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What are characteristics of a ‘Digital Twin’?

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  answer score title
0 Diagnostics, Optimisation and Prediction 0.9881 Digital Twin Applications: Diagnostics, Optimisation and Prediction
1 purity, radioactivity 0.9787 Embedded Digital Twin for ARTI-Type Control of Semi-continuous Production Processes
2 autonomy, fully automation and proactivity 0.9767 A digital twin to train deep reinforcement learning agent for smart manufacturing plants: Environment, interfaces and intelligence
3 composability and augmentation 0.9756 Digital Twin in the IoT context: a survey on technical features, scenarios and architectural models
4 abilities, smart services and evolution 0.9681 Towards a semantic Construction Digital Twin: Directions for future research
5 Values, Challenges and Enablers 0.9671 Digital Twin: Values, Challenges and Enablers From a Modeling Perspective
6 low computational complexity 0.9662 Digital twin-driven joint optimisation of packing and storage assignment in large-scale automated high-rise warehouse product-service system
7 virtual reality mapping and interaction fusion 0.9653 Digital-Twin-Based Job Shop Scheduling Toward Smart Manufacturing
8 low computational complexity and relative high accuracy 0.9551 Optimized throughput improvement of assembly flow line with digital twin online analytics
9 identity, representation, state, behavior and context 0.9521 On Risk of Digital Twin Implementation in Marine Industry: Learning from Aviation Industry
10 process instability and frequent production disturbances 0.9517 Digital twin-based assembly data management and process traceability for complex products
11 polarisation curves and ohmic loss 0.95 Multi-Physics-Resolved Digital Twin of Proton Exchange Membrane Fuel Cells with A Data-Driven Surrogate Model
12 asset integrity monitoring, project planning, and life cycle management 0.948 Digital Twin for the Oil and Gas Industry: Overview, Research Trends, Opportunities, and Challenges
13 capacity and availability 0.9445 Manufacturing Blockchain of Things for the Configuration of a Data-and Knowledge-Driven Digital Twin Manufacturing Cell
14 realtime, high precision, traceability and high integration 0.9436 Digital twin modeling method based on biomimicry for machining aerospace components
15 data management and interactions 0.9409 Digital Twin and CyberGIS for Improving Connectivity and Measuring the Impact of Infrastructure Construction Planning in Smart Cities
16 real-time reflection, interaction/convergence and computing/analytics 0.9258 DT-II:Digital twin enhanced Industrial Internet reference framework towards smart manufacturing
17 Sensors and actuators 0.9234 Digital twin-driven product design framework
18 contact and contactless 0.9222 Digital Twin of Experimental Workplace for Quality Control with Cloud Platform Support
19 Absolute incompleteness and relative completeness 0.9179 Dynamic Analysis of Digital Twin System Based on Five-Dimensional Model
20 multi-source heterogeneity 0.9131 Dynamic Evaluation Method of Machining Process Planning Based on Digital Twin
21 digital replicas of physical objects 0.9069 DIGITAL TWIN OF DISTRIBUTED ENERGY DEVICES
22 virtual simulation model, behavior model and information model 0.9065 Digital Twin-Driven Control Method for Robotic Automatic Assembly System
23 objects, models and data 0.9053 Digital twin process and simulation operation control technology for intelligent manufacturing unit
24 complex product structure and a long life cycle 0.9046 Prediction maintenance integrated decision-making approach supported by digital twin-driven cooperative awareness and interconnection framework
25 accuracy and scalability 0.8958 Challenges in Digital Twin Development for Cyber-Physical Production Systems
26 adaptivity and learning 0.895 Digital twin: current scenario and a case study on a manufacturing process
27 human-computer-interface and (5) analytical unit 0.8933 Why Robots do not matter! Using Digital Twin and Augmented Learning for Continuous Improvement in the context of Manufacturing
28 organizations and people sharing digital artifacts 0.8918 Next Generation Digital Twin: an Ecosystem for Mechatronic Systems?
29 models the robot and its environment 0.8897 Training Robot Manipulation Skills through Practice with Digital Twin of Baxter
30 human/equipment/material/environment 0.8889 Big data driven Hierarchical Digital Twin Predictive Remanufacturing paradigm: Architecture, control mechanism, application scenario and benefits
31 data- driven automated simulation model construction 0.8883 CREATING THE DIGITAL TWIN WITH GENERAL PURPOSE SIMULATION MODELLING TOOLS
32 natural interfaces 0.888 Stages of Design of Digital Twin for Local Enterprise
33 individualization, high efficiency and highly quasi-real 0.8877 An application framework of digital twin and its case study
34 interoperability and platform independence 0.8859 Ubiquitous knowledge empowers the Smart Factory: The impacts of a Service-oriented Digital Twin on enterprises’ performance
35 small geometric details and colors 0.8813 From LiDAR point cloud towards digital twin city: Clustering city objects based on Gestalt principles
36 complexity and overfitting 0.8809 Information-Based Model Discrimination for Digital Twin Behavioral Matching
37 Framework, control approach and implementation 0.8781 Digital twin-based industrial cloud robotics: Framework, control approach and implementation
38 multi-source, multi-dimension and multi-attribute 0.8769 Digital Twin of Solid Rocket Motor, Problem and Challenge
39 hyper realism, computability, controllability, and predictability 0.8736 A Digital-Twin-Assisted Fault Diagnosis Using Deep Transfer Learning
40 accuracy, applicability, and peculiarities 0.873 Application of Digital Twin for Gas Turbine Off-Design Performance and Operation Analyses
41 information visibility and traceability 0.8698 Digital twin-enabled Graduation Intelligent Manufacturing System for fixed-position assembly islands
42 energy-aware look-ahead functionalities 0.8683 Energy-Aware Resources in Digital Twin: The Case of Injection Molding Machines
43 semi-physical simulation and optimization 0.8662 Digital twin-driven rapid reconfiguration of the automated manufacturing system via an open architecture model
44 intelligent systems 0.8655 A Survey on Digital Twin: Definitions, Characteristics, Applications, and Design Implications
45 healthcare and well-being 0.8613 Cardio Twin: A Digital Twin of the human heart running on the edge
46 multi-type, multi-scale and multi-granularity 0.8604 Structural Design of Digital Twin Laboratory Model Based on Instruments Sharing Platform
47 data synchronization and aggregation procedures 0.8594 Digital twin information technology for biomedical data complex representation and processing
48 friction and backlash 0.8574 Digital Twin-Based Optimization for Ultraprecision Motion Systems With Backlash and Friction
49 larger-amount and coupled 0.8532 Data Construction Method for the Applications of Workshop Digital Twin System
50 engine and transmission 0.8518 Digital twin of wheel tractor with automatic gearbox
51 storage allocation optimization, vehicle scheduling, and outbound matching optimization 0.8494 A Digital Twin-Based Approach for Designing and Multi-Objective Optimization of Hollow Glass Production Line
52 manufacturing and manufacturing knowledge management 0.8475 Knowledge-driven digital twin manufacturing cell towards intelligent manufacturing
