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What are dimensions of a ‘Digital Twin’?

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  answer score title
0 α,R,K, and C 0.983 Digital Twin Enabled Smart Control Engineering as an Industrial AI: A New Framework and A Case Study
1 natural interfaces 0.9821 Stages of Design of Digital Twin for Local Enterprise
2 technology, effect, and application 0.9671 Revolution on digital twin technology—a patent research approach
3 virtual reality mapping and interaction fusion 0.9663 Digital-Twin-Based Job Shop Scheduling Toward Smart Manufacturing
4 Sensors and actuators 0.9647 Digital twin-driven product design framework
5 digital replicas 0.9597 Data-driven Digital Twin approach for process optimization: an industry use case
6 time and level of detail 0.9594 Integrating the Digital Twin of the manufacturing system into a decision support system for improving the order management process
7 three in space and one in time 0.9586 Digital Twin: Values, Challenges and Enablers
8 contact and contactless 0.9571 Digital Twin of Experimental Workplace for Quality Control with Cloud Platform Support
9 Geometry Model, Behaviour Model and Context Model 0.9421 Digital twin modeling method based on biomimicry for machining aerospace components
10 length, width, and height 0.9394 Digital twin-based process reuse and evaluation approach for smart process planning
11 three in space and one in time 0.9369 Digital Twin: Values, Challenges and Enablers From a Modeling Perspective
12 reflection, virtualization, and entanglement 0.9343 Digital Twin in the IoT context: a survey on technical features, scenarios and architectural models
13 techniques, processes, and methods 0.9317 Digital Twin Technology
14 high complexity 0.9295 An architectural approach to process control of gas compressor stations with a low temperature separation gas preparation unit based on a digital twin
15 DT monitoring module, DT prediction module and DT early warning module 0.9288 Monitoring and Warning for Digital Twin-driven Mountain Geological Disaster
16 asset integrity monitoring, project planning, and life cycle management 0.9241 Digital Twin for the Oil and Gas Industry: Overview, Research Trends, Opportunities, and Challenges
17 physical fusion, model fusion, data fusion and service fusion 0.9214 Digital twin-enabled reconfigurable modeling for smart manufacturing systems
18 economic, social, and environmental 0.9177 Devising a Game Theoretic Approach to Enable Smart City Digital Twin Analytics
19 accuracy, quality, and time resolution 0.9176 Exploring the blue skies potential of digital twin technology for a polar supply and research vessel
20 digital replicas of physical objects 0.9164 DIGITAL TWIN OF DISTRIBUTED ENERGY DEVICES
21 hyper realism, computability, controllability, and predictability 0.9136 A Digital-Twin-Assisted Fault Diagnosis Using Deep Transfer Learning
22 virtual simulation model, behavior model and information model 0.9117 Digital Twin-Driven Control Method for Robotic Automatic Assembly System
23 seven workstations 0.9079 MES-integrated digital twin frameworks
24 digital model, execution environment, Database management system and control system block 0.9068 Digital Twin Applications: Diagnostics, Optimisation and Prediction
25 meter by meter slack chainage and ditch geometry 0.9042 Automated Creation of the Pipeline Digital Twin During Construction: Improvement to Construction Quality and Pipeline Integrity
26 structural units 0.902 Application of the Digital Twin Concept to Solve the Monitoring Task of Machine-Building Technological Process
27 models, data and simulation 0.8922 DIGITAL TWIN, VIRTUAL REALITY AND SPACE SYNTAX: CIVIC ENGAGEMENT AND DECISION SUPPORT FOR SMART, SUSTAINABLE CITIES.
28 semi-physical simulation and optimization 0.8895 Digital twin-driven rapid reconfiguration of the automated manufacturing system via an open architecture model
29 21619320 and 21618317 0.8777 User acceptance of virtual reality technology for practicing digital twin-based crisis management
30 K1 and K2 0.8769 Digital twin of manufacturing systems
31 personalized product characteristics 0.8767 Conceptual digital twin modeling based on an integrated five-dimensional framework and TRIZ function model
32 Parameters 0.8677 Towards a Digital Twin Supporting Risk Based Decision Making for Offshore Installations
33 standardized and established technologies and solutions 0.8667 The Digital Twin: Demonstrating the Potential of Real Time Data Acquisition in Production Systems
34 time/schedule 0.8545 Digital twin aided sustainability-based lifecycle management for railway turnout systems
35 Index Terms 0.8475 Pervasive Computing Integrated Discrete Event Simulation for a Hospital Digital Twin
36 partly centralized and partly decentralized 0.8452 Dynamic digital twin for predictive maintenance in flexible production systems
37 models and data 0.8433 A six-layer architecture for the digital twin: a manufacturing case study implementation
38 1 (useless) to 5 0.8416 A Survey on the Necessity for a Digital Twin of Production in the Automotive Industry
39 physical part, virtual part, data, connection, and service modeling 0.8373 Digital Twin in Industry: State-of-the-Art
40 physical and digital 0.8373 A Survey on Digital Twin: Definitions, Characteristics, Applications, and Design Implications
41 three dimensional animation 0.8348 Modular based flexible digital twin for factory design
42 physical objects, virtual objects, and the connection of physical space and virtual space 0.8337 A enhanced interaction framework based on VR, AR and MR in digital twin
43 virtual substitutes of real world objects 0.8331 Flexible Work Cell Simulator Using Digital Twin Methodology for Highly Complex Systems in Industry 4.0
44 identity, representation, state, behavior and context 0.8331 On Risk of Digital Twin Implementation in Marine Industry: Learning from Aviation Industry
45 five-axis 0.8276 Real-time machining data application and service based on IMT digital twin
46 four main layers 0.8259 Digital Twin Reference Model Development to Prevent Operators’ Risk in Process Plants
47 lithium-ion batteries 0.822 From ROM of Electrochemistry to AI-Based Battery Digital and Hybrid Twin
48 keywords or metadata 0.8212 An appraisal of literature for design and implementation of developing a framework for digital twin and validation through case studies
49 0-D, 1-D, 3-D 0.817 A Simulation-Based Digital Twin for Model-Driven Health Monitoring and Predictive Maintenance of an Automotive Braking System
50 information content and the predictability of interaction-behavior 0.8167 Man, machine and work in a digital twin setup: a case study
51 multi-source, multi-dimension and multi-attribute 0.8135 Digital Twin of Solid Rocket Motor, Problem and Challenge
52 five models 0.812 Digital twin-based smart assembly process design and application framework for complex products and its case study
53 citizens and physi-cians 0.8097 The ‘Digital Twin’ to enable the vision of precision cardiology
54 Uncertainty quantification, chemical process engineering 0.805 Digital twin of nuclear waste management facilities
55 five 0.8038 Digital Twin for Machining Tool Condition Prediction
56 physical model, big data and virtual simulation model 0.8018 Development of the simulation model for Digital Twin applications in historical masonry buildings: The integration between numerical and experimental reality
57 3D, 4D, 5D, 6D and 7D 0.8013 ADVANTAGES OF A DIGITAL TWIN - BIM 7D - FOR HIGH VOLTAGE SUBSTATION ENGINEERING USING OPTICAL SYMBOL RECOGNITION TECHNOLOGY
58 experience 0.7971 Integration of a digital twin as human representation in a scheduling procedure of a cyber-physical production system
59 antenna size 0.7937 AI-Augmented Multi Function Radar Engineering with Digital Twin: Towards Proactivity
60 lack of accurate, unified definition and description 0.7913 An application framework of digital twin and its case study
61 historical data and ML analytics models 0.7912 A Digital Twin-based Privacy Enhancement Mechanism for the Automotive Industry
62 dynamic knowledge bases and knowledge-based intelligent skills 0.786 Knowledge-driven digital twin manufacturing cell towards intelligent manufacturing
63 geometry, material properties, boundary conditions and loads 0.7773 How to tell the difference between a model and a digital twin
64 virtual WIP, virtual manufacturing devices and virtual machining process 0.7771 A data- and knowledge-driven framework for digital twin manufacturing cell
65 12.45 MB 0.7734 From LiDAR point cloud towards digital twin city: Clustering city objects based on Gestalt principles
66 people, things, and contexts 0.7732 Dracena: Real-Time Digital Twin Platform
67 static model as well as behavior modeled in the simulation controller 0.7729 Simulation-ready digital twin for realtime management of logistics systems
68 digitizing elements, processes and systems of physical entities 0.7717 Digital geoTwin Vienna: Towards a Digital Twin City as Geodata Hub
69 single machine tool and multi machine tools 0.7633 Digital twin-driven carbon emission prediction and low-carbon control of intelligent manufacturing job-shop
70 multiple data sources and modelled processes 0.7628 Towards a Digital Twin with Generative Adversarial Network Modelling of Machining Vibration
71 either good or bad 0.7582 Developing a City-Level Digital Twin Propositions and a Case Study
72 digital representations of a physical systems 0.7572 Using Digital Twin Technology to Ensure Data Quality in Transport Systems
73 plants and cities 0.7558 Digital Twin of a Research Organization: Approaches and Methods
74 objects with low legal protection and information safety level 0.7541 Industry Practices of Digital Twin Technology Application in the Russian Federation
75 750 million to 1 billion 0.7538 Is Digital Thread/Digital Twin Affordable? A Systemic Assessment of the Cost of DoD’s Latest Manhattan Project
76 conceptual 0.7534 Design and implementation of a digital twin application for a connected micro smart factory
77 a cloud 0.7518 Digital Twin Technology in the Field Reclaims Offshore Resources
78 mixed-fidelity 0.7504 Challenges in Digital Twin Development for Cyber-Physical Production Systems
79 purchased assemblies, outsourced assemblies, and self-manufactured assemblies 0.7498 Digital twin-based assembly data management and process traceability for complex products
80 mass, damping and stiffness 0.7452 Machine learning based digital twin for dynamical systems with multiple time-scales
81 4M&1E 0.7437 Review on the Application of Industry 4.0 Digital Twin Technology to the Quality Management
82 S2 0.7428 Ubiquitous knowledge empowers the Smart Factory: The impacts of a Service-oriented Digital Twin on enterprises’ performance
83 physics-based system modeling and distributed real-time process data 0.7386 A Digital Twin-Based Approach for Designing and Multi-Objective Optimization of Hollow Glass Production Line
84 physical objects data, virtual objects data, service data and their fusion data 0.737 A Novel Cloud-Based Framework for the Elderly Healthcare Services Using Digital Twin
85 different models, meth- ods, analysis and simulation 0.7366 Tackling Urban Challenges with Models, Spatial Analysis and Numerical Simulations in Immersive Virtual Environments.
