-GA: a service domain feature-oriented approach for manufacturing cloud service composition. 681-702 - Tao Zan, Zhihao Liu, Hui Wang, Min Wang, Xiangsheng Gao:
Control chart pattern recognition using the convolutional neural network. 703-716 - Dongbo Wu, Hui Wang, Kaiyao Zhang, Bing Zhao, Xiaojun Lin:
Research on adaptive CNC machining arithmetic and process for near-net-shaped jet engine blade. 717-744 - Xiaofeng Wang, Shu Guo, Jian Shen, Yang Liu:
Optimization of preventive maintenance for series manufacturing system by differential evolution algorithm. 745-757 - Domen Tabernik, Samo Sela, Jure Skvarc, Danijel Skocaj:
Segmentation-based deep-learning approach for surface-defect detection. 759-776 - Werner Zellinger, Thomas Grubinger, Michael Zwick, Edwin Lughofer, Holger Schöner, Thomas Natschläger, Susanne Saminger-Platz:
Multi-source transfer learning of time series in cyclical manufacturing. 777-787 - Carlos González-Val, Adrian Pallas, Veronica Panadeiro, Alvaro Rodríguez-Tajes:
A convolutional approach to quality monitoring for laser manufacturing. 789-795 - Retraction Note to: Estimation of contact forces of underactuated robotic finger using soft computing methods. 797
Volume 31, Number 4, April 2020
- Yanxi 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. 799-814 - Satheeshkumar Veeramani, Sreekumar Muthuswamy, Keerthi Sagar, Matteo Zoppi:
Artificial intelligence planners for multi-head path planning of SwarmItFIX agents. 815-832 - Chengbao Liu, Jie Tan, Xuelei Wang:
A data-driven decision-making optimization approach for inconsistent lithium-ion cell screening. 833-845 - Mohammad Reza Khosravani, Sara Nasiri:
Injection molding manufacturing process: review of case-based reasoning applications. 847-864 - Maroua Said, Khaoula Ben Abdellafou, Okba Taouali:
Machine learning technique for data-driven fault detection of nonlinear processes. 865-884 - Olatomiwa Badmos, Andreas Kopp, Timo Bernthaler, Gerhard Schneider:
Image-based defect detection in lithium-ion battery electrode using convolutional neural networks. 885-897 - Yiping Gao, Liang Gao, Xinyu Li, Yuwei Zheng:
A zero-shot learning method for fault diagnosis under unknown working loads. 899-909 - Elango 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). 911-935 - Xuexin Zhang, Yonghong Liu, Xinlei Wu, Zhenwei Niu:
Intelligent pulse analysis of high-speed electrical discharge machining using different RNNs. 937-951 - Zhiwen 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. 953-966 - Hengyuan 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. 967-984 - Donghua Zhao, Weizhong Guo:
Mixed-layer adaptive slicing for robotic Additive Manufacturing (AM) based on decomposing and regrouping. 985-1002 - Wei Fang, Lianyu Zheng:
Shop floor data-driven spatial-temporal verification for manual assembly planning. 1003-1018 - Chayma Sellami, Carlos Miranda, Ahmed Samet, Mohamed Anis Bach Tobji, François de Bertrand de Beuvron:
On mining frequent chronicles for machine failure prediction. 1019-1035 - Eryun Liu, Kangping Chen, Zhiyu Xiang, Jun Zhang:
Conductive particle detection via deep learning for ACF bonding in TFT-LCD manufacturing. 1037-1049 - Lei 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. 1051-1078
Volume 31, Number 5, June 2020
- Abdullah Falih, Ahmed Z. M. Shammari:
Hybrid constrained permutation algorithm and genetic algorithm for process planning problem. 1079-1099 - Mohamed 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. 1101-1112 - Xin Tong, Qiang Liu, Shiwei Pi, Yao Xiao:
Real-time machining data application and service based on IMT digital twin. 1113-1132 - Zeqi Hu, Xunpeng Qin, Yifeng Li, Jiuxin Yuan, Qiang Wu:
Multi-bead overlapping model with varying cross-section profile for robotic GMAW-based additive manufacturing. 1133-1147 - Shashi Bhushan Jha, Radu F. Babiceanu, Remzi Seker:
Formal modeling of cyber-physical resource scheduling in IIoT cloud environments. 1149-1164 - Myeongso Kim, Minyoung Lee, Minjeong An, Hongchul Lee:
Effective automatic defect classification process based on CNN with stacking ensemble model for TFT-LCD panel. 1165-1174 - Wo Jae Lee, Gamini Mendis, Matthew J. Triebe, John W. Sutherland:
Monitoring of a machining process using kernel principal component analysis and kernel density estimation. 1175-1189 - Alexia Chabot, Nans Laroche, Ewen Carcreff, Matthieu Rauch, Jean-Yves Hascoët:
Towards defect monitoring for metallic additive manufacturing components using phased array ultrasonic testing. 1191-1201 - Shuangyang Zou, Zhijiang Wang, Shengsun Hu, Wandong Wang, Yue Cao:
Control of weld penetration depth using relative fluctuation coefficient as feedback. 1203-1213 - Kun 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. 1215-1228 - Durga Prasad Penumuru, Sreekumar Muthuswamy, Premkumar Karumbu:
Identification and classification of materials using machine vision and machine learning in the context of industry 4.0. 1229-1241 - Jianfeng 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. 1243-1255 - Germán Carlos González Rodríguez, Jose M. Gonzalez-Cava, Juan Albino Méndez Pérez:
An intelligent decision support system for production planning based on machine learning. 1257-1273 - Deepam Goyal, Anurag Choudhary, B. S. Pabla, S. S. Dhami:
Support vector machines based non-contact fault diagnosis system for bearings. 1275-1289 - Peizhi Shi, Qunfen Qi, Yuchu Qin, Paul J. Scott, Xiangqian Jiang:
A novel learning-based feature recognition method using multiple sectional view representation. 1291-1309 - Retraction Note to: Potential of soft computing approach for evaluating the factors affecting the capacity of steel-concrete composite beam. 1311
Volume 31, Number 6, August 2020
- Kendrik 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. 1313-1337 - Xinlong Li, Yan Ran, Genbao Zhang, Yan He:
A failure mode and risk assessment method based on cloud model. 1339-1352 - Shubham Vaishnav, Ankit Agarwal, K. A. Desai:
Machine learning-based instantaneous cutting force model for end milling operation. 1353-1366 - Tsegay Tesfay Mezgebe, Hind Bril El Haouzi, Guillaume Demesure, Rémi Pannequin, André Thomas:
Multi-agent systems negotiation to deal with dynamic scheduling in disturbed industrial context. 1367-1382 - A. J. H. Redelinghuys, Anton Herman Basson, Karel Kruger:
A six-layer architecture for the digital twin: a manufacturing case study implementation. 1383-1402 - Lixia Zhu, Zeqiang Zhang, Yi Wang, Ning Cai:
On the end-of-life state oriented multi-objective disassembly line balancing problem. 1403-1428 - Yang 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. 1429-1441 - Guiliang Gong, Raymond Chiong, Qianwang Deng, Qiang Luo:
A memetic algorithm for multi-objective distributed production scheduling: minimizing the makespan and total energy consumption. 1443-1466 - Qifa Xu, Shixiang Lu, Weiyin Jia, Cuixia Jiang:
Imbalanced fault diagnosis of rotating machinery via multi-domain feature extraction and cost-sensitive learning. 1467-1481 - Ivan Kristianto Singgih, Onyu Yu, Byung-In Kim, Jeongin Koo, Seungdoe Lee:
Production scheduling problem in a factory of automobile component primer painting. 1483-1496 - Weili Cai, Wenjuan Zhang, Xiaofeng Hu, Yingchao Liu:
A hybrid information model based on long short-term memory network for tool condition monitoring. 1497-1510 - Zhenyu Liu, Donghao Zhang, Weiqiang Jia, Xianke Lin, Hui Liu:
An adversarial bidirectional serial-parallel LSTM-based QTD framework for product quality prediction. 1511-1529 - Juan 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. 1531-1558 - Zhenyong Wu, Lina He, Yuan Wang, Mark Goh, Xinguo Ming:
Knowledge recommendation for product development using integrated rough set-information entropy correction. 1559-1578 - Wei Yang, Chaofan Fu, Xiaoguang Yan, Zhuoning Chen:
A knowledge-based system for quality analysis in model-based design. 1579-1606
Volume 31, Number 7, October 2020
- Andrew Kusiak:
Extreme science and engineering. 1607-1610 - Tian Wang, Meina Qiao, Mengyi Zhang, Yi Yang, Hichem Snoussi:
Data-driven prognostic method based on self-supervised learning approaches for fault detection. 1611-1619 - Qianhui Wu, Keqin Ding, Biqing Huang:
Approach for fault prognosis using recurrent neural network. 1621-1633 - Timo Bänziger, Andreas M. Kunz, Konrad Wegener:
Optimizing human-robot task allocation using a simulation tool based on standardized work descriptions. 1635-1648 - Yu Feng, Biqing Huang:
Cloud manufacturing service QoS prediction based on neighbourhood enhanced matrix factorization. 1649-1660 - Wei Qin, Dongye Zha, Jie Zhang:
An effective approach for causal variables analysis in diesel engine production by using mutual information and network deconvolution. 1661-1671 - Hao 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. 1673-1691 - Zhe Li, Yi Wang, Kesheng Wang:
A data-driven method based on deep belief networks for backlash error prediction in machining centers. 1693-1705 - Ying Cheng, Luning Bi, Fei Tao, Ping Ji:
Hypernetwork-based manufacturing service scheduling for distributed and collaborative manufacturing operations towards smart manufacturing. 1707-1720 - Shanhe 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. 1721-1736 - Wattana Viriyasitavat, Li Da Xu, Zhuming Bi, Assadaporn Sapsomboon:
Blockchain-based business process management (BPM) framework for service composition in industry 4.0. 1737-1748 - Wattana Viriyasitavat, Li Da Xu, Zhuming Bi, Assadaporn Sapsomboon:
Correction to: Blockchain-based business process management (BPM) framework for service composition in industry 4.0. 1749 - Yingxin Ye, Tianliang Hu, Yan Yang, Wendan Zhu, Chengrui Zhang:
A knowledge based intelligent process planning method for controller of computer numerical control machine tools. 1751-1767 - William 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. 1769-1781 - Andy Ham:
Transfer-robot task scheduling in flexible job shop. 1783-1793 - Ashish Kumar, Roussos G. Dimitrakopoulos, Marco Maulen:
Adaptive self-learning mechanisms for updating short-term production decisions in an industrial mining complex. 1795-1811
Volume 31, Number 8, December 2020
- Ruizhen Liu, Zhiyi Sun, Anhong Wang, Kai Yang, Yin Wang, Qianlai Sun:
Real-time defect detection network for polarizer based on deep learning. 1813-1823 - Yuhang Pan, Yonghao Wang, Ping Zhou, Ying Yan, Dongming Guo:
Activation functions selection for BP neural network model of ground surface roughness. 1825-1836 - Byeongwoo Jeon, Joo-Sung Yoon, Jumyung Um, Suk-Hwan Suh:
The architecture development of Industry 4.0 compliant smart machine tool system (SMTS). 1837-1859 - Cheng 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. 1861-1875 - Cosmena Mahapatra, Ashish Payal, Meenu Chopra:
Swarm intelligence based centralized clustering: a novel solution. 1877-1888 - Xu Tan, Lining Xing, Zhaoquan Cai, Gaige Wang:
Analysis of production cycle-time distribution with a big-data approach. 1889-1897 - Jialin Li, Xueyi Li, David He, Yongzhi Qu:
Unsupervised rotating machinery fault diagnosis method based on integrated SAE-DBN and a binary processor. 1899-1916 - Sheng Yang, Thomas Page, Ying Zhang, Yaoyao Fiona Zhao:
Towards an automated decision support system for the identification of additive manufacturing part candidates. 1917-1933 - Yakun Jiang, Jihong Chen, Huicheng Zhou, Jianzhong Yang, Guangda Xu:
Nonlinear time-series modeling of feed drive system based on motion states classification. 1935-1948 - Alper Türkyilmaz, Özlem Senvar, Irem Ünal, Serol Bulkan:
A research survey: heuristic approaches for solving multi objective flexible job shop problems. 1949-1983 - Xiaobao Zhu, Jing Shi, Fengjie Xie, Rouqi Song:
Pricing strategy and system performance in a cloud-based manufacturing system built on blockchain technology. 1985-2002 - Xiang Li, Xiaodong Jia, Qibo Yang, Jay Lee:
Quality analysis in metal additive manufacturing with deep learning. 2003-2017 - Fangwei Ning, Yan Shi, Maolin Cai, Weiqing Xu:
Various realization methods of machine-part classification based on deep learning. 2019-2032 - Baodong 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. 2033-2047 - Jia Hao, Mengying Zhou, Guoxin Wang, Liangyue Jia, Yan Yan:
Design optimization by integrating limited simulation data and shape engineering knowledge with Bayesian optimization (BO-DK4DO). 2049-2067 - Shiyong Yin, Jinsong Bao, Jie Zhang, Jie Li, Junliang Wang, Xiaodi Huang:
Real-time task processing for spinning cyber-physical production systems based on edge computing. 2069-2087 - Junwei Wang, Su Xiu Xu, Gangyan Xu:
Intelligent decision making for service and manufacturing industries. 2089-2090
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