53 dynamic adjustment, iterative optimization, and closed-loop control 0.8422 Digital twin-based smart production management and control framework for the complex product assembly shop-floor
54 physical objects, virtual objects, and the connection of physical space and virtual space 0.8398 A enhanced interaction framework based on VR, AR and MR in digital twin
55 air quality, temperature, and relative humidity 0.8359 Digital Twin: Vision, Benefits, Boundaries, and Creation for Buildings
56 maintenance, diagnostics and prognostics of equipments 0.8357 Digital twin-driven cyber-physical production system towards smart shop-floor
57 two plugs per cylinder and two ignition distributors 0.8349 Digital Twin and Triple Spark Ignition in Four-Stroke Internal Combustion Engines of Two-Wheelers
58 current data (and service) integration problems 0.8334 SEDIT: Semantic Digital Twin Based on Industrial IoT Data Management and Knowledge Graphs
59 performance, utility and applicability 0.8323 Machine learning based digital twin for dynamical systems with multiple time-scales
60 multiple data sources and modelled processes 0.83 Towards a Digital Twin with Generative Adversarial Network Modelling of Machining Vibration
61 personalized product characteristics 0.8291 Conceptual digital twin modeling based on an integrated five-dimensional framework and TRIZ function model
62 α,R,K, and C 0.8291 Digital Twin Enabled Smart Control Engineering as an Industrial AI: A New Framework and A Case Study
63 physical properties, and 4) mechanical properties 0.8278 Digital Twin-enabled Collaborative Data Management for Metal Additive Manufacturing Systems
64 maximum range and endurance 0.819 Improving Prediction Capability of Quadcopter Through Digital Twin
65 standardized and established technologies and solutions 0.8174 The Digital Twin: Demonstrating the Potential of Real Time Data Acquisition in Production Systems
66 complexity and variability 0.8172 Review of digital twin about concepts, technologies, and industrial applications
67 volume, velocity, variety, and value 0.8169 Event-Driven Online Machine State Decision for Energy-Efficient Manufacturing System Based on Digital Twin Using Max-Plus Algebra
68 conceptualization, examination, and cooperation 0.8148 A Survey Paper on Concept of Digital Twin in Modern Era
69 Perception data and simulation data 0.8124 The Modelling and Using Strategy for The Digital Twin in Process Planning
70 security, integrity and accountability 0.8092 A Visionary Model on Blockchain-based Accountability for Secure and Collaborative Digital Twin Environments
71 techniques, processes, and methods 0.8078 Digital Twin Technology
72 multiple sub-Digital Twins and their relations 0.801 An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System
73 vertical and horizontal integration 0.8009 A six-layer architecture for the digital twin: a manufacturing case study implementation
74 great potential in the field of digi- tal tools 0.7998 Tackling Urban Challenges with Models, Spatial Analysis and Numerical Simulations in Immersive Virtual Environments.
75 cyber–physical integration 0.7987 Digital Twin in Industry: State-of-the-Art
76 people, things, and contexts 0.7987 Dracena: Real-Time Digital Twin Platform
77 increasing intellectual capital 0.7986 Challenges of Digital Twin in High Value Manufacturing
78 appearance and behaviour 0.7974 Digital Twin: Values, Challenges and Enablers
79 smarter drilling, greater field automation or improved safety 0.7959 Digital Twin Technology in the Field Reclaims Offshore Resources
80 system immersion and feeling of presence 0.7936 Application of a Hybrid Digital Twin Concept for Factory Layout Planning
81 real-time data that reflect the physical counterpart 0.7927 Visualisation of the Digital Twin data in manufacturing by using Augmented Reality
82 area, surface signature, or hybrid attitudes 0.7926 A Digital Twin for Integrated Inspection System in Digital Manufacturing
83 manufacturing automation 0.7905 Consistency check to synchronize the Digital Twin of manufacturing automation based on anchor points
84 digital replicas 0.79 Data-driven Digital Twin approach for process optimization: an industry use case
85 artificial intelligent algorithms and multi-criteria decision-making techniques 0.7885 Digital Twin-Based Smart Manufacturing System for Project-Based Organizations: A Conceptual Framework
86 faster prototyping, algorithm design and AI-based augmented engineering 0.7832 AI-Augmented Multi Function Radar Engineering with Digital Twin: Towards Proactivity
87 magnetic flux density and field lines 0.7813 Insights into Digital Twin Based on Finite Element Simulation of a Large Hydro Generator
88 dynamic, continuous evolving and adaptive 0.7796 A System of Systems Digital Twin to Support Life Time Management and Life Extension of Subsea Production Systems
89 on-demand use, dynamic reconfiguration, and platform independence 0.778 Digital Twin Service towards Smart Manufacturing
90 small batch production, long assembly cycle, complicated assembly data and interdisciplinary application 0.7779 A Digital Twin-Based Approach for Quality Control and Optimization of Complex Product Assembly
91 smart mathematical models and smart digital twins 0.7763 Review of modern software complexes and digital twin concept for forecasting emergency situations in oil and gas industry
92 complexity and size 0.774 Closed-loop digital twin system for air cargo load planning operations
93 emerging concepts 0.7728 Digital Thread and Twin for Systems Engineering: EMD to Disposal
94 adaptive UIs 0.7721 A Digital Twin-Based Multi-modal UI Adaptation Framework for Assistance Systems in Industry 4.0
95 actor based simulation driven 0.768 An actor based simulation driven digital twin for analyzing complex business systems
96 specific machines and products 0.7668 Integrating the Digital Twin of the manufacturing system into a decision support system for improving the order management process
97 digitizing elements, processes and systems of physical entities 0.7664 Digital geoTwin Vienna: Towards a Digital Twin City as Geodata Hub
98 establishing relationships between projections by detecting shared data flows 0.7657 A Method for Digital Twin Generation Based on the Aggregation of Information Objects
99 multi-dimensional and multi-modal 0.7565 Data Super-Network Fault Prediction Model and Maintenance Strategy for Mechanical Product Based on Digital Twin
100 dynamic knowledge bases and knowledge-based intelligent skills 0.7543 A data- and knowledge-driven framework for digital twin manufacturing cell
101 digital representations of a physical systems 0.7538 Using Digital Twin Technology to Ensure Data Quality in Transport Systems
102 virtual and real-time integration and real-time interaction 0.7482 A digital twin-based flexible cellular manufacturing for optimization of air conditioner line
103 sensing, networking, to analytics layer 0.7468 From Surveillance to Digital Twin: Challenges and Recent Advances of Signal Processing for the Industrial Internet of Things
104 privacy enhancing toolset functionality 0.7447 A Digital Twin-based Privacy Enhancement Mechanism for the Automotive Industry
105 databases, mathematical models and computational procedures 0.7438 Hierarchy of Human Operator Models for Digital Twin
106 wider time scales and more realistic communication contracts 0.7414 SoC-based Digital Twin of Power System Simulation
107 models, data and simulation 0.7397 DIGITAL TWIN, VIRTUAL REALITY AND SPACE SYNTAX: CIVIC ENGAGEMENT AND DECISION SUPPORT FOR SMART, SUSTAINABLE CITIES.