86 a simulation environment capable of replicating the behaviour of the real system 0.7365 Integration of an energy management tool and digital twin for coordination and control of multi-vector smart energy systems
87 hierarchical 0.7312 Big data driven Hierarchical Digital Twin Predictive Remanufacturing paradigm: Architecture, control mechanism, application scenario and benefits
88 two separate bridges 0.7291 Digital Twin - Engineering with the Human Factor in the Loop
89 descriptive models and the analytical models 0.7246 Systems engineering and digital twin: a vision for the future of cruise ships design, production and operations
90 five layers 0.7232 Digital twin-driven cyber-physical production system towards smart shop-floor
91 three-level structure 0.723 The Modeling Method of Digital Twin Models for Machining Parts
92 physical and digital worlds 0.7213 Integrating Virtual Reality and Digital Twin in Circular Economy Practices: A Laboratory Application Case
93 virtual image 0.7209 NDE 4.0: The Fourth Revolution in Non- Destructive Evaluation: Digital Twin, Semantics, Interfaces, Networking, Feedback, New Markets and Integration into the Industrial Internet of Things
94 smart mathematical models and smart digital twins 0.7181 Review of modern software complexes and digital twin concept for forecasting emergency situations in oil and gas industry
95 virtual representations of components and systems 0.7177 A Requirements Driven Digital Twin Framework: Specification and Opportunities
96 height, diameter 0.7152 The Indicator-Based Evolutionary Algorithm for the Digital Twin
97 resources, processes and products 0.712 Embedded Digital Twin for ARTI-Type Control of Semi-continuous Production Processes
98 five 0.7114 Data Super-Network Fault Prediction Model and Maintenance Strategy for Mechanical Product Based on Digital Twin
99 sensors, actuators and controller structures 0.7112 Evolution of a Digital Twin for a Steam Cracker
100 daily efficiency metrics 0.7099 Smart City Digital Twin–Enabled Energy Management: Toward Real-Time Urban Building Energy Benchmarking
101 three dimensions 0.7062 The Digital Twin of the City of Zurich for Urban Planning
102 internal exchange, external hot spots, cooling system 0.7048 A digital twin approach to develop a new autonous system able to operate in high temperature environments within industrial plants
103 small cycle ➀ and large cycle ➀ 0.7036 Model construction of planning and scheduling system based on digital twin
104 2 meters long, diameter 1 m, weight up to 400 kg 0.7022 Information model and software architecture for the implementation of the digital twin of the turbine rotor
105 product development, production, and maintenance 0.6992 The Digital Twin – Birth of an Integrated System in the Digital Age
106 5 : 5 0.6982 Deep Learning for Hybrid 5G Services in Mobile Edge Computing Systems: Learn From a Digital Twin
107 Figure 9. IEEE 1451 0.6961 IEEE 1451 Smart Sensor Digital Twin Federation for IoT/CPS Research
108 virtual technologies 0.6913 Digital Twin and CyberGIS for Improving Connectivity and Measuring the Impact of Infrastructure Construction Planning in Smart Cities
109 Industry 4.0 coreparadigms 0.6868 The role of the Industry 4.0 asset administration shell and the digital twin during the life cycle of a plant
110 Industry 4.0 0.6802 Real-Time asset tracking; a starting point for Digital Twin implementation in Manufacturing
111 89.29% 0.6798 Digital Twin for Reliability Analysis During Design and Operation of Mechatronic Systems
112 digital replicae of physical assets, process and system 0.6795 Description of the cyclic material behaviour of aluminium wrought alloys as basis for a digital twin
113 OTC-29005-MS 0.677 RB-FEA Based Digital Twin for Structural Integrity Assessment of Offshore Structures
114 static requirements, system architecture, and more recently static MBSE models 0.6756 The Digital (Mission) Twin: an Integrating Concept for Future Adaptive Cyber-Physical-Human Systems
115 low threshold environments 0.6707 SMART CITY DEVELOPMENT WITH DIGITAL TWIN TECHNOLOGY
116 22 B 0.6683 A Digital Twin Based Industrial Automation and Control System Security Architecture
117 digital modeling of physical assets or processes 0.6667 Development of electric vehicle maintenance education ability using digital twin technology and VR
118 fast, noninvasive, reliable, easy-to-use 0.6664 Create the Individualized Digital Twin for Noninvasive Precise Pulmonary Healthcare
119 static property data, real-time data and measurement data 0.663 Visualisation of the Digital Twin data in manufacturing by using Augmented Reality
120 sensor network design 0.6615 Digital Twin: Vision, Benefits, Boundaries, and Creation for Buildings
121 span length, width, and depth of a stiffening girder 0.6605 Development of a bridge maintenance system for prestressed concrete bridges using 3D digital twin model
122 150 DTS-i and 180 DTS-i 0.6596 Methods of computational modeling of coronary heart vessels for its digital twin
123 geometric tolerances and the dimensional tolerances 0.6586 Tolerance Allocation With Simulation-Based Digital Twin for CFRP-Metal Countersunk Bolt Joint
124 a virtual duplicate of a physical system 0.6528 Process Modelling of Geothermal Drilling System Using Digital Twin for Real-Time Monitoring and Control
125 3001686 0.6524 A Digital Twin for Operational Evaluation of Vertical Transportation Systems
126 operation layer, visualization layer, and intelligence layer 0.6487 Concept and Implementation of a Cyber-Physical Digital Twin for a SMT Line
127 modelling 0.6461 A case study of digital-twin-modelling analysis on power-plant-performance optimizations
128 data driven, quality control, complex product assembly 0.6456 A Digital Twin-Based Approach for Quality Control and Optimization of Complex Product Assembly
129 prospective efforts are required to cover issues with the connectivity of data 0.6448 Digital Twin as a decision-making tool to opt for the most promising Product Design Strategies in a Circular Economy
130 physical product, virtual product and connected data 0.6354 DT-II:Digital twin enhanced Industrial Internet reference framework towards smart manufacturing
131 simulation models or decision support modules 0.6347 Modeling and implementation of a digital twin of material flows based on physics simulation
132 five 0.6327 Digital twin enhanced human-machine interaction in product lifecycle
133 24 pages 0.6309 Digital Twin Driven Green Performance Evaluation Methodology of Intelligent Manufacturing: Hybrid Model Based on Fuzzy Rough-Sets AHP, Multistage Weight Synthesis, and PROMETHEE II
134 data-based models 0.6291 SERVICE VALUE CREATION USING A DIGITAL TWIN
135 fragmented and sequential 0.628 Coupled simulation of thermally active building systems to support a digital twin
136 one-dimensional or quasi- two-dimensional models44-46 0.6267 Multi-Physics-Resolved Digital Twin of Proton Exchange Membrane Fuel Cells with A Data-Driven Surrogate Model
137 high complexity and different configurations 0.6238 The Digital Twin, Demonstrating the Potentials of Monitoring of Product/Process: a Case Based on an Agile Manufacturing Control Line
138 Framework, control approach and implementation 0.6234 Digital twin-based industrial cloud robotics: Framework, control approach and implementation
139 angles, point of view, and rotation commands 0.6176 Training Robot Manipulation Skills through Practice with Digital Twin of Baxter
140 2891060 0.6161 Digital Twin-Driven Cyber-Physical System for Autonomously Controlling of Micro Punching System
141 synchronized and aggregated 0.6147 Digital twin information technology for biomedical data complex representation and processing
142 inductor current iL and output voltage vo 0.6138 A Digital Twin based Estimation Method for Health Indicators of DC-DC Converters
143 Perception data and simulation data 0.6129 The Modelling and Using Strategy for The Digital Twin in Process Planning
144 multiphysic and multiscale 0.6106 Digital Twin: Applying emulation for machine reconditioning
145 seamless integration between the cyber and physical spaces 0.6082 Challenges of Digital Twin System
146 artificial and genuine data 0.6065 Application of a Hybrid Digital Twin Concept for Factory Layout Planning
147 two working modes 0.5984 Supporting the Design, Commissioning and Supervision of Smart Factory Components through their Digital Twin
148 three heterogeneous use cases 0.5975 On the virtual optimization of CAI-CAx loop based on the digital twin: sculpture surface demonstrator
149 real-time virtual identities with complex 0.5967 Understanding Kid´s Digital Twin
150 6b, 6c and 6d 0.5911 Digital Twin Based Condition Monitoring of a Knuckle Boom Crane: an Experimental Study
151 many shapes and sizes 0.5908 Digital Twin Through the Life of a Field
152 ultrarealistic 0.5907 Demonstrated Benefits of a Nascent Digital Twin
153 five-dimensional 0.5895 A Reconfigurable Modeling Approach for Digital Twin-based Manufacturing System
154 real-world economic activities are realistically simulated and represented 0.5863 The Digital Twin of the Economy: Proposed Tool for Policy Design and Evaluation
155 a virtual representation of a physical item 0.5851 Usage of Digital Twin Technologies during System Modeling and Testing in Vessel Traffic Services System Project
156 three translational dimensions and three angles of attitude 0.5837 Exploiting Digital Twin Technology to Teach Engineering Fundamentals and Afford Real-World Learning Opportunities
