Citations (89)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (8)
Pratik Maheshwari, Sachin Kamble, Amine Belhadi, Venkatesh Mani & Ashok Pundir. (2023) Digital twin implementation for performance improvement in process industries- A case study of food processing company. International Journal of Production Research 61:23, pages 8343-8365.
Read now
Read now
Jianlin Wu, Jun Zhu, Jinbin Zhang, Pei Dang, Weilian Li, Yukun Guo, Lin Fu, Jianbo Lai, Jigang You, YaKun Xie & Ce Liang. (2023) A dynamic holographic modelling method of digital twin scenes for bridge construction. International Journal of Digital Earth 16:1, pages 2404-2425.
Read now
Read now
Mario Verdugo-Cedeño, Suraj Jaiswal, Ville Ojanen, Lea Hannola & Aki Mikkola. (2023) Simulation-Based Digital Twins Enabling Smart Services for Machine Operations: An Industry 5.0 Approach. International Journal of Human–Computer Interaction 0:0, pages 1-17.
Read now
Read now
Yeonju Lee, Youngju Kim, Bogyeong Lee & Chang Ouk Kim. (2023) Discovery of fault-introducing tool groups with a numerical association rule mining method in a printed circuit board production line. International Journal of Production Research 0:0, pages 1-15.
Read now
Read now
Litong Zhang, Yu Guo, Weiwei Qian, Weili Wang, Daoyuan Liu & Sai Liu. (2023) Modelling and online training method for digital twin workshop. International Journal of Production Research 61:12, pages 3943-3962.
Read now
Read now
Daniel A. Rossit & Fernando Tohmé. (2022) knowledge representation in Industry 4.0 scheduling problems. International Journal of Computer Integrated Manufacturing 35:10-11, pages 1172-1187.
Read now
Read now
Jingjing Li, Guanghui Zhou & Chao Zhang. (2022) A twin data and knowledge-driven intelligent process planning framework of aviation parts. International Journal of Production Research 60:17, pages 5217-5234.
Read now
Read now
Shreyanshu Parhi, Kanchan Joshi & Milind Akarte. (2021) Smart manufacturing: a framework for managing performance. International Journal of Computer Integrated Manufacturing 34:3, pages 227-256.
Read now
Read now
Articles from other publishers (81)
Gang Yuan, Xiaojun Liu, Changbiao Zhu, Chongxin Wang, Minghao Zhu & Yang Sun. (2024) Multi-objective coupling optimization of electrical cable intelligent production line driven by digital twin. Robotics and Computer-Integrated Manufacturing 86, pages 102682.
Crossref
Crossref
Yonghuai Zhu, Jiangfeng Cheng, Zhifeng Liu, Qiang Cheng, Xiaofu Zou, Hui Xu, Yong Wang & Fei Tao. (2023) Production logistics digital twins: Research profiling, application, challenges and opportunities. Robotics and Computer-Integrated Manufacturing 84, pages 102592.
Crossref
Crossref
Jiewu Leng, Yuanwei Zhong, Zisheng Lin, Kailin Xu, Dimitris Mourtzis, Xueliang Zhou, Pai Zheng, Qiang Liu, J. Leon Zhao & Weiming Shen. (2023) Towards resilience in Industry 5.0: A decentralized autonomous manufacturing paradigm. Journal of Manufacturing Systems 71, pages 95-114.
Crossref
Crossref
Andrea Ferrari, Antonio Carlin, Carlo Rafele & Giovanni Zenezini. (2023) A method for developing and validating simulation models for automated storage and retrieval system digital twins. The International Journal of Advanced Manufacturing Technology.
Crossref
Crossref
Jiwei Zhang, Haoliang Cui, Andy L. Yang, Feng Gu, Chengjie Shi, Wen Zhang & Shaozhang Niu. (2023) An intelligent digital twin system for paper manufacturing in the paper industry. Expert Systems with Applications 230, pages 120614.
Crossref
Crossref
Yongli Wei, Tianliang Hu, Lili Dong & Songhua Ma. (2023) Digital twin-driven manufacturing equipment development. Robotics and Computer-Integrated Manufacturing 83, pages 102557.