108 monitoring voltage value and current value 0.7378 A Low Cost Flexible Digital Twin Platform for Spacecraft Lithium-ion Battery Pack Degradation Assessment
109 appearance quality, assembly error, dimensional accuracy, and overall performance 0.7359 A digital twin-driven approach for the assembly-commissioning of high precision products
110 dynamicity, stochasticity, complex interrelations 0.7347 A Digital Twin-based scheduling framework including Equipment Health Index and Genetic Algorithms
111 Hydraulics 0.7323 Using an Advanced Digital Twin to Improve Downhole Pressure Control
112 Heritage documentation, preventive conservation 0.7284 DIGITAL TWIN: A HBIM-BASED METHODOLOGY TO SUPPORT PREVENTIVE CONSERVATION OF HISTORIC ASSETS THROUGH HERITAGE SIGNIFICANCE AWARENESS
113 techniques, engineering product lifecycle management and business innovation 0.7258 A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives
114 high-precision and high-efficiency 0.7191 Digital twin-based smart assembly process design and application framework for complex products and its case study
115 high-fidelity model and bidirectional data connection 0.7168 A Product Quality Monitor Model With the Digital Twin Model and the Stacked Auto Encoder
116 process output, operator productivity, and tooling usage 0.7168 Part data integration in the Shop Floor Digital Twin: Mobile and cloud technologies to enable a manufacturing execution system
117 identical accuracy (C41) or partial accuracy (C42) 0.7156 A Taxonomy of Digital Twins
118 keywords or metadata 0.7141 An appraisal of literature for design and implementation of developing a framework for digital twin and validation through case studies
119 measurements or in other words, analytics 0.7134 Accelerating Biologics Manufacturing by Modeling or: Is Approval under the QbD and PAT Approaches Demanded by Authorities Acceptable without a Digital-Twin?
120 non-invasive and without additional hardware 0.713 Application of Digital Twin Concept in Condition Monitoring for DC-DC Converters
121 technology, effect, and application 0.7126 Revolution on digital twin technology—a patent research approach
122 highlights and limitations 0.7113 Digital twin for battery systems: Cloud battery management system with online state-of-charge and state-of-health estimation
123 realistic behaviour of the bridges as well as future performance 0.709 Digital Twin Models for Maintenance of Cable-Supported Bridges
124 multimodal interactions 0.7075 An ISO/IEEE 11073 Standardized Digital Twin Framework for Health and Well-Being in Smart Cities
125 complexity, depth and range 0.7068 The digital twin of discrete dynamic systems: Initial approaches and future challenges
126 length, width, and height 0.7065 Digital twin-based process reuse and evaluation approach for smart process planning
127 lithium-ion batteries 0.7012 From ROM of Electrochemistry to AI-Based Battery Digital and Hybrid Twin
128 closely associated with the developers of the physical twin 0.701 A Six-Layer Digital Twin Architecture for a Manufacturing Cell
129 root cause analysis and product quality monitoring 0.698 A DIGITAL TWIN FOR ROOT CAUSE ANALYSIS AND PRODUCT QUALITY MONITORING
130 more sensitive to multiple fault conditions 0.6924 Data-driven digital twin technology for optimized control in process systems
131 on-demand service, high scalability and virtualization 0.6889 A Novel Cloud-Based Framework for the Elderly Healthcare Services Using Digital Twin
132 digital replicae of physical assets, process and system 0.6885 Description of the cyclic material behaviour of aluminium wrought alloys as basis for a digital twin
133 virtual substitutes of real world objects 0.6883 Flexible Work Cell Simulator Using Digital Twin Methodology for Highly Complex Systems in Industry 4.0
134 internal hidden features 0.688 Digital Twin of a Research Organization: Approaches and Methods
135 real production and product 0.6869 The logistics network digital twin in view of concept of the non-destructive quality control methods
136 virtual representation of physical asset 0.6855 Enabling technologies and tools for digital twin
137 different safety buffer level parameters 0.6848 Implementation of an IoT- and Cloud-based Digital Twin for Real-Time Decision Support in Port Operations
138 Verifying functionality and suitability 0.684 Unlocking Potentials of Building Energy Systems’ Operational Efficiency: Application of Digital Twin Design for HVAC systems
139 partly centralized and partly decentralized 0.6834 Dynamic digital twin for predictive maintenance in flexible production systems
140 machining accuracy, chip formation and tool wear 0.6817 Digital equipment twin as the basis for the consumer in digital production
141 weight, position, and orientation 0.6811 Cloud-Based Digital Twin for Industrial Robotics
142 digital modeling of physical assets or processes 0.6793 Development of electric vehicle maintenance education ability using digital twin technology and VR
143 real-world economic activities are realistically simulated and represented 0.6778 The Digital Twin of the Economy: Proposed Tool for Policy Design and Evaluation
144 elastic modulus, fatigue coefficient, and stress amplitude 0.6776 Lifespan Prediction Technique for Digital Twin-Based Noise Barrier Tunnels
145 workspace, payload, motion accuracy, dynamic characteristics 0.6771 A Hierarchical Digital Twin Model Framework for Dynamic Cyber-Physical System Design
146 productivity and efficiency 0.6738 A Digital Twin for Grinding Wheel: An Information Sharing Platform for Sustainable Grinding Process
147 a virtual duplicate of a physical system 0.6726 Process Modelling of Geothermal Drilling System Using Digital Twin for Real-Time Monitoring and Control
148 definition phase, project implementation and operation phase 0.6713 Evolution of a Digital Twin for a Steam Cracker
149 ultrarealistic 0.6707 Demonstrated Benefits of a Nascent Digital Twin
150 precise, virtual copies of machines or systems 0.6703 Hardware and Software Infrastructure of Digital Twin Technology
151 fast, noninvasive, reliable, easy-to-use 0.67 Create the Individualized Digital Twin for Noninvasive Precise Pulmonary Healthcare