157 five-dimensional 0.5831 Digital twin-based opti-state control method for a synchronized production operation system
158 The lifecycle and value stream, the hierarchy levels and the integration layers 0.5778 Digital twin technology – An approach for Industrie 4.0 vertical and horizontal lifecycle integration
159 design and intelligent machining equipment 0.5776 Dynamic Evaluation Method of Machining Process Planning Based on Digital Twin
160 artificial list systems or ESPs 0.5764 Electrical Submersible Pump Digital Twin, the Missing Link for Successful Condition Monitoring and Failure Prediction
161 sensing, networking, to analytics layer 0.5733 From Surveillance to Digital Twin: Challenges and Recent Advances of Signal Processing for the Industrial Internet of Things
162 a human-machine interface as well as a machine-to-machine interface 0.5731 A Taxonomy of Digital Twins
163 Forecasting fluctuations in accuracy, roughness, hardness 0.5721 Designing optimal automatic cycles of round grinding based on the synthesis of digital twin technologies and dynamic programming method
164 multi-physics 0.5698 Digital Twin for rotating machinery fault diagnosis in smart manufacturing
165 Process Simulate, the backend database and Process Simulate API 0.5661 A digital twin to train deep reinforcement learning agent for smart manufacturing plants: Environment, interfaces and intelligence
166 often-one-dimensional 0.566 Next Generation Digital Twin: an Ecosystem for Mechatronic Systems?
167 three 0.5623 The Potential of Digital Twin Model Integrated With Artificial Intelligence Systems
168 1-dimensional 0.5599 Digital Twin Strategies for SoS 4 Challenges and 4 Architecture Setups for Digital Twins of SoS
169 production planning, production process operation instructions, and production elements 0.5595 Framework for manufacturing-tasks semantic modelling and manufacturing-resource recommendation for digital twin shop-floor
170 human-computer-interface and (5) analytical unit 0.5561 Why Robots do not matter! Using Digital Twin and Augmented Learning for Continuous Improvement in the context of Manufacturing
171 weakly coupled simulation units 0.5542 Keeping the Digital Twin up-to-date - Process Monitoring to Identify Changes in a Plant
172 OTC-28012-MS 0.5542 Developing a Digital Twin for Floating Production Systems Integrity Management
173 Hydraulics 0.5503 Using an Advanced Digital Twin to Improve Downhole Pressure Control
174 the contents on which the systems associated with futuristic manufacturing systems 0.5471 Hidden Markov model-based digital twin construction for futuristic manufacturing systems
175 two modules 0.5471 An ISO/IEEE 11073 Standardized Digital Twin Framework for Health and Well-Being in Smart Cities
176 physical products, virtual products, and connection data 0.5465 Machine Learning based Digital Twin Framework for Production Optimization in Petrochemical Industry
177 digital equivalents of physical products, assets, processes, and systems 0.5457 A Unified Digital Twin Framework for Real-time Monitoring and Evaluation of Smart Manufacturing Systems
178 adaptive closed-loop SIM 0.5445 Data-driven digital twin technology for optimized control in process systems
179 differing complexity 0.5441 A Digital Twin for Integrated Inspection System in Digital Manufacturing
180 a hi 0.5439 Hierarchy of Human Operator Models for Digital Twin
181 artificial intelligent algorithms and multi-criteria decision-making techniques 0.5391 Digital Twin-Based Smart Manufacturing System for Project-Based Organizations: A Conceptual Framework
182 less finite 0.539 Finding Meaning, Application for the Much-Discussed Digital Twin
183 5-dimension 0.5378 Enabling technologies and tools for digital twin
184 physical and cyber entities 0.5374 Digital Twin Driven Inclusive Manufacturing Using Emerging Technologies
185 large-scale automated high-rise warehouse 0.5359 Digital twin-driven joint optimisation of packing and storage assignment in large-scale automated high-rise warehouse product-service system
186 homogeneous configured and share the same background 0.532 Time series behavior modeling with digital twin for Internet of Vehicles
187 three dimensions 0.5312 Building blocks for a digital twin of additive manufacturing
188 real-time or offline 0.5302 Framework for a digital twin in manufacturing: scope and requirements
189 actor based simulation driven 0.5271 An actor based simulation driven digital twin for analyzing complex business systems
190 four 0.527 A Survey of Digital Twin Technology for PHM
191 artificial and human intelligence 0.5266 Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management
192 multi-dimensional 0.5244 A Framework of Smart Railway Passenger Station Based on Digital Twin
193 51675108 and 51705091 0.5228 Digital twin-driven rapid individualised designing of automated flow-shop manufacturing system
194 a set of models from the raw material to a finished product 0.5226 The modelling and operations for the digital twin in the context of manufacturing
195 eDrilling mathematical models 0.5225 Drilling Digital Twin Success Stories the Last 10 Years
196 weight, position, and orientation 0.5175 Cloud-Based Digital Twin for Industrial Robotics
197 Reference positions and corresponding velocities 0.5172 Digital Twin-Based Optimization for Ultraprecision Motion Systems With Backlash and Friction
198 intelligence, efficiency, integration and interoperability 0.516 From BIM Towards Digital Twin: Strategy and Future Development for Smart Asset Management
199 Descriptive – visibility of product, device, machine, factory 0.5141 The Digital Twin: Virtual Validation In Electronics Development And Design
200 power stage, sampling circuit, and close-loop controller 0.5121 Application of Digital Twin Concept in Condition Monitoring for DC-DC Converters
201 simulation models 0.5103 Digital Twin: An Enabler for New Business Models
202 nothing more than the digital representation of a physical model 0.5102 The “Digital twin”. Digitization process from the point of view of a classification society
203 physical and numerical models of structural materials at several length scales 0.5045 A new concept of digital twin of artifact systems: synthesizing monitoring/inspections, physical/numerical models, and social system models
204 physical and cyber 0.5027 The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor
205 twin to life 0.5019 Architecture of a Digital Twin for Enabling Digital Services for Battery Systems
206 3D model representation 0.5005 Developing a Digital Twin: The Roadmap for Oil and Gas Optimization
207 multiple sub-Digital Twins 0.4996 An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System
208 100 mm and 300 mm 0.4987 Micro Manufacturing Unit and the Corresponding 3D-Model for the Digital Twin
209 geometry, physics, behavior and rule 0.4965 Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing
210 three-dimensional 0.4948 Digital Twin Service towards Smart Manufacturing
211 parts, operators, capital equipment, and consumables 0.4926 Part data integration in the Shop Floor Digital Twin: Mobile and cloud technologies to enable a manufacturing execution system
212 integration breadth, connectivity modes, digital model richness and human interaction 0.4925 Ontology-based modeling of part digital twin oriented to assembly
213 Physical things are the physical assets 0.4902 Comparison of Digital Twin Development in Manufacturing and Maritime Domains
214 realistic behaviour of the bridges as well as future performance 0.4873 Digital Twin Models for Maintenance of Cable-Supported Bridges
215 physics-based and machine learning models 0.4842 Digital twin, physics-based model, and machine learning applied to damage detection in structures
216 14, 25, 40, 45, 46 0.4818 Digital twin-based cyber physical production system architectural framework for personalized production
217 every smart part and resource 0.4816 Defining a Digital Twin-based Cyber-Physical Production System for autonomous manufacturing in smart shop floors
218 digital representation of a physical object 0.4816 Event-Driven Online Machine State Decision for Energy-Efficient Manufacturing System Based on Digital Twin Using Max-Plus Algebra
219 a digital, domainspecific representation of the physical vehicle in one front end tool 0.4814 TOWARDS A DIGITAL TWIN: HOW THE BLOCKCHAIN CAN FOSTER E/E-TRACEABILITY IN CONSIDERATION OF MODEL-BASED SYSTEMS ENGINEERING
220 running on the edge Abstract 0.4805 Cardio Twin: A Digital Twin of the human heart running on the edge
221 physical resources, virtual resources, service system, and digital twin data 0.4802 A Digital Twin Concept for Manufacturing Systems
222 interconnected service structures or objects 0.4775 Hardware and Software Infrastructure of Digital Twin Technology
223 well modelled and calibrated 0.4767 Unlocking Potentials of Building Energy Systems’ Operational Efficiency: Application of Digital Twin Design for HVAC systems
224 an actual machine and imitating digital model 0.4726 Micro Manufacturing Unit – Creating Digital Twin Objects with Common Engineering Software
225 a set of models that can be applied to different stages of product design 0.4644 A Hierarchical Digital Twin Model Framework for Dynamic Cyber-Physical System Design
226 environmental data, vessel position and motions 0.4642 Real-Time Cleaning of Time-Series Data for a Floating System Digital Twin