Crossref
Crossref
Manuel Pena Munoz, Savvas George Makariou & Sachio Kobayashi. (2023) At Scale Short-Term Forecasting and Anomaly Detection for GHG emissions with Digital Twins. At Scale Short-Term Forecasting and Anomaly Detection for GHG emissions with Digital Twins.
Fusheng Qiu, Ming Chen, Liang Wang, Yu Ying & Tang Tang. (2023) The architecture evolution of intelligent factory logistics digital twin from planning, implement to operation. Advances in Mechanical Engineering 15:9.
Crossref
Crossref
Ana Wooley, Daniel F. Silva & Julia Bitencourt. (2023) When is a simulation a digital twin? A systematic literature review. Manufacturing Letters 35, pages 940-951.
Crossref
Crossref
Veronika Lesch, Patrick B.M. Müller, Moritz Krämer, Marius Hadry, Samuel Kounev & Christian Krupitzer. (2023) Optimizing storage assignment, order picking, and their interaction in mezzanine warehouses. Applied Intelligence 53:15, pages 18605-18629.
Crossref
Crossref
Weng Siew Lam, Weng Hoe Lam & Pei Fun Lee. (2023) A Bibliometric Analysis of Digital Twin in the Supply Chain. Mathematics 11:15, pages 3350.
Crossref
Crossref
Jiewu Leng, Zisheng Lin, Zhiqiang Huang, Ruijun Ye, Qiang Liu & Xin Chen. (2023) Rapid simplification of 3D geometry model of mechanisms in the digital twins-driven manufacturing system design. Journal of Intelligent Manufacturing.
Crossref
Crossref
Shimin Liu, Pai Zheng & Jinsong Bao. (2023) Digital Twin-based manufacturing system: a survey based on a novel reference model. Journal of Intelligent Manufacturing.
Crossref
Crossref
Pratik Maheshwari, Sachin Kamble, Satish Kumar, Amine Belhadi & Shivam Gupta. (2023) Digital twin-based warehouse management system: a theoretical toolbox for future research and applications. The International Journal of Logistics Management.
Crossref
Crossref
Nicolò Saporiti, Violetta Giada Cannas, Rossella Pozzi & Tommaso Rossi. (2023) Challenges and countermeasures for digital twin implementation in manufacturing plants: A Delphi study. International Journal of Production Economics 261, pages 108888.
Crossref
Crossref
Adnane Drissi Elbouzidi, Abdessamad Ait El Cadi, Robert Pellerin, Samir Lamouri, Estefania Tobon Valencia & Marie-Jane Bélanger. (2023) The Role of AI in Warehouse Digital Twins: Literature Review. Applied Sciences 13:11, pages 6746.
Crossref
Crossref
Chih-Cheng Chen, Raditia Yudistira Sujanto, Tat-Dat Bui & Ming-Lang Tseng. (2022) Sustainable recyclate packaging in Indonesian food and beverage industry: a hybrid decision-making analysis in consumption stages. Quality & Quantity 57:3, pages 2053-2089.
Crossref
Crossref
Faeze Hodavand, Issa J. Ramaji & Naimeh Sadeghi. (2023) Digital Twin for Fault Detection and Diagnosis of Building Operations: A Systematic Review. Buildings 13:6, pages 1426.
Crossref
Crossref
Balasubramaniam S, Mohammad Haider Syed, Nitin S. More & Vijayakumar Polepally. (2023) Deep learning-based power prediction aware charge scheduling approach in cloud based electric vehicular network. Engineering Applications of Artificial Intelligence 121, pages 105869.
Crossref
Crossref
Hyeokju Yeon, Taebum Eom, Kitae Jang & Jiho Yeo. (2023) DTUMOS, digital twin for large-scale urban mobility operating system. Scientific Reports 13:1.
Crossref
Crossref
Mahesh Kumbhar, Amos H.C. Ng & Sunith Bandaru. (2023) A digital twin based framework for detection, diagnosis, and improvement of throughput bottlenecks. Journal of Manufacturing Systems 66, pages 92-106.