152 long processing cycles, high accuracy, large parts 0.6697 A Digital Twin-Driven Approach for On-line Controlling Quality of Marine Diesel Engine Critical Parts
153 very efficient 0.6653 Digital Twin - Engineering with the Human Factor in the Loop
154 static model as well as behavior modeled in the simulation controller 0.6631 Simulation-ready digital twin for realtime management of logistics systems
155 fault detection, isolation, and identification 0.6616 Fleet Monitoring and Diagnostics Framework Based on Digital Twin of Aero-Engines
156 citizens and physi-cians 0.6611 The ‘Digital Twin’ to enable the vision of precision cardiology
157 identity, representation, state, behavior and context 0.6595 Systems engineering and digital twin: a vision for the future of cruise ships design, production and operations
158 terrain, existing and planned buildings, tree locations 0.6589 The Digital Twin of the City of Zurich for Urban Planning
159 different types of data have to be stored and linked together in an emerging way 0.6567 Development of a Digital Twin Model for Real-Time Assessment of Collision Hazards
160 reliability and robustness 0.6566 Robust Digital Twin Compositions for Industry 4.0 Smart Manufacturing Systems
161 multifunctionality, integration, intellectualization and environmental friendliness 0.6562 Real-time machining data application and service based on IMT digital twin
162 slightly different phenomena in different areas 0.6558 Digital Twin: Empowering Enterprises Towards a System-of-Systems Approach
163 Table 5Corner crack in a hole material and geometric properties 0.6556 Probabilistic methods for risk assessment of airframe digital twin structures
164 computer-generated (digital) models or simulations 0.6536 ‘MIRROR, MIRROR, ON THE WALL’: ROBOTIC PROCESS AUTOMATION IN THE PUBLIC SECTOR USING A DIGITAL TWIN
165 directions and limitations 0.65 Creating a Digital Twin to the Online Promotion Process for Small Businesses
166 an actual machine and imitating digital model 0.6496 Micro Manufacturing Unit – Creating Digital Twin Objects with Common Engineering Software
167 geometry, material properties, boundary conditions and loads 0.6491 How to tell the difference between a model and a digital twin
168 high quality 3D geometry 0.6487 Petascale Cloud Supercomputing for Terapixel Visualization of a Digital Twin
169 autonomous and smarter 0.6482 Digital Twin as a decision-making tool to opt for the most promising Product Design Strategies in a Circular Economy
170 autonomy, modularity and connectivity 0.6469 On Digital Twin Condition Monitoring Approach for Drivetrains in Marine Applications
171 dynamic, diversity, heterogeneity, and customisation 0.6469 Framework for manufacturing-tasks semantic modelling and manufacturing-resource recommendation for digital twin shop-floor
172 objects with low legal protection and information safety level 0.6465 Industry Practices of Digital Twin Technology Application in the Russian Federation
173 manufacturing service and product service application 0.6462 Application framework of digital twin-driven product smart manufacturing system: A case study of aeroengine blade manufacturing
174 key enablers for smart manufacturing systems 0.6455 A Digital Twin Framework for Performance Monitoring and Anomaly Detection in Fused Deposition Modeling
175 accuracy and adaptiveness 0.6449 A molecular dynamics based digital twin for ultrafast laser material removal processes
176 architecture 0.6424 Digital Twin of manufacturing systems: a case study on increasing the efficiency of reconfiguration
177 product digitization 0.6423 Modeling of Digital Twin Workshop Based on Perception Data
178 increasing computational capacity, broadly applicable sensor technology and ubiquitous network structures 0.64 Industrial IoT integrated with Simulation – A Digital Twin approach to support real-time decision making
179 modifications of the twin’s properties 0.6337 A Distributed Ledger Approach to Digital Twin Secure Data Sharing
180 a replica of the construction along with all physical aspects including deteriorations 0.6333 Monitoring and Inspection Techniques Supporting a Digital Twin Concept in Civil Engineering
181 monitoring functionality 0.6302 Modeling and implementation of a digital twin of material flows based on physics simulation
182 mode switching possibilities and terminal size 0.6278 The Digital Twin concept and its role in reducing uncertainty in synchromodal transport
183 normalized energy consumption 0.6274 Deep Learning for Hybrid 5G Services in Mobile Edge Computing Systems: Learn From a Digital Twin
184 a simulation environment capable of replicating the behaviour of the real system 0.6256 Integration of an energy management tool and digital twin for coordination and control of multi-vector smart energy systems
185 they only capture relevant interdependencies between subsystems 0.6254 WoT Graph as Multiscale Digital-Twin for Cyber-Physical Systems-of-Systems
186 artificial list systems or ESPs 0.6247 Electrical Submersible Pump Digital Twin, the Missing Link for Successful Condition Monitoring and Failure Prediction
187 high complexity 0.6234 Using digital twin for maintenance applications in manufacturing: State of the Art and Gap analysis
188 physical resources, virtual resources, service system, and digital twin data 0.6204 A Digital Twin Concept for Manufacturing Systems
189 multi-source data fusion and management 0.6199 Equipment energy consumption management in digital twin shop-floor: A framework and potential applications
190 the contents on which the systems associated with futuristic manufacturing systems 0.6161 Hidden Markov model-based digital twin construction for futuristic manufacturing systems
191 modularity, connectivity, and autonomy of industrial systems 0.6159 Digital twin and virtual reality: a co-simulation environment for design and assessment of industrial workstations
192 heterogeneous material properties and rough surfaces 0.6157 About a Digital Twin for the Fatigue Approach of Additively Manufactured Components
193 long-term efforts and strategic considerations 0.6125 Digital twin for Advanced Service delivery systems: Opportunities and challenges