227 3D models 0.4634 Twin tracks: The drive to create a smart digital model of the UK
228 physical and virtual twin 0.4599 A Distributed Ledger Approach to Digital Twin Secure Data Sharing
229 fog or edge analytics 0.4586 A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance
230 The dimensions of the bounding box 0.4584 Automated Generation of a Digital Twin Using Scan and Object Detection for Data Acquisition
231 two wrappers 0.4544 Industrial IoT integrated with Simulation – A Digital Twin approach to support real-time decision making
232 static and dynamic characteristic 0.4541 The True Digital Twin Concept for Fatigue Re-Assessment of Marine Structures
233 0.515, 1.446 and 2.240 0.4541 Digital twin for the structural health management of reusable spacecraft: A case study
234 simulated space and physical space 0.4537 Sensor Control in Anti-Submarine Warfare—A Digital Twin and Random Finite Sets Based Approach
235 physical reference object and completeness 0.4531 Dimensions of Digital Twin Applications - A Literature Review
236 2D and 3D 0.4515 Drilling Automated Realtime Monitoring Using Digital Twin
237 calibrated 0.4499 Improving Prediction Capability of Quadcopter Through Digital Twin
238 collision, chatter, etc. 0.4491 A knowledge-based Digital Shadow for machining industry in a Digital Twin perspective
239 120 m length and 80 m width 0.4465 Digital Twin for Drilling Operations – Towards Cloud-Based Operational Planning
240 Not in correct sizes 0.4458 Towards Automated 3D reconstruction in SME factories and Digital Twin Model generation
241 The silo orientation 0.4448 Service Business Model Innovation: the digital twin technology
242 digital representations based on semantic data models 0.4443 A Review of the Roles of Digital Twin in CPS-based Production Systems
243 networked microgrids 0.4441 On the Implementation of IoT-Based Digital Twin for Networked Microgrids Resiliency Against Cyber Attacks
244 stacked auto encoder, parameters-update rule, product quality monitor 0.4413 A Product Quality Monitor Model With the Digital Twin Model and the Stacked Auto Encoder
245 engine and transmission 0.4392 Digital twin of wheel tractor with automatic gearbox
246 both from a functional and technical perspective 0.4386 Implementation of an IoT- and Cloud-based Digital Twin for Real-Time Decision Support in Port Operations
247 7days/24hours 0.4371 Digital Twin as Enabler for an Innovative Digital Shopfloor Management System in the ESB Logistics Learning Factory at Reutlingen - University
248 optimization loops 0.4356 Optimization-driven product development to support digital twin creation on the small UAV case study
249 a scale or full-sized format model 0.435 ‘MIRROR, MIRROR, ON THE WALL’: ROBOTIC PROCESS AUTOMATION IN THE PUBLIC SECTOR USING A DIGITAL TWIN
250 a virtual replica 0.4343 A digital twin for rapid qualification of 3D printed metallic components
251 three-dimensional 0.4331 Mona Lisa’s digital twin: identifying the mechanical properties of the panel combining experimental data and advanced finite-element modelling
252 geometry, physics, behavior and rules 0.4329 Research on Digital Twin Technology for Production Line Design and Simulation
253 small part of a physical product 0.4328 CONCEPTION OF A DIGITAL TWIN IN MECHANICAL ENGINEERING – A CASE STUDY IN TECHNICAL PRODUCT DEVELOPMENT
254 both efficient and comprehensive 0.4251 Simulation and Digital Twin Based Design of a Production Line: A Case Study
255 the components can be categorized 0.4245 Digital Twin for Extraction Process Design and Operation
256 hybrid data-driven and mechanistic digital shadow 0.4243 Towards a digital twin: a hybrid data-driven and mechanistic digital shadow to forecast the evolution of lignocellulosic fermentation
257 high-fidelity digital model 0.4196 Digital Twin for Cybersecurity Incident Prediction: A Multivocal Literature Review
258 a replica of the construction along with all physical aspects including deteriorations 0.4176 Monitoring and Inspection Techniques Supporting a Digital Twin Concept in Civil Engineering
259 6 revolute joints 0.4166 Methodology for enabling Digital Twin using advanced physics-based modelling in predictive maintenance
260 long processing cycles, high accuracy, large parts 0.4165 A Digital Twin-Driven Approach for On-line Controlling Quality of Marine Diesel Engine Critical Parts
261 a virtual model 0.4162 Digital Geometry to Support a Gas Turbine Digital Twin
262 a physical space, a digital space and a connection layer 0.4156 Digital Twin Applications: A Review
263 all-solid-state electrodes 0.4135 Digital Twin-Driven All-Solid-State Battery: Unraveling the Physical and Electrochemical Behaviors
264 two plugs per cylinder and two ignition distributors 0.4134 Digital Twin and Triple Spark Ignition in Four-Stroke Internal Combustion Engines of Two-Wheelers
265 (3) 0.4133 Digital twin-based smart production management and control framework for the complex product assembly shop-floor
266 adaptive, physics 0.4131 Fleet Monitoring and Diagnostics Framework Based on Digital Twin of Aero-Engines
267 dimensioning tasks, validation and virtual commissioning high fidelity models 0.4127 Next Generation Digital Twin
268 3D 0.412 Construction of Digital Twin Geotechnical Resistance Model for Liquefaction Risk Evaluation
269 a physical product, a virtual product, and the linkage between the two 0.4057 TOWARDS AN EQUILIBRIUM MODEL FOR MEASURING THE IMPACT OF DIGITAL TWIN TECHNOLOGY ON ENTERPRISE AGILITY
270 a digital replica of physical assets, processes and systems 0.4055 Developing a Dynamic Digital Twin at a Building Level: using Cambridge Campus as Case Study
271 lambda architecture and digital twin 0.4019 Digital twin for real-time data processing in logistics
272 three-dimensional 0.4018 Review of digital twin about concepts, technologies, and industrial applications
273 logistics (trucks, trains), factory, production, warehouse or buildings 0.4005 Digital Twin of manufacturing systems: a case study on increasing the efficiency of reconfiguration
274 multi-dimensional devices 0.4001 Research on the Virtual Reality Synchronization of Workshop Digital Twin
275 object level, product level and system level, respectively, in physical space 0.3994 Digital twin-enabled Graduation Intelligent Manufacturing System for fixed-position assembly islands
276 physical and functional 0.399 Intelligent control of an assembly station by integration of a digital twin for employees into the decentralized control system
277 digital replicas of assets 0.3957 Building an organizational digital twin
278 material properties and geometric 0.3951 Probabilistic methods for risk assessment of airframe digital twin structures
279 Absolute incompleteness and relative completeness 0.3935 Dynamic Analysis of Digital Twin System Based on Five-Dimensional Model
280 technical and dynamic state of each production unit 0.3923 Digital equipment twin as the basis for the consumer in digital production
281 1, 3] 0.3901 Development of digital twin of high frequency generator with self-excitation in Simulink
282 CF-188 0.3857 Demonstration of an Airframe Digital Twin Framework Using a CF-188 Full-Scale Component Test
283 check in defined tolerance 0.3846 Digital Twin of Experimental Smart Manufacturing Assembly System for Industry 4.0 Concept
284 complex aggregate of further sub-components 0.3819 Living with a Digital Twin: Operational management and engagement using IoT and Mixed Realities at UCL’s Here East Campus on the Queen Elizabeth Olympic Park
285 three-dimensional 0.38 Imagineering on Augmented Reality and Digital Twin for Digital Competence
286 Three dimensional 0.378 C2PS: A Digital Twin Architecture Reference Model for the Cloud-Based Cyber-Physical Systems
287 Park, Yang, and Noh 2020c 0.3755 The architectural framework of a cyber physical logistics system for digital-twin-based supply chain control
288 artificial intelligence, building information modeling 0.3721 Development of a Digital Twin Model for Real-Time Assessment of Collision Hazards
289 transparent supply chains 0.3716 The logistics network digital twin in view of concept of the non-destructive quality control methods
290 temporal dimension of such information, its heterogeneity and complexity 0.3695 Digital Twin: Research Framework to Support Preventive Conservation Policies
291 payload bay dimensions 0.368 The US Air Force Digital Thread/Digital Twin - Life Cycle Integration and Use of Computational and Experimental Knowledge
292 real-world asset, process or system 0.368 Challenges of Digital Twin in High Value Manufacturing
293 500 m vertically and 2000 m in each horizontal direction 0.3655 Digital Twin of the Seismogeological Object: Building and Application
294 ultra-realistic 0.3637 Leveraging Digital Twin Technology in Model-Based Systems Engineering
295 complete digital representation of the physical component 0.3634 Building a digital twin for additive manufacturing through the exploitation of blockchain: A case analysis of the aircraft industry
296 multi-physics, multiscale, probabilistic simulation model 0.3595 Deep learning-enabled intelligent process planning for digital twin manufacturing cell
297 “digital prototype 0.3592 Implementation of “Digital Twin” Concept for Modern Project-Based Engineering Education
298 a set of statistical models 0.3591 Development of digital twin of CNC unit based on machine learning methods.