Crossref
Crossref
Qi Tang, Baotong Wu, Wenbo Chen & Jinyue Yue. (2023) A Digital Twin-Assisted Collaborative Capability Optimization Model for Smart Manufacturing System Based on Elman-IVIF-TOPSIS. IEEE Access 11, pages 40540-40564.
Crossref
Crossref
Marie-Jane Bélanger, Robert Pellerin & Samir Lamouri. (2023) A Literature Review on Digital Twins in Warehouses. Procedia Computer Science 219, pages 370-377.
Crossref
Crossref
Ankush Manocha, Yasir Afaq & Munish Bhatia. (2023) Digital Twin-assisted Blockchain-inspired irregular event analysis for eldercare. Knowledge-Based Systems 260, pages 110138.
Crossref
Crossref
Alireza Ashrafian & Sigmund Pedersen. (2023) Digital Twin for Complex Logistics Systems: The Case Study of a Large-Scale Automated Order Picking and Fulfillment System. IFAC-PapersOnLine 56:2, pages 11056-11061.
Crossref
Crossref
Washington Calderón, Daysi Ortiz, Alex Pazmiño & Israel Naranjo. 2023. CSEI: International Conference on Computer Science, Electronics and Industrial Engineering (CSEI). CSEI: International Conference on Computer Science, Electronics and Industrial Engineering (CSEI)
543
564
.
Yongli Wei, Tianliang Hu, Pengjun Yue, Xin Wang & Songhua Ma. (2022) Reconfigured lightweight model design method for DT-based mechatronics equipment. The International Journal of Advanced Manufacturing Technology.
Crossref
Crossref
Kaveh Mirzaei, Mehrdad Arashpour, Ehsan Asadi, Hossein Masoumi & Heng Li. (2022) Automatic generation of structural geometric digital twins from point clouds. Scientific Reports 12:1.
Crossref
Crossref
Michael E. Kuhl, Rukshar Bhisti, Sriparvathi Shaji Bhattathiri & Maojia P. Li. (2022) Warehouse Digital Twin: Simulation Modeling and Analysis Techniques. Warehouse Digital Twin: Simulation Modeling and Analysis Techniques.
Wang Qingyun, Li Yan & Cui Zhenfeng. (2022) Optimization of Two-end Access Platform Automated Warehouse Storage Allocation. Optimization of Two-end Access Platform Automated Warehouse Storage Allocation.
Junhui Zhao, Li Zhou, Fan Wang, Huwei Liu & Jianglong Yang. (2022) Multibox Three-Dimensional Packing Problems for Heterogeneous Extrudable Items. Mathematical Problems in Engineering 2022, pages 1-12.
Crossref
Crossref
Nan Wang, Quan Yang & Cuixia Zhang. (2022) Data-Driven Low-Carbon Control Method of Machining Process—Taking Axle as an Example. Sustainability 14:21, pages 14133.
Crossref
Crossref
Panagiotis A. Karkazis, Konstantinos Railis, Stelios Prekas, Panagiotis Trakadas & Helen C. Leligou. (2022) Intelligent Network Service Optimization in the Context of 5G/NFV. Signals 3:3, pages 587-610.
Crossref
Crossref
Shuai Wang, Yabin Wang, Xiaoyu Liu, Jinguo Wang & Zhuo Wang. (2022) Health State Assessment of Industrial Equipment Driven by the Fusion of Digital Twin Model and Intelligent Algorithm. Computational Intelligence and Neuroscience 2022, pages 1-12.
Crossref
Crossref
E.B. Priyanka, S. Thangavel & Priyanka Prabhakaran. (2022) Rank-based risk target data analysis using digital twin on oil pipeline network based on manifold learning. Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering 236:4, pages 1637-1651.
Crossref
Crossref
Jiewu Leng, Ziying Chen, Weinan Sha, Zisheng Lin, Jun Lin & Qiang Liu. (2022) Digital twins-based flexible operating of open architecture production line for individualized manufacturing. Advanced Engineering Informatics 53, pages 101676.
Crossref
Crossref
Shaohua Fu, Zhenping Wan, Weifeng Lu, Huaican Liu, Peng’e Zhang, Bo Yu, Jianming Tan, Feng Pan & Zhigang Liu. (2022) High-accuracy virtual testing of air conditioner’s digital twin focusing on key material’s deformation and fracture behavior prediction. Scientific Reports 12:1.