194 minimal manual work 0.6092 ADVANTAGES OF A DIGITAL TWIN - BIM 7D - FOR HIGH VOLTAGE SUBSTATION ENGINEERING USING OPTICAL SYMBOL RECOGNITION TECHNOLOGY
195 structural units 0.609 Application of the Digital Twin Concept to Solve the Monitoring Task of Machine-Building Technological Process
196 visual, convenient and flexible control of indoor road network and RFID readers 0.6079 DTCluster: A CFSFDP Improved Algorithm for RFID Trajectory Clustering Under Digital-twin Driven
197 thermal behavior and physical, mechanical, chemical, electrical and organizational processes 0.6063 Digital Twin Reference Model Development to Prevent Operators’ Risk in Process Plants
198 configuration, motion, control, and optimization 0.605 Digital twin-based designing of the configuration, motion, control, and optimization model of a flow-type smart manufacturing system
199 system functions, operating environment, and mission 0.6049 Model-Based Design of Complex Aeronautical Systems Through Digital Twin and Thread Concepts
200 data collection, management, analytics and decision support 0.6047 Developing a City-Level Digital Twin Propositions and a Case Study
201 physics-based models and estimation algorithms 0.6041 A Digital Twin for Operational Evaluation of Vertical Transportation Systems
202 a current bill of resources for cost calculation and a current layout planning state 0.604 A Case Study for a Digital Twin of Body-in-White Production Systems
203 modelling-based method and optimisation-based method 0.6039 Digital twin-driven rapid individualised designing of automated flow-shop manufacturing system
204 virtual representations of physical objects and they can be connected with their physical counterparts 0.6012 Dimensions of Digital Twin Applications - A Literature Review
205 stiffness of parts, locating schemes and weld properties 0.5986 Individualizing Locator Adjustments of Assembly Fixtures Using a Digital Twin
206 includes all the ship’s information 0.598 The “Digital twin”. Digitization process from the point of view of a classification society
207 faster product integration and Industry 4.0 concepts 0.5974 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
208 Internet of Things, automatic control, machine learning, and clustering algorithm 0.5959 Discussion on the New Operation Management Mode of Hydraulic Engineering Based on the Digital Twin Technique
209 the complexity of the system affects the human skill of decision making 0.5944 Modular Fault Ascription and Corrective Maintenance Using a Digital Twin
210 accuracy and promptitude 0.5925 Ontology-based modeling of part digital twin oriented to assembly
211 faulted and fault-free conditions 0.5912 A Digital Twin Approach for Fault Diagnosis in Distributed Photovoltaic Systems
212 a physical space, a digital space and a connection layer 0.5903 Digital Twin Applications: A Review
213 static and dynamic attributes 0.5903 Defining a Digital Twin-based Cyber-Physical Production System for autonomous manufacturing in smart shop floors
214 advanced technologies 0.5901 Towards improving the future of manufacturing through digital twin and augmented reality technologies
215 interfaces to the real building and vice versa 0.5894 A Digital Twin for Directing People Flow in Preserved Heritage Buildings
216 rigorous mathematical models 0.5891 Digital Twin for Monitoring of Industrial Multi-Effect Evaporation
217 clearly versatile 0.5837 Exploring the blue skies potential of digital twin technology for a polar supply and research vessel
218 data cleaning and validation functionalities 0.5829 Seismic RTDT: Real-Time Digital Twin for Boosting Performance of Seismic Operations
219 faster, efficient, safer, and more cost effective 0.5815 Automated Creation of the Pipeline Digital Twin During Construction: Improvement to Construction Quality and Pipeline Integrity
220 material properties and some manufacturing processes such as casting and metal forming 0.5789 Work in Progress: Enable Digital Thread and Digital Twin Learning Envi-ronment for Cybermanufacturing Education
221 digital smart farming 0.5777 A digital twin for smart farming
222 accuracy not complexity 0.5776 Framework for a digital twin in manufacturing: scope and requirements
223 data and information from the whole life cycle of product 0.5731 Digital Twin Data Modeling with AutomationML and a Communication Methodology for Data Exchange
224 scan, modeling and simulation modeling 0.5722 Automatic Generation of Digital Twin ased on Scanning and Object Recognition
225 poor and very poor conditions 0.5717 Development of a bridge maintenance system for prestressed concrete bridges using 3D digital twin model
226 conceptual 0.5708 Design and implementation of a digital twin application for a connected micro smart factory
227 proprietary and necessarily private 0.5707 Extracting Value from Data Using an Industrial Data Platform to Provide a Foundational Digital Twin
228 margins and uncertainties in cost and performance 0.5695 Leveraging Digital Twin Technology in Model-Based Systems Engineering
229 integration and horizontal coordination 0.5685 The architectural framework of a cyber physical logistics system for digital-twin-based supply chain control
230 stable and reasonable evaluation result 0.5672 Digital Twin Driven Green Performance Evaluation Methodology of Intelligent Manufacturing: Hybrid Model Based on Fuzzy Rough-Sets AHP, Multistage Weight Synthesis, and PROMETHEE II
231 big data analytics 0.566 Digital twin-driven manufacturing cyber-physical system for parallel controlling of smart workshop
232 two working modes 0.565 Supporting the Design, Commissioning and Supervision of Smart Factory Components through their Digital Twin
233 advanced concepts and technologies 0.5638 Digital Twin Driven Inclusive Manufacturing Using Emerging Technologies
234 physics-based modeling and experimental data 0.5586 The US Air Force Digital Thread/Digital Twin - Life Cycle Integration and Use of Computational and Experimental Knowledge
235 data and process complexity 0.5566 Toward Digital Twin and Simulation- Driven New Product Development
236 process supervisory and control systems, data bases and historians 0.5565 Digital Twin: An Enabler for New Business Models