299 ultra-high fidelity physical models 0.3576 Multiphysics Stimulated Simulation Digital Twin Methods for Fleet Management
300 virtual mapping of a physical product 0.3567 A DIGITAL TWIN FOR ROOT CAUSE ANALYSIS AND PRODUCT QUALITY MONITORING
301 three dimensions 0.3562 Designing a unique Digital Twin for linear infrastructures lifecycle management
302 a model framework of physical-virtual convergence 0.3472 A Digital Twin-Based Approach for the Fault Diagnosis and Health Monitoring of a Complex Satellite System
303 a virtual replica of an asset that is more than just a digital model 0.3467 Mobile Mapping, Machine Learning and Digital Twin for Road Infrastructure Monitoring and Maintenance: Case Study of Mohammed VI Bridge in Morocco
304 multiple virtual entities and environments 0.3461 Characterising the Digital Twin: A systematic literature review
305 multi-dimensional 0.3424 SPHERE: BIM Digital Twin Platform
306 additive or hybrid manufacturing tool 0.3406 Industry 4.0 - Digital Twin Applied to Direct Digital Manufacturing
307 low-dimensional space 0.3353 Preliminary Exploration on Digital Twin for Power Systems: Challenges, Framework, and Applications
308 five- dimensional 0.3203 A digital twin-based flexible cellular manufacturing for optimization of air conditioner line
309 smaller twins 0.3197 Digital Twin for Everything: Some Pilot Studies
310 a virtual representation of the physical device 0.3188 Internet of Things Ontology for Digital Twin in Cyber Physical Systems
311 ontology, ERP, MES, PLM 0.3174 A Unified Ontology Namespace for Enterprise Integration a Digital Twin Case Study
312 a tail number 0.3154 A review on simulation in digital twin for aerospace, manufacturing and robotics
313 five 0.3136 Digital Twin Enhanced Dynamic Job-Shop Scheduling
314 a digital representation of a specific asset in the field 0.3134 The Digital Twin Throughout the SE Lifecycle
315 geometrical 0.3129 Digital Twin Data Modeling with AutomationML and a Communication Methodology for Data Exchange
316 closed-loop, multi-branch twin-track belt conveyor 0.3123 Integrating the Digital Twin of a Shop Floor Conveyor in the Manufacturing Control System
317 product avatar, or cyber-physical equivalence 0.312 Digital Twin Concepts in Manufacturing Industries - A Literature Review and Avenues for Further Research
318 the establishment of relations between physical system and their virtual models 0.3113 Digital twin-driven manufacturing cyber-physical system for parallel controlling of smart workshop
319 two-dimensional and static tools 0.3111 Digital Twin and Big Data Towards Smart Manufacturing and Industry 4.0: 360 Degree Comparison
320 a common and central data backbone 0.3106 A Case Study for a Digital Twin of Body-in-White Production Systems
321 scan, modeling and simulation modeling 0.3073 Automatic Generation of Digital Twin ased on Scanning and Object Recognition
322 computational and network 0.3054 A Digital Twin Framework for Performance Monitoring and Anomaly Detection in Fused Deposition Modeling
323 a data model of the product’s core aspects 0.3045 Digital twin for Advanced Service delivery systems: Opportunities and challenges
324 IoT-driven 0.3035 Digital Twin for Energy Optimization in an SMT-PCB Assembly Line
325 two chambered heart, haemodynamic equations 0.3028 Synthetic PPG generation from haemodynamic model with baroreflex autoregulation: a Digital twin of cardiovascular system
326 interfaces, functionality and algorithms 0.3017 Digital twin technology as an instrument for increasing electrical equipment reliability
327 Physics based, data based, or hybrid models 0.2967 Digital Twin Software for Electrical Machines
328 bidirectional datatransfer 0.2938 Digital Twin in manufacturing: A categorical literature review and classification
329 structural components 0.2937 Lifespan Prediction Technique for Digital Twin-Based Noise Barrier Tunnels
330 manufacturing service platform system and digital twin application subsystem 0.2929 Application framework of digital twin-driven product smart manufacturing system: A case study of aeroengine blade manufacturing
331 concepts to design, manufacturing process, operations and maintenance 0.2924 Toward Digital Twin and Simulation- Driven New Product Development
332 Product, Process, and Resource 0.2914 VREDI: virtual representation for a digital twin application in a work-center-level asset administration shell
333 data-layer, an IoT-platform or a cloud 0.2883 AN APPROACH FOR THE IMPLEMENTATION OF THE DIGITAL TWIN IN THE AUTOMOTIVE WIRING HARNESS FIELD
334 specimen thickness, ply thicknesses and void location and sizes 0.2873 Towards a Digital Twin for Mitigating Void Formation in Autoclave Composite Parts
335 five layers 0.2852 Dynamic resource allocation optimization for digital twin-driven smart shopfloor
336 16,17] 0.2836 Individualizing Locator Adjustments of Assembly Fixtures Using a Digital Twin
337 parametric shape of vessels and reduced order 0.2829 The medical digital twin assisted by Reduced Order Models and Mesh Morphing
338 heterogeneous material properties and rough surfaces 0.2829 About a Digital Twin for the Fatigue Approach of Additively Manufactured Components
339 visible variables 0.2828 The Development and use of a Digital Twin Model for Tire Touchdown Health Monitoring
340 ULD code, serial number, contour, pallet dimension 0.2801 Closed-loop digital twin system for air cargo load planning operations
341 three 0.278 How to model and implement connections between physical and virtual models for digital twin application
342 different and/or more deeply layered 0.2764 Extracting Value from Data Using an Industrial Data Platform to Provide a Foundational Digital Twin
343 a set of regulatory documents of enterprises does not have a single basis 0.2764 Creating a Digital Twin to the Online Promotion Process for Small Businesses
344 B Manuela Dalibor1 0.275 Model-Driven Development of a Digital Twin for Injection Molding
345 magnetic flux density and field lines 0.275 Insights into Digital Twin Based on Finite Element Simulation of a Large Hydro Generator
346 left 0.2733 Digital Twin based synchronised control and simulation of the industrial robotic cell using Virtual Reality
347 5-Axis 0.2708 Realization of the 5-Axis Machine Tool Digital Twin Using Direct Servo Control from CAM
348 5 0.2697 Digital-twin-driven geometric optimization of centrifugal impeller with free-form blades for five-axis flank milling
349 digital thread 0.2692 Work in Progress: Enable Digital Thread and Digital Twin Learning Envi-ronment for Cybermanufacturing Education
350 physical laboratory data, virtual laboratory data, LSP data and the derivative data 0.2689 Structural Design of Digital Twin Laboratory Model Based on Instruments Sharing Platform
351 multiple layers per tier 0.2686 A Digital Twin for Automated Root-Cause Search of Production Alarms Based on KPIs Aggregated from IoT
352 three-layer and five-dimensional 0.2685 Manufacturing Blockchain of Things for the Configuration of a Data-and Knowledge-Driven Digital Twin Manufacturing Cell
353 buttons, switches 0.2677 A Digital Twin for Directing People Flow in Preserved Heritage Buildings
354 a geometry that never existed and one that was characteristic of only one failure path 0.2669 On the Effects of Modeling As-Manufactured Geometry: Toward Digital Twin
355 virtual copies 0.2667 Information-Based Model Discrimination for Digital Twin Behavioral Matching
356 two monitoring digital twins and one process digital twin 0.2653 Immersive Applications of Industrial Digital Twins
357 integral parts 0.2652 Digital Thread and Twin for Systems Engineering: EMD to Disposal
358 a digital representation of a physical object 0.2633 Planning Agricultural Core Road Networks Based on a Digital Twin of the Cultivated Landscape
359 physical products in the real space and their virtual counterparts in the virtual space 0.2596 Robust Digital Twin Compositions for Industry 4.0 Smart Manufacturing Systems
360 multi-dimensional dynamic digital mapping 0.2564 Research on Application of Digital Twin in Simulation of Equipment Maintenance Support
361 semi-active 0.2561 A semi-active human digital twin model for detecting severity of carotid stenoses from head vibration—A coupled computational mechanics and computer vision method
362 three types of DTs 0.2553 Creating Digital Twin of Processed Surface for Industry 4.0
363 static and dynamic 0.2551 Synchronizing physical factory and its digital twin through an IIoT middleware: a case study
364 conceptualization, examination, and cooperation 0.2539 A Survey Paper on Concept of Digital Twin in Modern Era