Crossref
Crossref
Pierre Begout, Sébastien Kubicki, Emmanuel Bricard & Thierry Duval. (2022) Augmented Reality Authoring of Digital Twins: Design, Implementation and Evaluation in an Industry 4.0 Context. Frontiers in Virtual Reality 3.
Crossref
Crossref
Yuk-Ming Tang, George To Sum Ho, Yui-Yip Lau & Shuk-Ying Tsui. (2022) Integrated Smart Warehouse and Manufacturing Management with Demand Forecasting in Small-Scale Cyclical Industries. Machines 10:6, pages 472.
Crossref
Crossref
Lei Dong, Xiaojian Wen, Sushan Sheng, Zhanghui Yan & Jinfeng Liu. (2022) Research on the Modeling Method of Mould Bed Twin for Ship Segment Construction. Research on the Modeling Method of Mould Bed Twin for Ship Segment Construction.
Huseyin Bakir, Ugur Guvenc, Hamdi Tolga Kahraman & Serhat Duman. (2022) Improved Lévy flight distribution algorithm with FDB-based guiding mechanism for AVR system optimal design. Computers & Industrial Engineering 168, pages 108032.
Crossref
Crossref
Rongli Zhao, Guangxin Zou, Qianyi Su, Shangwen Zou, Wenshun Deng, Ailin Yu & Hao Zhang. (2022) Digital Twins-Based Production Line Design and Simulation Optimization of Large-Scale Mobile Phone Assembly Workshop. Machines 10:5, pages 367.
Crossref
Crossref
Nada A. Nabeeh, Mohamed Abdel-Basset, Abduallah Gamal & Victor Chang. (2022) Evaluation of Production of Digital Twins Based on Blockchain Technology. Electronics 11:8, pages 1268.
Crossref
Crossref
Zhe Zheng, Wenjie Liao, Jiarui Lin, Yucheng Zhou, Chi Zhang & Xinzheng Lu. (2022) Digital Twin-Based Investigation of a Building Collapse Accident. Advances in Civil Engineering 2022, pages 1-13.
Crossref
Crossref
Zhongcheng Lei, Hong Zhou, Wenshan Hu, Guo-Ping Liu, Shiqi Guan & Xingle Feng. (2022) Toward a Web-Based Digital Twin Thermal Power Plant. IEEE Transactions on Industrial Informatics 18:3, pages 1716-1725.
Crossref
Crossref
Georgiana Moiceanu & Gigel Paraschiv. (2022) Digital Twin and Smart Manufacturing in Industries: A Bibliometric Analysis with a Focus on Industry 4.0. Sensors 22:4, pages 1388.
Crossref
Crossref
Duansen Shangguan, Liping Chen, Chang Su, Jianwan Ding & Chan Liu. (2022) A Triple Human-Digital Twin Architecture for Cyber-Physical Systems. Computer Modeling in Engineering & Sciences 131:3, pages 1557-1578.
Crossref
Crossref
Shuaiming Su, Ray Y. Zhong & Yishuo Jiang. (2023) Digital twin and its applications in the construction industry: A state-of-art systematic review. Digital Twin 2, pages 15.
Crossref
Crossref
Shuaiming Su, Ray Y. Zhong & Yishuo Jiang. (2022) Digital twin and its applications in the construction industry: A state-of-art systematic review. Digital Twin 2, pages 15.
Crossref
Crossref
Michal Wisniewski, Bartlomiej Gladysz, Krzysztof Ejsmont, Andrzej Wodecki & Tim Van Erp. (2022) Industry 4.0 Solutions Impacts on Critical Infrastructure Safety and Protection–A Systematic Literature Review. IEEE Access 10, pages 82716-82735.
Crossref
Crossref
Lennart Ante, Constantin Fischer & Elias Strehle. (2022) A bibliometric review of research on digital identity: Research streams, influential works and future research paths. Journal of Manufacturing Systems 62, pages 523-538.
Crossref
Crossref
Dongliang Chen, Nojoom A. AlNajem & Mohammad Shorfuzzaman. (2022) Digital twins to fight against COVID-19 pandemic. Internet of Things and Cyber-Physical Systems 2, pages 70-81.
