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ORCIDJournal of Intelligent Manufacturing, Volume 32
Volume 32, Number 1, January 2021
- Gang Wang
, Feng Zhang, Bayi Cheng, Fang Fang:
DAMER: a novel diagnosis aggregation method with evidential reasoning rule for bearing fault diagnosis. 1-20
- Dragan Rodic, Milenko Sekulic, Marin Gostimirovic, Vladimir Pucovsky, Davorin Kramar:
Fuzzy logic and sub-clustering approaches to predict main cutting force in high-pressure jet assisted turning. 21-36 - Huixin Tian, Dai-Xu Ren, Kun Li, Zhen Zhao:
An adaptive update model based on improved Long Short Term Memory for online prediction of vibration signal. 37-49 - Soo-Bong Cho, Seung-Kook Ro, Byungsub Kim, Sungcheul Lee, Jong-Kweon Park:
The development of a micro-pattern manufacturing method using rotating active tools with compensation of estimated errors and an LMS algorithm. 51-59 - Yixin Zhang, Xifu Wang:
Optimal pricing and sourcing strategies in the presence of supply uncertainty and competition. 61-76 - Longhua Xu, Chuanzhen Huang, Chengwu Li, Jun Wang, Hanlian Liu, Xiaodan Wang:
Estimation of tool wear and optimization of cutting parameters based on novel ANFIS-PSO method toward intelligent machining. 77-90 - Hongliang Zhang, Yujuan Wu, Ruilin Pan, Gongjie Xu:
Two-stage parallel speed-scaling machine scheduling under time-of-use tariffs. 91-112 - Maike Lorena Stern, Martin Schellenberger:
Fully convolutional networks for chip-wise defect detection employing photoluminescence images. 113-126 - Lucas Costa Brito, Márcio Bacci da Silva, Marcus Antonio Viana Duarte:
Identification of cutting tool wear condition in turning using self-organizing map trained with imbalanced data. 127-140 - Wangzhe Du, Hongyao Shen, Jianzhong Fu, Ge Zhang, Xuanke Shi, Quan He:
Automated detection of defects with low semantic information in X-ray images based on deep learning. 141-156 - Wenchao Yi, Liang Gao, Zhi Pei, Jiansha Lu, Yong Chen:
ε Constrained differential evolution using halfspace partition for optimization problems. 157-178 - Ivanna Baturynska, Kristian Martinsen:
Prediction of geometry deviations in additive manufactured parts: comparison of linear regression with machine learning algorithms. 179-200 - Simon Micheler, Yee Mey Goh, Niels Lohse:
A transformation of human operation approach to inform system design for automation. 201-220 - Minglong Guo, Zhaocheng Wei, Minjie Wang, Shiquan Li, Jia Wang, Shengxian Liu:
Modal parameter identification of general cutter based on milling stability theory. 221-235 - Chengjun Xu, Guobin Zhu:
Intelligent manufacturing Lie Group Machine Learning: real-time and efficient inspection system based on fog computing. 237-249 - Seyoung Park, Jaeyeon Jang, Chang Ouk Kim:
Discriminative feature learning and cluster-based defect label reconstruction for reducing uncertainty in wafer bin map labels. 251-263 - Leandro Gauss, Daniel Pacheco Lacerda, Paulo A. Cauchick Miguel:
Module-based product family design: systematic literature review and meta-synthesis. 265-312 - Longhua Xu, Chuanzhen Huang, Chengwu Li, Jun Wang, Hanlian Liu, Xiaodan Wang:
An improved case based reasoning method and its application in estimation of surface quality toward intelligent machining. 313-327
Volume 32, Number 2, February 2021
- Lee J. Wells, Romina Dastoorian, Jaime A. Camelio:
A novel NURBS surface approach to statistically monitor manufacturing processes with point cloud data. 329-345 - Yilin Guo, Wen Feng Lu, Jerry Ying Hsi Fuh:
Semi-supervised deep learning based framework for assessing manufacturability of cellular structures in direct metal laser sintering process. 347-359 - Masoud Vejdannik, Ali Sadr:
Modular neural networks for quality of transmission prediction in low-margin optical networks. 361-375 - Dengyu Xiao, Chengjin Qin, Honggan Yu, Yixiang Huang, Chengliang Liu:
Unsupervised deep representation learning for motor fault diagnosis by mutual information maximization. 377-391 - Wo Jae Lee, Kevin Xia, Nancy L. Denton, Bruno Ribeiro, John W. Sutherland:
Development of a speed invariant deep learning model with application to condition monitoring of rotating machinery. 393-406 - Jia Luo, Jinying Huang, Hongmei Li:
A case study of conditional deep convolutional generative adversarial networks in machine fault diagnosis. 407-425 - Shuaipeng Yuan, Tieke Li, Bailin Wang:
A discrete differential evolution algorithm for flow shop group scheduling problem with sequence-dependent setup and transportation times. 427-439 - Wanyou Lv, Jiawen Xiong, Jianqi Shi, Yanhong Huang, Shengchao Qin:
A deep convolution generative adversarial networks based fuzzing framework for industry control protocols. 441-457 - Lu Yang, Hongquan Jiang:
Weld defect classification in radiographic images using unified deep neural network with multi-level features. 459-469 - Xiaotong Hua, Guolei Wang, Jing Xu, Ken Chen:
Reinforcement learning-based collision-free path planner for redundant robot in narrow duct. 471-482 - Lixin Cheng, Qiuhua Tang, Zikai Zhang, Shiqian Wu:
Data mining for fast and accurate makespan estimation in machining workshops. 483-500 - Kyu Tae Park, Jinho Yang, Sang Do Noh:
VREDI: virtual representation for a digital twin application in a work-center-level asset administration shell. 501-544 - Li Li, Yong Wang, Kuo-Yi Lin:
Preventive maintenance scheduling optimization based on opportunistic production-maintenance synchronization. 545-558 - David Rodríguez Rueda, Carlos Cotta, Antonio José Fernández Leiva:
Metaheuristics for the template design problem: encoding, symmetry and hybridisation. 559-578 - Guodong Huang, Jie Chen, Yacob Khojasteh:
A cyber-physical system deployment based on pull strategies for one-of-a-kind production with limited resources. 579-596 - (Withdrawn) Visual sensor intelligent module based image transmission in industrial manufacturing for monitoring and manipulation problems. 597-610
- Daniele Marini, Jonathan R. Corney:
Concurrent optimization of process parameters and product design variables for near net shape manufacturing processes. 611-631 - Giuseppe Forte, Federico Alberini, Mark Simmons, E. Hugh Stitt:
Use of acoustic emission in combination with machine learning: monitoring of gas-liquid mixing in stirred tanks. 633-647
Volume 32, Number 3, March 2021
- J. Santhakumar, U. Mohammed Iqbal:
Role of trochoidal machining process parameter and chip morphology studies during end milling of AISI D3 steel. 649-665 - Huifeng Su, Renzhuang Li, Ming Yang:
An experimental study of modified physical performance test of low-temperature epoxy grouting material for grouting joints with tenon and mortise. 667-677 - Haibo Yi:
A post-quantum secure communication system for cloud manufacturing safety. 679-688 - Qingyun Yu, Haolin Yang, Kuo-Yi Lin, Li Li:
A self-organized approach for scheduling semiconductor manufacturing systems. 689-706 - Xiuli Wu, Junjian Peng, Xiao Xiao, Shaomin Wu:
An effective approach for the dual-resource flexible job shop scheduling problem considering loading and unloading. 707-728 - Dechen Yao, Hengchang Liu, Jianwei Yang, Jiao Zhang:
Implementation of a novel algorithm of wheelset and axle box concurrent fault identification based on an efficient neural network with the attention mechanism. 729-743 - Jinhai Chen, Wenyuan Zhang, Heng Wang:
Intelligent bearing structure and temperature field analysis based on finite element simulation for sustainable and green manufacturing. 745-756 - Abida Sharif, Jian Ping Li, Muhammad Asim Saleem, Gunasekaran Manogran, Seifedine Nimer Kadry, Abdul Basit, Muhammad Attique Khan:
A dynamic clustering technique based on deep reinforcement learning for Internet of vehicles. 757-768 - Roham Sadeghi Tabar, Kristina Wärmefjord, Rikard Söderberg, Lars Lindkvist:
Critical joint identification for efficient sequencing. 769-780 - Qihao Liu, Xinyu Li, Liang Gao:
Mathematical modeling and a hybrid evolutionary algorithm for process planning. 781-797 - Lu-jun Cui, Man-ying Sun, Yan-long Cao, Qijian Zhao, Wen-han Zeng, Shi-rui Guo:
A novel tolerance geometric method based on machine learning. 799-821 - Chia-Yu Hsu, Wei-Chen Liu:
Multiple time-series convolutional neural network for fault detection and diagnosis and empirical study in semiconductor manufacturing. 823-836 - Michela Dalle Mura, Francesco Pistolesi, Gino Dini, Beatrice Lazzerini:
End-of-life product disassembly with priority-based extraction of dangerous parts. 837-854 - Andreas Kuhnle, Jan-Philipp Kaiser, Felix Theiß, Nicole Stricker, Gisela Lanza:
Designing an adaptive production control system using reinforcement learning. 855-876 - Hendrik Hotz, Benjamin Kirsch, Jan C. Aurich:
Impact of the thermomechanical load on subsurface phase transformations during cryogenic turning of metastable austenitic steels. 877-894 - Andrés Bustillo, Danil Yurievich Pimenov, Mozammel Mia, Wojciech Kaplonek:
Machine-learning for automatic prediction of flatness deviation considering the wear of the face mill teeth. 895-912 - (Withdrawn) RETRACTED ARTICLE: Analysis of interactions between performance indicators with fuzzy decision making approach in healthcare management. 913
- (Withdrawn) RETRACTED ARTICLE: Evaluation of the hospital service in Turkey using fuzzy decision making approach. 915
Volume 32, Number 4, April 2021
- Saekyeol Kim, Taehyeok Choi, Shinyu Kim, Taejoon Kwon, Tae Hee Lee, Kwangrae Lee:
Sequential graph-based routing algorithm for electrical harnesses, tubes, and hoses in a commercial vehicle. 917-933 - Shuwei Jing, Kaixuan Hou, Junai Yan, Zih-Ping Ho, Lu Han:
Investigating the effect of value stream mapping on procurement effectiveness: a case study. 935-946 - Juncheng Wang, Bin Zou, Mingfang Liu, Yishang Li, Hongjian Ding, Kai Xue:
Milling force prediction model based on transfer learning and neural network. 947-956 - Bentao Su, Naiming Xie, Yingjie Yang:
Hybrid genetic algorithm based on bin packing strategy for the unrelated parallel workgroup scheduling problem. 957-969 - Xiaohan Chen, Bei-ke Zhang, Dong Gao:
Bearing fault diagnosis base on multi-scale CNN and LSTM model. 971-987 - Zixiang Li, Mukund Nilakantan Janardhanan, S. G. Ponnambalam:
Cost-oriented robotic assembly line balancing problem with setup times: multi-objective algorithms. 989-1007 - Zhenxing Cheng, Hu Wang, Gui-Rong Liu:
Deep convolutional neural network aided optimization for cold spray 3D simulation based on molecular dynamics. 1009-1023 - Mohamed Ben Gharsallah, Ezzedine Ben Braiek:
Computer aided manufacturing method for surface silicon steel inspection based on an efficient anisotropic diffusion algorithm. 1025-1041 - Juan Lu, Chengyi Ou, Chen Liao, Zhenkun Zhang, Kai Chen, Xiaoping Liao:
Formal modelling of a sheet metal smart manufacturing system by using Petri nets and first-order predicate logic. 1043-1063 - Mariem Besbes, Marc Zolghadri, Roberta Costa Affonso, Faouzi Masmoudi, Mohamed Haddar:
3D facility layout problem. 1065-1090 - Wang Shi-jie, Yingfeng Zhang:
A credit-based dynamical evaluation method for the smart configuration of manufacturing services under Industrial Internet of Things. 1091-1115 - (Withdrawn) Economic IoT strategy: the future technology for health monitoring and diagnostic of agriculture vehicles. 1117-1128
- Kung-Jeng Wang, Diwanda Ageng Rizqi, Hong-Phuc Nguyen:
Skill transfer support model based on deep learning. 1129-1146 - Shuo Meng, Ruru Pan, Weidong Gao, Jian Zhou, Jingan Wang, Wentao He:
A multi-task and multi-scale convolutional neural network for automatic recognition of woven fabric pattern. 1147-1161 - Alvaro Rodríguez, Carlos Gonzalez, Andres Fernandez, Francisco Rodriguez, Tamara Delgado, Martin Bellman:
Automatic solar cell diagnosis and treatment. 1163-1172 - Filmon Yacob, Daniel Semere:
A multilayer shallow learning approach to variation prediction and variation source identification in multistage machining processes. 1173-1187 - Roman Stryczek, Kamil Wyrobek:
Heuristic techniques for modelling machine spinning processes. 1189-1206 - Elisa Negri, Vibhor Pandhare, Laura Cattaneo, Jaskaran Singh, Marco Macchi, Jay Lee:
Field-synchronized Digital Twin framework for production scheduling with uncertainty. 1207-1228
Volume 32, Number 5, June 2021
- Camélia Dadouchi, Bruno Agard:
Recommender systems as an agility enabler in supply chain management. 1229-1248 - Chuan Sun, Sifa Zheng, Yulin Ma, Duanfeng Chu, Junru Yang, Yuncheng Zhou, Yicheng Li, Tingxuan Xu:
An active safety control method of collision avoidance for intelligent connected vehicle based on driving risk perception. 1249-1269 - Xiaoyin Nie, Gang Xie:
A novel normalized recurrent neural network for fault diagnosis with noisy labels. 1271-1288 - Saideep Nannapaneni, Sankaran Mahadevan, Abhishek Dubey, Yung-Tsun Tina Lee:
Online monitoring and control of a cyber-physical manufacturing process under uncertainty. 1289-1304 - Jing Liu, Qiqi Zhi, Haipeng Ji, Bolong Li, Siyuan Lei:
Wheel hub customization with an interactive artificial immune algorithm. 1305-1322 - Kevin Villalobos, Johan A. K. Suykens, Arantza Illarramendi:
A flexible alarm prediction system for smart manufacturing scenarios following a forecaster-analyzer approach. 1323-1344 - Diyi Zhou, Shihua Gong, Ziyue Wang, Delong Li, Huaiqing Lu:
Error analysis based on error transfer theory and compensation strategy for LED chip visual localization systems. 1345-1359 - Sasan Harifi, Madjid Khalilian, Javad Mohammadzadeh, Sadoullah Ebrahimnejad:
Optimization in solving inventory control problem using nature inspired Emperor Penguins Colony algorithm. 1361-1375 - Ammar H. Elsheikh, Taher A. Shehabeldeen, Jianxin Zhou, Ezzat Showaib, Mohamed E. Abd Elaziz:
Prediction of laser cutting parameters for polymethylmethacrylate sheets using random vector functional link network integrated with equilibrium optimizer. 1377-1388 - Shengqiang Li, Hua Zhang, Wei Yan, Zhigang Jiang:
A hybrid method of blockchain and case-based reasoning for remanufacturing process planning. 1389-1399 - Wurong Fu:
Macroscopic numerical model of reinforced concrete shear walls based on material properties. 1401-1410 - Huaxian Wei, Bijan Shirinzadeh, Xiaodong Niu, Jian Zhang, Wei Li, Alessandro Simeone:
Study of the hinge thickness deviation for a 316L parallelogram flexure mechanism fabricated via selective laser melting. 1411-1420 - Matteo Barbieri, Khanh T. P. Nguyen, Roberto Diversi, Kamal Medjaher, Andrea Tilli:
RUL prediction for automatic machines: a mixed edge-cloud solution based on model-of-signals and particle filtering techniques. 1421-1440 - Antonio Caputi, Davide Russo:
The optimization of the control logic of a redundant six axis milling machine. 1441-1453 - Giovanni Boschetti, Matteo Bottin, Maurizio Faccio, Riccardo Minto:
Multi-robot multi-operator collaborative assembly systems: a performance evaluation model. 1455-1470 - Michael D. T. McDonnell, Daniel Arnaldo, Etienne Pelletier, James A. Grant-Jacob, Matthew Praeger, Dimitris Karnakis, Robert W. Eason, Ben Mills:
Machine learning for multi-dimensional optimisation and predictive visualisation of laser machining. 1471-1483 - Benjamin Lutz, Dominik Kißkalt, Andreas Mayr, Daniel Regulin, Matteo Pantano, Jörg Franke:
In-situ identification of material batches using machine learning for machining operations. 1485-1495 - Malgorzata Jasiulewicz-Kaczmarek, Patryk Zywica, Arkadiusz Gola:
Fuzzy set theory driven maintenance sustainability performance assessment model: a multiple criteria approach. 1497-1515
Volume 32, Number 6, August 2021
- Fatih Yigit, Sakir Esnaf:
A new Fuzzy C-Means and AHP-based three-phased approach for multiple criteria ABC inventory classification. 1517-1528 - Mehmet Ulas Koyuncuoglu, Leyla Demir:
A comparison of combat genetic and big bang-big crunch algorithms for solving the buffer allocation problem. 1529-1546 - Kübra Yazici, Seda Hatice Gökler, Semra Boran:
An integrated SMED-fuzzy FMEA model for reducing setup time. 1547-1561 - Ugur Erkin Kocamaz, Alper Göksu, Harun Taskin, Yilmaz Uyaroglu:
Control of chaotic two-predator one-prey model with single state control signals. 1563-1572 - Sena Aydogan, Gül E. Okudan Kremer, Diyar Akay:
Linguistic summarization to support supply network decisions. 1573-1586 - Adnan Aktepe, Emre Yanik, Süleyman Ersöz:
Demand forecasting application with regression and artificial intelligence methods in a construction machinery company. 1587-1604 - Siti Nurfadilah Binti Jaini, Deug-Woo Lee, Seung-Jun Lee, Mi-Ru Kim, Gil-Ho Son:
Indirect tool monitoring in drilling based on gap sensor signal and multilayer perceptron feed forward neural network. 1605-1619 - Soheyl Khalilpourazari, Saman Khalilpourazary, Aybike Özyüksel Çiftçioglu, Gerhard-Wilhelm Weber:
Designing energy-efficient high-precision multi-pass turning processes via robust optimization and artificial intelligence. 1621-1647 - Alexandre Checoli Choueiri, Eduardo Alves Portela Santos:
Multi-product scheduling through process mining: bridging optimization and machine process intelligence. 1649-1667 - Peng Zhan, Shaokun Wang, Jun Wang, Leigang Qu, Kun Wang, Yupeng Hu, Xueqing Li:
Temporal anomaly detection on IIoT-enabled manufacturing. 1669-1678 - Gautam Dutta, Ravinder Kumar, Rahul Sindhwani, Rajesh K. Singh:
Digitalization priorities of quality control processes for SMEs: a conceptual study in perspective of Industry 4.0 adoption. 1679-1698 - Antonio L. Alfeo, Mario G. C. A. Cimino, Gigliola Vaglini:
Technological troubleshooting based on sentence embedding with deep transformers. 1699-1710 - Wenqing Wang, Junpeng Bao, Tao Li:
Bound smoothing based time series anomaly detection using multiple similarity measures. 1711-1727 - Tingting Liu, Zichen Zheng, Yuneng Du:
Evaluation on regional science and technology resources allocation in China based on the zero sum gains data envelopment analysis. 1729-1737 - Miguel Cuartas, Estela Ruiz, Diego Ferreño, Jesús Setién, Valentín Arroyo, Federico Gutiérrez-Solana:
Machine learning algorithms for the prediction of non-metallic inclusions in steel wires for tire reinforcement. 1739-1751 - Yan Shen, Feng Yang, Mohamed Salahuddin Habibullah, Jhinaoui Ahmed, Ankit Kumar Das, Yu Zhou, Choon Lim Ho:
Predicting tool wear size across multi-cutting conditions using advanced machine learning techniques. 1753-1766 - Sebastian Meister, Nantwin Möller, Jan Stüve, Roger Groves:
Synthetic image data augmentation for fibre layup inspection processes: Techniques to enhance the data set. 1767-1789 - Wenqing Wang, Junpeng Bao, Tao Li:
Correction to: Bound smoothing based time series anomaly detection using multiple similarity measures. 1791
Volume 32, Number 7, October 2021
- Ahmad Barari, Marcos de Sales Guerra Tsuzuki, Yuval Cohen, Marco Macchi:
Editorial: intelligent manufacturing systems towards industry 4.0 era. 1793-1796 - William Derigent, Olivier Cardin, Damien Trentesaux:
Industry 4.0: contributions of holonic manufacturing control architectures and future challenges. 1797-1818 - Dawei Zhao, Mikhail Ivanov, Yuanxun Wang, Wenhao Du:
Welding quality evaluation of resistance spot welding based on a hybrid approach. 1819-1832 - Ruiyang Hao, Bingyu Lu, Ying Cheng, Xiu Li, Biqing Huang:
A steel surface defect inspection approach towards smart industrial monitoring. 1833-1843 - Shaohua Huang, Yu Guo, Nengjun Yang, Shanshan Zha, Daoyuan Liu, Weiguang Fang:
A weighted fuzzy C-means clustering method with density peak for anomaly detection in IoT-enabled manufacturing process. 1845-1861