365 virtual models of physical entities 0.249 Digital twin-driven optimization of gas exchange system of 2-stroke heavy fuel aircraft engine
366 digital replicas of a real part or device 0.2486 Towards a Digital Twin for Cloud Manufacturing: Case Study
367 virtual representation 0.2484 Shaping the digital twin for design and production engineering
368 AR (Augmented Reality) and VR (Virtual Reality) 0.2443 A Low Cost Flexible Digital Twin Platform for Spacecraft Lithium-ion Battery Pack Degradation Assessment
369 a dynamic digital representation of a particular real-world system 0.2443 SEDIT: Semantic Digital Twin Based on Industrial IoT Data Management and Knowledge Graphs
370 axes system hierarchy level, product lifecycle management integration level and data categories 0.2422 Classifying Digital Twins: A Three-Dimensional Conceptual Reference Model
371 Index Terms 0.2421 Digital Twin - Concept of a Continuously Adaptive Power System Mirror
372 2-dimensional 0.2409 Application of Digital Twin for Gas Turbine Off-Design Performance and Operation Analyses
373 2D, 3D, F/T etc. 0.2405 Digital twin for adaptation of robots’ behavior in flexible robotic assembly lines
374 two-dimensional 0.2385 Virtual monitoring method for hydraulic supports based on digital twin theory
375 virtual representation of an asset 0.2374 MV Cable Modeling for Application in the Digital Twin of a Windfarm
376 a plastic object the weight and size of a real potato 0.2355 Business Models for Industrial Smart Services – The Example of a Digital Twin for a Product-Service-System for Potato Harvesting
377 smaller 0.2353 The digital twin technology and its role in manufacturing
378 radius 1 and 2 0.2347 Measurement methods to build up the digital optical twin
379 calibrated FE-model 0.2333 True Fatigue Life Calculation Using Digital Twin Concept and Operational Modal Analysis
380 not only the concept of replicating a physical object or a physical process 0.2333 Disrupting rock engineering concepts: is there such a thing as a rock mass digital twin and are machines capable of learning rock mechanics?
381 predictive and validated model 0.2274 Accelerating Biologics Manufacturing by Modeling or: Is Approval under the QbD and PAT Approaches Demanded by Authorities Acceptable without a Digital-Twin?
382 3, 4 0.2226 Electric Stock Digital Twin in a Subway Traction Power System
383 reality capture, reverse engineering 0.2226 Towards the development of a Digital Twin: A comparative study of 3D data acquisition methods for mechanical and electrical assets
384 a massive collection of computer models 0.2199 The Airframe Digital Twin: Some Challenges to Realization
385 θ+ and θ− 0.2194 Human Digital Twin for Fitness Management
386 cost-efficient, highly reliable, and security test-oriented 0.2193 Deriving a Cost-Effective Digital Twin of an ICS to Facilitate Security Evaluation
387 “built-in” 0.2188 IoT-based Mine Ventilation Control System Architecture with Digital Twin
388 different aspects of a physical or conceptual 0.2188 On the Engineering of IoT-Intensive Digital Twin Software Systems
389 system functions, operating environment, and mission 0.2174 Model-Based Design of Complex Aeronautical Systems Through Digital Twin and Thread Concepts
390 life cycle 0.2148 Augmented Kalman filter with a reduced mechanical model to estimate tower loads on an onshore wind turbine: a digital twin concept
391 multi-dimensional 0.2147 A Six-Layer Digital Twin Architecture for a Manufacturing Cell
392 abilities, smart services and evolution 0.213 Towards a semantic Construction Digital Twin: Directions for future research
393 a faithful mapping of physical objects 0.2125 Digital Twin-based Smart Building Management and Control Framework
394 geo-location, distances, infrastructure etc. 0.2118 The Digital Twin concept and its role in reducing uncertainty in synchromodal transport
395 digital model 0.2109 Numerical Analysis of the Creep and Shrinkage Experienced in the Sydney Opera House and the Rise of Digital Twin as Future Monitoring Technology
396 wider time scales and more realistic communication contracts 0.2104 SoC-based Digital Twin of Power System Simulation
397 digital copy of a real factory, a machine, a worker and more 0.2079 Using digital twin for maintenance applications in manufacturing: State of the Art and Gap analysis
398 virtual models for physical objects 0.2071 Modeling of Cyber-Physical Systems and Digital Twin Based on Edge Computing, Fog Computing and Cloud Computing Towards Smart Manufacturing
399 physical properties, and 4) mechanical properties 0.2064 Digital Twin-enabled Collaborative Data Management for Metal Additive Manufacturing Systems
400 executablein the sense that they are integrated with the physical twins 0.2059 Supporting Early Phases of Digital Twin Development with Enterprise Modeling and Capability Management: Requirements from Two Industrial Cases
401 they only capture relevant interdependencies between subsystems 0.2042 WoT Graph as Multiscale Digital-Twin for Cyber-Physical Systems-of-Systems
402 just the global time and not the time of each entities 0.2028 Improving Process Using Digital Twin: A Methodology for the Automatic Creation of Models
403 natural frequency, damping factor and damped natural frequency 0.201 The digital twin of discrete dynamic systems: Initial approaches and future challenges
404 multi-input nonlinear time invariant model 0.2001 Torque-Based Temperature Control in Friction Stir Welding by Using a Digital Twin
405 a mimic of a real world asset 0.1954 Demonstration of an Industrial Framework for an Implementation of a Process Digital Twin
406 Figures 1 and 12 0.1908 Aerodynamic Data Fusion Towards the Digital Twin Paradigm
407 a set of cooperating data components, sessions and simulation models 0.1847 Virtualization of Production Using Digital Twin Technology
408 training simulator and further 0.1829 FROM CAD TO PHYSICS-BASED DIGITAL TWIN: FRAMEWORK FOR REAL-TIME SIMULATION OF VIRTUAL PROTOTYPES
409 expected service process parameters 0.182 Prediction maintenance integrated decision-making approach supported by digital twin-driven cooperative awareness and interconnection framework
410 multiphysics, multiscale, and probabilistic simulation 0.181 The role of data fusion in predictive maintenance using digital twin
411 𝑀 workstations on the assembly flow line 0.1756 Optimized throughput improvement of assembly flow line with digital twin online analytics
412 linking product and production twins 0.1751 Challenges and Potentials of Digital Twins and Industry 4.0 in Product Design and Production for High Performance Products
413 Reengineering Aircraft Structural Life Prediction 0.1732 Automatic Generation of a Simulation-Based Digital Twin of an Industrial Process Plant
414 six component systems connected over a network 0.1709 A Digital Twin based Service Oriented Application for a 4.0 Knowledge Navigation in the Smart Factory
415 baseline performance metrics 0.1709 Pharmaceutical quality control laboratory digital twin – A novel governance model for resource planning and scheduling
416 from virtual reality to conditional maintenance 0.1702 Energy-Aware Resources in Digital Twin: The Case of Injection Molding Machines
417 manufacturing 0.1693 The digital twin of an industrial production line within the industry 4.0 concept
418 virtual information constructs 0.1689 A Reference Architecture for Smart Building Digital Twin
419 levels, pressures, flows, water quality, etc 0.1683 Building and exploiting a Digital Twin for the management of drinking water distribution networks
420 corresponding physical entities 0.1679 Data Construction Method for the Applications of Workshop Digital Twin System
421 a PKM 0.1656 Digital Twin Development of HexaFloat, a 6DoF PKM for HIL Tests
422 dimensional modeling, and entity mode 0.1653 Information modeling for cyber-physical production system based on digital twin and AutomationML
423 Internet of Things, automatic control, machine learning, and clustering algorithm 0.1636 Discussion on the New Operation Management Mode of Hydraulic Engineering Based on the Digital Twin Technique
424 mono-rail conveying system with self-propelling shuttles 0.163 Simulation-based Analysis of the Interaction of a Physical and a Digital Twin in a Cyber-Physical Production System
425 agents 0.1625 Operation Procedures of a Work-Center-Level Digital Twin for Sustainable and Smart Manufacturing
426 virtual model 0.1618 Digital Twin-based Cyber Physical System for Sustainable Project Scheduling