Crossref
Crossref
Andrea Ferrari, Giovanni Zenezini, Carlo Rafele & Antonio Carlin. (2022) A Roadmap towards an Automated Warehouse Digital Twin: current implementations and future developments. IFAC-PapersOnLine 55:10, pages 1899-1905.
Crossref
Crossref
Nicola Berti & Serena Finco. (2022) Digital Twin and Human Factors in Manufacturing and Logistics Systems: State of the Art and Future Research Directions. IFAC-PapersOnLine 55:10, pages 1893-1898.
Crossref
Crossref
Daniel Brissaud(1(1, Tomohiko Sakao(2)(2), Andreas Riel(2)(2) & John Ahmet Erkoyuncu(2)(2). (2022) Designing value-driven solutions: The evolution of industrial product-service systems. CIRP Annals 71:2, pages 553-575.
Crossref
Crossref
Gongtao Zhang, Bart L. MacCarthy & Dmitry Ivanov. 2022. The Digital Supply Chain. The Digital Supply Chain
77
91
.
Jingjing Cao & Ahui Lei. 2022. Advances in Computer Science for Engineering and Education. Advances in Computer Science for Engineering and Education
3
16
.
Mohammad Dehghanimohammadabadi, Sahil Belsare & Renee Thiesing. (2021) Simulation-Optimization of Digital Twin. Simulation-Optimization of Digital Twin.
Vandana, Akhil Garg & Bijaya Ketan Panigrahi. (2021)
Multi‐dimensional
digital twin of energy storage system for electric vehicles: A brief review
. Energy Storage 3:6.
Crossref
Crossref
G.T.S. Ho, Yuk Ming Tang, Kun Yat Tsang, Valerie Tang & Ka Yin Chau. (2021) A blockchain-based system to enhance aircraft parts traceability and trackability for inventory management. Expert Systems with Applications 179, pages 115101.
Crossref
Crossref
Xiaojing Niu & Shengfeng Qin. (2021) Integrating crowd-/service-sourcing into digital twin for advanced manufacturing service innovation. Advanced Engineering Informatics 50, pages 101422.
Crossref
Crossref
Binghan Zhang, Bin Yang, Congjun Wang, Zhichen Wang, Boda Liu & Tengwei Fang. (2021) Computer Vision-Based Construction Process Sensing for Cyber–Physical Systems: A Review. Sensors 21:16, pages 5468.
Crossref
Crossref
Zhongwei Zhang, Lihui Wu, Wenqiang Zhang, Tao Peng & Jun Zheng. (2021) Energy-efficient path planning for a single-load automated guided vehicle in a manufacturing workshop. Computers & Industrial Engineering 158, pages 107397.
Crossref
Crossref
Jiewu Leng, Man Zhou, Yuxuan Xiao, Hu Zhang, Qiang Liu, Weiming Shen, Qianyi Su & Longzhang Li. (2021) Digital twins-based remote semi-physical commissioning of flow-type smart manufacturing systems. Journal of Cleaner Production 306, pages 127278.
Crossref
Crossref
Douxi Yan, Qiang Liu, Jiewu Leng, Ding Zhang, Rongli Zhao, Hao Zhang & Lijun Wei. (2021) Digital Twin-Driven Rapid Customized Design of Board-Type Furniture Production Line. Journal of Computing and Information Science in Engineering 21:3.
Crossref
Crossref
Qiang Liu, Huibing Cheng, Tian Tian, Yongsheng Wang, Jiewu Leng, Rongli Zhao, Hao Zhang & Lijun Wei. (2021) Algorithms for the variable-sized bin packing problem with time windows. Computers & Industrial Engineering 155, pages 107175.
Crossref
Crossref
Arriel Benis, Sofia Amador Nelke & Michael Winokur. (2021) Training the Next Industrial Engineers and Managers about Industry 4.0: A Case Study about Challenges and Opportunities in the COVID-19 Era. Sensors 21:9, pages 2905.