237 actual failure conditions and the field visible variables 0.5541 The Development and use of a Digital Twin Model for Tire Touchdown Health Monitoring
238 preferences, skills and experience 0.5495 Intelligent control of an assembly station by integration of a digital twin for employees into the decentralized control system
239 efficient process preview, dynamic equipment modeling and adaptive device controlling 0.5465 Digital twin-enabled self-evolved optical transceiver using deep reinforcement learning
240 anodic and grid 0.5464 Development of digital twin of high frequency generator with self-excitation in Simulink
241 not all of the components are physically implemented is not trivial 0.5457 Deriving a Cost-Effective Digital Twin of an ICS to Facilitate Security Evaluation
242 Different faults 0.5416 IEEE 1451 Smart Sensor Digital Twin Federation for IoT/CPS Research
243 high complexity 0.5392 An architectural approach to process control of gas compressor stations with a low temperature separation gas preparation unit based on a digital twin
244 Temporally segmented daily efficiency metrics 0.539 Smart City Digital Twin–Enabled Energy Management: Toward Real-Time Urban Building Energy Benchmarking
245 wind speed, thrust, tower position, and tower loads 0.5379 Augmented Kalman filter with a reduced mechanical model to estimate tower loads on an onshore wind turbine: a digital twin concept
246 efficient data queries, integrated data processing and interpretation capacities 0.536 Mobile Mapping, Machine Learning and Digital Twin for Road Infrastructure Monitoring and Maintenance: Case Study of Mohammed VI Bridge in Morocco
247 production system optimization 0.5347 The Digital Twin: Realizing the Cyber-Physical Production System for Industry 4.0
248 lifecycle phases 0.5333 WHAT IS A DIGITAL TWIN? – DEFINITIONS AND INSIGHTS FROM AN INDUSTRIAL CASE STUDY IN TECHNICAL PRODUCT DEVELOPMENT
249 it does not get tired or become stagnant 0.531 The digital twin technology and its role in manufacturing
250 innovation, value, and capabilities for systems development 0.5292 The Digital Twin Throughout the SE Lifecycle
251 a framework capable of predicting the most important variables of a physical asset 0.5229 Digital twin of nuclear waste management facilities
252 shorter product life cycles 0.5223 A Survey on the Necessity for a Digital Twin of Production in the Automotive Industry
253 the data does not only flow from the system 0.5207 Towards a digital twin: a hybrid data-driven and mechanistic digital shadow to forecast the evolution of lignocellulosic fermentation
254 real-time process optimization tool 0.5199 Integrating Virtual Reality and Digital Twin in Circular Economy Practices: A Laboratory Application Case
255 multiple virtual entities and environments 0.5179 Characterising the Digital Twin: A systematic literature review
256 large bandwidth overhead 0.517 A Digital Twin Based Industrial Automation and Control System Security Architecture
257 finite elements 0.5139 Mona Lisa’s digital twin: identifying the mechanical properties of the panel combining experimental data and advanced finite-element modelling
258 increases adequacy and validity in decision-making 0.5109 ABOUT A «DIGITAL TWIN» OF A FOOD PRODUCT
259 performance in real time 0.5096 Towards Digital Twin Implementation for Assessing Production Line Performance and Balancing
260 mechanical, thermal and damage behavior 0.5095 DIGITAL TWIN FOR TANK TRACK ELASTOMERS: PREDICTING SELF-HEATING AND DURABILITY
261 a digital replica of physical assets, processes and systems 0.5088 Developing a Dynamic Digital Twin at a Building Level: using Cambridge Campus as Case Study
262 complex models and algorithms 0.5087 Building an organizational digital twin
263 surrogate modeling, statistics optimization, and uncertainty quantification 0.5082 Toward the digital twin of additive manufacturing: Integrating thermal simulations, sensing, and analytics to detect process faults
264 cycle time and ergonomic score 0.5078 The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor
265 an online digital model of the physical system 0.5072 A Game-Theoretic Approach to Secure Estimation and Control for Cyber-Physical Systems with a Digital Twin
266 intelligence 0.507 Challenges of Digital Twin System
267 operation layer, visualization layer, and intelligence layer 0.5058 Concept and Implementation of a Cyber-Physical Digital Twin for a SMT Line
268 virtually shares the same characteristics with its physical counterpart 0.5054 A Digital Twin based Estimation Method for Health Indicators of DC-DC Converters
269 physical product, virtual product and their connection 0.5049 Digital twin enhanced human-machine interaction in product lifecycle
270 the method, and its results and ends with a conclusion 0.503 Digital Twin for Reliability Analysis During Design and Operation of Mechatronic Systems
271 efficiency, reusability, and interoperability 0.5029 A Comparative Study on Digital Twin Models
272 environmental data, vessel position and motions 0.5023 Real-Time Cleaning of Time-Series Data for a Floating System Digital Twin
273 advantages and disadvantages 0.4997 Machine Learning based Digital Twin Framework for Production Optimization in Petrochemical Industry
274 the components can be categorized 0.4985 Digital Twin for Extraction Process Design and Operation
275 spatial-temporal causal interdependencies and dynamic evolution 0.4977 Simulation-Based Digital Twin Development for Blockchain Enabled End-to-End Industrial Hemp Supply Chain Risk Management
276 possible new digital (mission) threads 0.4964 The Digital (Mission) Twin: an Integrating Concept for Future Adaptive Cyber-Physical-Human Systems
277 gamified and game-theoretic approach 0.4956 Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management
278 each type of physics has its own separate model 0.4947 Reengineering Aircraft Structural Life Prediction Using a Digital Twin
279 Validation, testing and training 0.4904 Developing a Digital Twin: The Roadmap for Oil and Gas Optimization
280 machine learning methods 0.4904 Development of digital twin of CNC unit based on machine learning methods.