427 high value and that has a hard-to-access location 0.1598 On Digital Twin Condition Monitoring Approach for Drivetrains in Marine Applications
428 components and the grade of material 0.159 Digital twin: current scenario and a case study on a manufacturing process
429 rotational moulded polyurethane components 0.1562 Digital Twin of the Polyurethane Rotational Moulding Process
430 power stage, relevant local controllers and a high-level controller 0.1543 Digital Twin Modelling of Ship Power and Propulsion Systems: Application of the Open Simulation Platform (OSP)
431 mirror model 0.1509 Contribution to the development of a Digital Twin based on product lifecycle to support the manufacturing process
432 geometrical 0.1469 Visualising the digital twin using web services and augmented reality
433 Chi-square detector 0.1465 A Game-Theoretic Approach to Secure Estimation and Control for Cyber-Physical Systems with a Digital Twin
434 (3D) 0.1464 The Post-Occupancy Digital Twin: A Quantitative Report on Data Standardisation and Dynamic Building Performance Evaluation
435 load, crack length) vector and one- dimensional-response (SIF 0.1457 Digital twin approach for damage-tolerant mission planning under uncertainty
436 a system’s digital counterpart along its lifecycle 0.1445 Exploring the role of Digital Twin for Asset Lifecycle Management
437 ultra-realistic 0.1444 The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicles
438 finite element calculations 0.144 A digital twin for composite parts manufacturing : Effects of defects analysis based on manufacturing data
439 1497819 0.1417 Digital twin-based WEEE recycling, recovery and remanufacturing in the background of Industry 4.0
440 fine-grained 0.1409 A Digital Twin-Based Multi-modal UI Adaptation Framework for Assistance Systems in Industry 4.0
441 50x35x20 mm to 50 x35x19 mm 0.1404 A Digital Twin for Grinding Wheel: An Information Sharing Platform for Sustainable Grinding Process
442 BIM models are commonly not georeferenced 0.1385 INTEGRATION OF 3D OBJECTS AND TERRAIN FOR 3D MODELLING SUPPORTING THE DIGITAL TWIN
443 multi-physical, multi-scale, and probabilistic simulation model 0.1372 Digital Twin Requirements in the Context of Industry 4.0
444 large-scale 0.1361 A Visionary Model on Blockchain-based Accountability for Secure and Collaborative Digital Twin Environments
445 high quality 3D geometry 0.1336 Petascale Cloud Supercomputing for Terapixel Visualization of a Digital Twin
446 6 0.1331 Digital twin-based designing of the configuration, motion, control, and optimization model of a flow-type smart manufacturing system
447 75 bar to either 65 or 55 bar 0.1322 Holistic Approach to Prolong Giant Onshore Abu Dhabi Gas Field Production Plateau and Optimize CAPEX/OPEX Using an Integrated Asset Model as a Digital Twin
448 effortless integration of data between a physical and virtual machine 0.1313 Digital Twin: Enabling Technologies, Challenges and Open Research
449 five 0.1303 Digital twin-driven system for roller conveyor line: design and control
450 Pavel Pereverzev1, Aleksandra Akintseva1 0.1296 Improvement of the quality of designed cylindrical grinding cycle with traverse feeding based on the use of digital twin options
451 ISO 19030 0.1288 Data-driven ship digital twin for estimating the speed loss caused by the marine fouling
452 JIN LI, DANSHI WANG 0.1283 Digital twin-enabled self-evolved optical transceiver using deep reinforcement learning
453 Jean Bosco Byiringiro1* 0.1246 Development of real-time monitoring and control system for Geothermal drilling by using digital twin technology
454 two-stage detectors and one-stage detectors 0.1215 Sensor Fusion of Camera and Cloud Digital Twin Information for Intelligent Vehicles
455 three-dimensional 0.1172 Digital twin process and simulation operation control technology for intelligent manufacturing unit
456 depending on the number of the parameters to be optimized 0.1152 Digital twin for battery systems: Cloud battery management system with online state-of-charge and state-of-health estimation
457 failure modes 0.1138 DIGITAL TWIN FOR TANK TRACK ELASTOMERS: PREDICTING SELF-HEATING AND DURABILITY
458 data strategy from collecting to the modelling 0.1079 The Importance of Feature Selection Methods for the Error Prediction Process of a Digital Twin
459 a virtual model 0.1074 Reliable Digital Twin for Connected Footballer
460 highest level of large processes and network assets to the lowest level of work instructions 0.1069 Brief Analysis About Digital Twin Supply Chain Model and Application
461 unstructured 3D point clouds 0.1059 Understanding unstructured 3D point clouds for creating digital twin city: An unsupervised hierarchical clustering approach
462 ISO 10303 [27] and ISO 14649 0.1056 Digital Twin-driven smart manufacturing: Connotation, reference model, applications and research issues
463 number of candidate material 0.1043 Digital Twin Driven Green Material Optimal-Selection towards Sustainable Manufacturing
464 a digital replica of real physical installation 0.104 DIGITAL TWIN IN THE ANALYSIS OF A BIG DATA
465 enhancing functionality, integration, robustness 0.1022 A System of Systems Digital Twin to Support Life Time Management and Life Extension of Subsea Production Systems
466 V&V 0.1014 A Methodology for the Experimental Validation of an Aircraft ECS Digital Twin Targeting System Level Diagnostics
467 virtual real-time representation 0.0996 WHAT IS A DIGITAL TWIN? – DEFINITIONS AND INSIGHTS FROM AN INDUSTRIAL CASE STUDY IN TECHNICAL PRODUCT DEVELOPMENT
468 one which creates large value for the operators, making their job easier and safer 0.0991 Seismic RTDT: Real-Time Digital Twin for Boosting Performance of Seismic Operations
469 system-of-systems approach 0.0986 Digital Twin: Empowering Enterprises Towards a System-of-Systems Approach
470 digital replica 0.0961 Digital Twin of Subsea Pipelines: Conceptual Design Integrating IoT, Machine Learning and Data Analytics
471 high dimensionality described by large numbers of equations 0.0951 Reengineering Aircraft Structural Life Prediction Using a Digital Twin
472 in-situ sensor data 0.0932 Toward the digital twin of additive manufacturing: Integrating thermal simulations, sensing, and analytics to detect process faults
473 virtual commissioning, industry 4.0, digitalization, fault injection 0.0926 Fault injection in Digital Twin as a means to test the response to process faults at virtual commissioning
474 production planning, system configuration, maintenance planning, failure prevention 0.0899 FMU-supported simulation for CPS Digital Twin
475 model-based estimation of the characteristic outputs 0.0895 A Digital Twin Approach for Fault Diagnosis in Distributed Photovoltaic Systems
476 crater height and width 0.0891 A molecular dynamics based digital twin for ultrafast laser material removal processes
477 throttle positions, Tr1 and Tr2 0.0854 Design of a Hybrid Digital-Twin Flight Performance Model Through Machine Learning
478 two-dimensional 0.0805 Proposal of Digital Twin Platform Based on 3D Rendering and IIoT Principles Using Virtual / Augmented Reality
479 DTS modeling 0.0792 Equipment energy consumption management in digital twin shop-floor: A framework and potential applications
480 multi-disciplinary, multi-physics, multi-scale and multi-context 0.0787 Consistency retention method for CNC machine tool digital twin model
481 visual, convenient and flexible control of indoor road network and RFID readers 0.0746 DTCluster: A CFSFDP Improved Algorithm for RFID Trajectory Clustering Under Digital-twin Driven
482 three 0.0733 Product Processes based on Digital Twin
483 error metrics 0.0725 Process compensated resonance testing (PCRT) inversion for material characterization and digital twin calibration
484 analysis of very complex systems 0.0692 Faster than real-time simulation of mobile crane dynamics using digital twin concept
485 EV, IGBT converter and a 48 V battery 0.0691 Health monitoring and prognosis of electric vehicle motor using intelligent-digital twin
486 axis or 5-axis 0.0684 Digital Twin for NC Machining Using Complete Process Information Expressed by STEP-NC Standard
487 on the right 0.0661 Towards Digital Twin Implementation for Assessing Production Line Performance and Balancing
488 Linking the sensor data with city model 0.0653 Smart City Platform Enabling Digital Twin
489 open, unified and platform-independent communication standards 0.0636 Machine tool digital twin: Modelling methodology and applications
490 b,c,*, Davis Meikea 0.0621 A digital twin for production planning based on cyber-physical systems: A Case Study for a Cyber-Physical System-Based Creation of a Digital Twin