Crossref
Crossref
Guoqing Zhang, Xiaoting Shang, Fawzat Alawneh, Yiqin Yang & Tatsushi Nishi. (2021) Integrated production planning and warehouse storage assignment problem: An IoT assisted case. International Journal of Production Economics 234, pages 108058.
Crossref
Crossref
Jiewu Leng, Shide Ye, Man Zhou, J. Leon Zhao, Qiang Liu, Wei Guo, Wei Cao & Leijie Fu. (2021) Blockchain-Secured Smart Manufacturing in Industry 4.0: A Survey. IEEE Transactions on Systems, Man, and Cybernetics: Systems 51:1, pages 237-252.
Crossref
Crossref
Ye Gu, Shuyou Zhang & Lemiao Qiu. (2021) Digital Twin Driven Requirement Conversion in Smart Customized Design. IEEE Access 9, pages 64414-64426.
Crossref
Crossref
Jisoo Kim, Hyunsu Lee, Suhwan Jeong & Sung-Hoon Ahn. (2021) Sound-based remote real-time multi-device operational monitoring system using a Convolutional Neural Network (CNN). Journal of Manufacturing Systems 58, pages 431-441.
Crossref
Crossref
Ting Yu Lin, Guoqiang Shi, Chen Yang, Yingxi Zhang, Jiezhang Wang, Zhengxuan Jia, Liqin Guo, Yingying Xiao, Zhiqiang Wei & Shulin Lan. (2021) Efficient container virtualization-based digital twin simulation of smart industrial systems. Journal of Cleaner Production 281, pages 124443.
Crossref
Crossref
Jiewu Leng, Guolei Ruan, Yuan Song, Qiang Liu, Yingbin Fu, Kai Ding & Xin Chen. (2021) A loosely-coupled deep reinforcement learning approach for order acceptance decision of mass-individualized printed circuit board manufacturing in industry 4.0. Journal of Cleaner Production 280, pages 124405.
Crossref
Crossref
Maarten van Geest, Bedir Tekinerdogan & Cagatay Catal. (2021) Design of a reference architecture for developing smart warehouses in industry 4.0. Computers in Industry 124, pages 103343.
Crossref
Crossref
Ting Yu Lin, Zhengxuan Jia, Chen Yang, Yingying Xiao, Shulin Lan, Guoqiang Shi, Bi Zeng & Heyu Li. (2021) Evolutionary digital twin: A new approach for intelligent industrial product development. Advanced Engineering Informatics 47, pages 101209.
Crossref
Crossref
Jan Lipiak & Mariusz Salwin. 2021. Advanced Manufacturing Processes II. Advanced Manufacturing Processes II
61
71
.
Mariusz Salwin, Andrzej Kraslawski, Jan Lipiak, Damian Gołębiewski & Michał Andrzejewski. (2020) Product-Service System business model for printing houses. Journal of Cleaner Production 274, pages 122939.
Crossref
Crossref
André Broekman, Wynand JvdM Steyn, Johannes LP Steyn, Malick Bill & Lise Korsten. (2020) smAvo and smaTo: A fruity odyssey of smart sensor platforms in Southern Africa. HardwareX 8, pages e00156.
Crossref
Crossref
Lianhui Li, Chunlei Mao, Hongxia Sun, Yiping Yuan & Bingbing Lei. (2020) Digital Twin Driven Green Performance Evaluation Methodology of Intelligent Manufacturing: Hybrid Model Based on Fuzzy Rough-Sets AHP, Multistage Weight Synthesis, and PROMETHEE II. Complexity 2020, pages 1-24.
Crossref
Crossref
Lianhui Li, Ting Qu, Yang Liu, Ray Y. Zhong, Guanying Xu, Hongxia Sun, Yang Gao, Bingbing Lei, Chunlei Mao, Yanghua Pan, Fuwei Wang & Cong Ma. (2020) Sustainability Assessment of Intelligent Manufacturing Supported by Digital Twin. IEEE Access 8, pages 174988-175008.
Crossref
Crossref
Samir Khan, Michael Farnsworth, Richard McWilliam & John Erkoyuncu. (2020) On the requirements of digital twin-driven autonomous maintenance. Annual Reviews in Control 50, pages 13-28.
Crossref
Crossref