281 database and the query interface 0.4865 Modular based flexible digital twin for factory design
282 Service-oriented architecture 0.4862 VREDI: virtual representation for a digital twin application in a work-center-level asset administration shell
283 relatively cheap and light weight 0.4841 Structural Health Management of Damaged Aircraft Structures Using the Digital Twin Concept
284 volume, compliance, pressure and flow 0.4806 Synthetic PPG generation from haemodynamic model with baroreflex autoregulation: a Digital twin of cardiovascular system
285 observable properties 0.4802 On the Engineering of IoT-Intensive Digital Twin Software Systems
286 heterogeneous systems 0.4785 A Survey of Digital Twin Technology for PHM
287 pairing digital and physical data combined with predictive analytics and diagnostic messages 0.4755 Drilling Automated Realtime Monitoring Using Digital Twin
288 real-time data, integration, and fidelity 0.475 Digital Twin Requirements in the Context of Industry 4.0
289 more flexible and knowledge-based 0.4741 MES-integrated digital twin frameworks
290 similar mechanical characteristics 0.4735 Development of the simulation model for Digital Twin applications in historical masonry buildings: The integration between numerical and experimental reality
291 mass and stiffness parameters 0.4728 The True Digital Twin Concept for Fatigue Re-Assessment of Marine Structures
292 joint positions, system status, error messages 0.4702 Digital Twin based synchronised control and simulation of the industrial robotic cell using Virtual Reality
293 a PKM [2] necessary for off-shore scaled wind turbines 0.4681 Digital Twin Development of HexaFloat, a 6DoF PKM for HIL Tests
294 physical and numerical models of structural materials at several length scales are constructed and integrated 0.466 A new concept of digital twin of artifact systems: synthesizing monitoring/inspections, physical/numerical models, and social system models
295 NDI and computing hardware 0.463 Towards a Digital Twin for Mitigating Void Formation in Autoclave Composite Parts
296 fog or edge analytics 0.4621 A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance
297 high complexity and different configurations 0.4612 The Digital Twin, Demonstrating the Potentials of Monitoring of Product/Process: a Case Based on an Agile Manufacturing Control Line
298 advanced monitoring, the DS implementation and advanced control 0.4604 Real-Time asset tracking; a starting point for Digital Twin implementation in Manufacturing
299 static and dynamic aspects 0.4587 Synchronizing physical factory and its digital twin through an IIoT middleware: a case study
300 high complexity and different configurations 0.4577 From the Cyber-Physical System to the Digital Twin: the process development for behaviour modelling of a Cyber Guided Vehicle in M2M logic
301 conventional approaches for certification and sustainment 0.4568 The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicles
302 updated and improved 0.456 Research on Application of Digital Twin in Simulation of Equipment Maintenance Support
303 internal exchange, external hot spots, cooling system 0.4528 A digital twin approach to develop a new autonous system able to operate in high temperature environments within industrial plants
304 digital equivalents of physical products, assets, processes, and systems 0.4527 A Unified Digital Twin Framework for Real-time Monitoring and Evaluation of Smart Manufacturing Systems
305 intelligent, integrated and high-speed 0.4526 Digital Twin for Machining Tool Condition Prediction
306 geometric shape model, rules, behavior and other constraints models 0.4526 Modeling of Cyber-Physical Systems and Digital Twin Based on Edge Computing, Fog Computing and Cloud Computing Towards Smart Manufacturing
307 simulated space and physical space 0.4521 Sensor Control in Anti-Submarine Warfare—A Digital Twin and Random Finite Sets Based Approach
308 behaviors and interactions 0.4517 Time series behavior modeling with digital twin for Internet of Vehicles
309 Cost, Time, Quality, and Flexibility levels 0.4512 A Digital Twin for Automated Root-Cause Search of Production Alarms Based on KPIs Aggregated from IoT
310 carbon emission prediction and control methods 0.4506 Digital twin-driven carbon emission prediction and low-carbon control of intelligent manufacturing job-shop
311 administrative and regulatory hurdles 0.4504 Twin tracks: The drive to create a smart digital model of the UK
312 number of candidate material 0.4497 Digital Twin Driven Green Material Optimal-Selection towards Sustainable Manufacturing
313 a set of models from the raw material to a finished product 0.4494 The modelling and operations for the digital twin in the context of manufacturing
314 sustainability-based lifecycle management for railway turnout systems 0.4487 Digital twin aided sustainability-based lifecycle management for railway turnout systems
315 all tasks and information, where information need to be shared with computational devices 0.4458 Integration of a digital twin as human representation in a scheduling procedure of a cyber-physical production system
316 all of the surface component capacity, limitations, and constraints 0.4458 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
317 selection and transfer 0.4441 Pervasive Computing Integrated Discrete Event Simulation for a Hospital Digital Twin
318 inherent level of integration 0.4435 Digital Twin in manufacturing: A categorical literature review and classification
319 Reengineering Aircraft Structural Life Prediction 0.4434 Automatic Generation of a Simulation-Based Digital Twin of an Industrial Process Plant
320 errors in manufacture and the determination of its key characteristics 0.4433 Information model and software architecture for the implementation of the digital twin of the turbine rotor
321 main features and advan-tages 0.4392 Digital Twin Software for Electrical Machines
322 different measures of error would be of interest 0.4378 Digital Twin Based Condition Monitoring of a Knuckle Boom Crane: an Experimental Study
323 Forecasting fluctuations in accuracy, roughness, hardness 0.4377 Designing optimal automatic cycles of round grinding based on the synthesis of digital twin technologies and dynamic programming method
324 Descriptive – visibility of product, device, machine, factory 0.4367 The Digital Twin: Virtual Validation In Electronics Development And Design
325 damage diagnosis, prognosis, and load profile optimization 0.4354 Digital twin approach for damage-tolerant mission planning under uncertainty
326 interacts with the control system to ensure its proper operation 0.4332 On the Implementation of IoT-Based Digital Twin for Networked Microgrids Resiliency Against Cyber Attacks