491 physical data, virtual data and data of their interaction 0.0607 ABOUT A «DIGITAL TWIN» OF A FOOD PRODUCT
492 human-specific smart machine 0.059 Human Digital Twin: Enabling Human-Multi Smart Machines Collaboration
493 augmented reality 0.0589 Towards improving the future of manufacturing through digital twin and augmented reality technologies
494 virtual reality, robot control, mobile networks, network security 0.0558 Prototyping a Digital Twin for Real Time Remote Control Over Mobile Networks: Application of Remote Surgery
495 does not require capital expenditures for implementation 0.0552 Digital Twin for Monitoring of Industrial Multi-Effect Evaporation
496 Qi and Tao 0.0546 A Digital Twin Proof of Concept to Support Machine Prognostics with Low Availability of Run-To-Failure Data
497 Ke Yan1,3(&), Wenjun Xu1,3 0.0538 Digital Twin-Based Energy Modeling of Industrial Robots
498 dynamicity, stochasticity, complex interrelations 0.0535 A Digital Twin-based scheduling framework including Equipment Health Index and Genetic Algorithms
499 physical, digital and virtual model 0.052 Modeling of Digital Twin Workshop Based on Perception Data
500 Conflicts of interest None 0.0511 A digital twin-driven approach for the assembly-commissioning of high precision products
501 9 in an environment where assemblies are individually matched for joining 0.0507 A method for identification and sequence optimisation of geometry spot welds in a digital twin context
502 scalar variables 0.0506 Digital twin and virtual reality: a co-simulation environment for design and assessment of industrial workstations
503 Milan Vathoopan∗ 0.0496 Modular Fault Ascription and Corrective Maintenance Using a Digital Twin
504 Minimal 0.0495 An Architectural Approach for Service Value Creation with the Digital Twin
505 Qing Liu1, 2, a), Bin Liu1, b) 0.0455 A Comparative Study on Digital Twin Models
506 different drawings and natural language 0.0454 Digital Twin for Legacy Systems: Simulation Model Testing and Validation
507 indicators of sensors, history of operations, factory and service configuration 0.0414 Digital Twin of the Oil Well, Based on Data Mining Technologies
508 Virtual, Predictive and Projective twins 0.0412 A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives
509 a virtual model of a physical asset 0.0409 Consistency check to synchronize the Digital Twin of manufacturing automation based on anchor points
510 38, 39 0.0392 Inspection Data to Support a Digital Twin for Geometry Assurance
511 smart farmingAbstract 0.0386 A digital twin for smart farming
512 subjects, objects, attributes, policies and ongoing obligations with decreasing test intervals 0.0379 Using Digital Twin Data for the Attribute-Based Usage Control of Value-Added Networks
513 three 0.0379 DIGITAL TWIN: A HBIM-BASED METHODOLOGY TO SUPPORT PREVENTIVE CONSERVATION OF HISTORIC ASSETS THROUGH HERITAGE SIGNIFICANCE AWARENESS
514 about 11 per million 0.0378 An Investigation of Smart Manufacturing Using Digital Thread and Digital Twin Technology for Enhancement of Product Life Cycle
515 volume, traceability, and consistency 0.0374 Digital Twin Technology for Aquaponics: Towards Optimizing Food Production with Dynamic Data Driven Application Systems
516 three-dimensional coordinate system 0.0327 «Digital Twin» technology in medical information systems
517 a whole unified raft of data 0.0299 Real-Time Production Optimization - Applying a Digital Twin Model to Optimize the Entire Upstream Value Chain
518 heterogeneous systems 0.0263 Data-centric middleware based digital twin platform for dependable cyber-physical systems
519 surveillance, learning, and risk management 0.0246 Simulation-Based Digital Twin Development for Blockchain Enabled End-to-End Industrial Hemp Supply Chain Risk Management
520 product, machine, service, system or another intangible asset 0.0231 Recent and prospective developments in power system control centers: Adapting the digital twin technology for application in power system control centers
521 sensory-motor signal correlations 0.0223 Information Digital Twin—Enabling Agents to Anticipate Changes in Their Tasks
522 high complexity and different configurations 0.0219 From the Cyber-Physical System to the Digital Twin: the process development for behaviour modelling of a Cyber Guided Vehicle in M2M logic
523 high-fidelity 0.0208 Airframe digital twin technology adaptability assessment and technology demonstration
524 X, Y, and Z 0.019 Digital twin for CNC machine tool: modeling and using strategy
525 ballroom scale 0.0183 Approach to the Development and Application of a Digital Thread / Digital Twin Authoritative Truth Source
526 design and development, manufacturing, and in-service monitoring stages 0.0179 Understanding the role of a Digital Twin in Integrated Vehicle Health Management (IVHM)*
527 No. 2017YFE0125300 0.0168 Intelligent Digital Twin-Based Software-Defined Vehicular Networks
528 Realistic digital representations of physical things 0.0168 Analysis of Digital Twin Definition and Its Difference from Simulation Modelling in Practical Application
529 2018R1A4A1059976) 0.0166 Evaluation of Industry 4.0 Data formats for Digital Twin of Optical Components
530 coupled production and financial data streams 0.0125 Representing financial data streams in digital simulations to support data flow design for a future Digital Twin
531 fully-functional 0.0121 A Method for Digital Twin Generation Based on the Aggregation of Information Objects
532 Internet of Things 0.0105 Combination of Digital Twin and Artificial Intelligence in Manufacturing Using Industrial IoT
533 black boxes 0.0098 The use of Digital Twin for predictive maintenance in manufacturing
534 clusters 0.0096 An Ultrafast Crack Growth Lifing Model to Support Digital Twin, Virtual Testing, and Probabilistic Damage Tolerance Applications
535 an analytical model 0.0086 Digital twin based method to monitor and optimize belt conveyor maintenance and operation
536 Figure 16. IGBT temperature prediction for 5hrs Figure 17 0.0082 A Review and Methodology Development for Remaining Useful Life Prediction of Offshore Fixed and Floating Wind turbine Power Converter with Digital Twin Technology Perspective
537 40K+ buses 0.0057 Digital twin framework and its application to power grid online analysis
538 a virtual representation of real world 0.0056 Ant Colony Optimization Algorithm for Industrial Robot Programming in a Digital Twin
539 virtual model 0.0052 Digital Twin concept for smart injection molding
540 renewable energy, large generator, digital twin, simulation platform 0.0031 Challenges of developing a digital twin model of renewable energy generators
541 relatively cheap and light weight 0.0027 Structural Health Management of Damaged Aircraft Structures Using the Digital Twin Concept
542 Boom side (neutral axis 0.0022 Optimal Location of a Fiber-Optic-based sensing net for SHM applications using a digital twin
543 actors and objective 0.0017 Visual validation services with time coordination for senior citizens social events - OldBirds digital twin platform
544 a core component of Industry 4.0 0.0012 The Digital Twin: Realizing the Cyber-Physical Production System for Industry 4.0
545 holistic, multi-level/resolution approach, which includes physical modelling 0.0005 CREATING THE DIGITAL TWIN WITH GENERAL PURPOSE SIMULATION MODELLING TOOLS
546 Negri, Fumagalli and Macchi, 2017 0.0004 A machine state-based Digital Twin development methodology
547 virtual copy 0.0003 Process Parameter Monitoring and Control Using Digital Twin
548 three axis accelerations and angular rates 0.0003 Digital Twin Concept for Aircraft System Failure Detection and Correction
549 “systems of collaborating computational entities 0.0003 Review of digital twin applications in manufacturing
550 either triggered and/or processed by the system or by an actor 0.0001 THE DIGITAL TWIN THEORY - DESIGNING A TEST INFRASTRUCTURE USING SYSML
551 replica of a complete test-bench 0.0001 Digital Twin Real-Time FPGA Implementation for Light Electric Vehicle Propulsion System Using EMR Organization
552 hot spots 0.0001 Fatigue life estimation of hydraulically actuated mobile working machines using Internet of Things and Digital Twin concepts
553 several stages 0.0001 Development and creation a model of a digital twin of the cubepart rectification installation for the separation of a binary water-alcohol mixture
554 equal or larger 0 Digital Twin Approach for Solving Reconfiguration Planning Problems in RMS