327 geometry and functionality 0.4321 Development of real-time monitoring and control system for Geothermal drilling by using digital twin technology
328 data-based models 0.4321 SERVICE VALUE CREATION USING A DIGITAL TWIN
329 distinct models and (2) sensing its environment 0.4292 Digital Twin Concepts in Manufacturing Industries - A Literature Review and Avenues for Further Research
330 affects the real copy of the device 0.4286 Proposal of Digital Twin Platform Based on 3D Rendering and IIoT Principles Using Virtual / Augmented Reality
331 all functional features and links with the working elements 0.4285 Digital Twin: Enabling Technologies, Challenges and Open Research
332 using in- plan classes 0.4282 Digital twin-based cyber physical production system architectural framework for personalized production
333 its heart should be an integrated, physicsbased simulation workflow 0.4277 Digital Geometry to Support a Gas Turbine Digital Twin
334 elastic and flexible 0.4275 Digital twin-based WEEE recycling, recovery and remanufacturing in the background of Industry 4.0
335 a lot of digital information that resides in different systems 0.4275 Building and exploiting a Digital Twin for the management of drinking water distribution networks
336 real-time data to support urban decision making and communication 0.427 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
337 cloud computing, big data and mobile Internet 0.4265 Digital-twin-driven geometric optimization of centrifugal impeller with free-form blades for five-axis flank milling
338 cyber physical systems 0.426 Review on the Application of Industry 4.0 Digital Twin Technology to the Quality Management
339 reactive behavior 0.4256 Model-Driven Development of a Digital Twin for Injection Molding
340 product and manufacturing design 0.4249 SMART CITY DEVELOPMENT WITH DIGITAL TWIN TECHNOLOGY
341 diverse data sources 0.4236 Digital Twin Through the Life of a Field
342 faster decision-making 0.4235 Simulation-based Analysis of the Interaction of a Physical and a Digital Twin in a Cyber-Physical Production System
343 the calculated welding temperature Tˆ was compared to a measured probe temperature T 0.4182 Torque-Based Temperature Control in Friction Stir Welding by Using a Digital Twin
344 increases productivity 0.4119 Digital Twin for Legacy Systems: Simulation Model Testing and Validation
345 robustness, computational speed and solution stability as well as the system dynamics 0.409 Digital Twin Modelling of Ship Power and Propulsion Systems: Application of the Open Simulation Platform (OSP)
346 collaborating computational entities 0.4082 Information modeling for cyber-physical production system based on digital twin and AutomationML
347 Monitor geometric and plastic deformation 0.4072 A Review of the Roles of Digital Twin in CPS-based Production Systems
348 coupled production and financial data streams 0.4066 Representing financial data streams in digital simulations to support data flow design for a future Digital Twin
349 a three-dimensional dynamic environment 0.4047 Man, machine and work in a digital twin setup: a case study
350 geometry, dynamics and material properties 0.4047 Digital Twin-driven smart manufacturing: Connotation, reference model, applications and research issues
351 three types of DTs 0.4012 Creating Digital Twin of Processed Surface for Industry 4.0
352 missing elements 0.4 Airframe digital twin technology adaptability assessment and technology demonstration
353 low extensibility for algorithms 0.3997 Digital Twin-Driven Cyber-Physical System for Autonomously Controlling of Micro Punching System
354 accuracy 0.398 Development and creation a model of a digital twin of the cubepart rectification installation for the separation of a binary water-alcohol mixture
355 Hierarchy of systems, subsystems and components 0.3969 Designing a unique Digital Twin for linear infrastructures lifecycle management
356 weakly coupled simulation units 0.3951 Keeping the Digital Twin up-to-date - Process Monitoring to Identify Changes in a Plant
357 game theoretic-based 0.3947 Devising a Game Theoretic Approach to Enable Smart City Digital Twin Analytics
358 ease of use, robust physics and 3D engines 0.3922 Digital Twin: Applying emulation for machine reconditioning
359 continuous monitoring of carotid stenosis/stroke potential 0.3912 A semi-active human digital twin model for detecting severity of carotid stenoses from head vibration—A coupled computational mechanics and computer vision method
360 we may have access to additional tank information 0.3911 Visualising the digital twin using web services and augmented reality
361 efficient and comprehensive 0.3902 Simulation and Digital Twin Based Design of a Production Line: A Case Study
362 damage/defect characteristics 0.39 Digital twin for the structural health management of reusable spacecraft: A case study
363 closely related in their aim and function 0.3896 Comparison of Digital Twin Development in Manufacturing and Maritime Domains
364 a virtual representation of the physical device 0.3876 Internet of Things Ontology for Digital Twin in Cyber Physical Systems
365 maximum traceability and transparency 0.3865 Building a digital twin for additive manufacturing through the exploitation of blockchain: A case analysis of the aircraft industry
366 Realistic digital representations of physical things 0.3856 Analysis of Digital Twin Definition and Its Difference from Simulation Modelling in Practical Application
367 equipment failure and absence of personnel 0.3828 Model construction of planning and scheduling system based on digital twin
368 modelling 0.3819 A case study of digital-twin-modelling analysis on power-plant-performance optimizations
369 reduction of experimental effort required to design and optimise the manufacturing process 0.3807 Digital Twin of the Polyurethane Rotational Moulding Process
370 they are compliant with the AEC industry 0.3753 SPHERE: BIM Digital Twin Platform
371 parametric shape of vessels and reduced order 0.3748 The medical digital twin assisted by Reduced Order Models and Mesh Morphing
372 executablein the sense that they are integrated with the physical twins 0.3735 Supporting Early Phases of Digital Twin Development with Enterprise Modeling and Capability Management: Requirements from Two Industrial Cases
373 product lifecycle and services 0.373 An Architectural Approach for Service Value Creation with the Digital Twin
374 a virtual representation of the real physical system that mirrors its state and behavior 0.373 Digital Twin for Energy Optimization in an SMT-PCB Assembly Line
375 domainspecific representation of the physical vehicle in one front end tool 0.372 TOWARDS A DIGITAL TWIN: HOW THE BLOCKCHAIN CAN FOSTER E/E-TRACEABILITY IN CONSIDERATION OF MODEL-BASED SYSTEMS ENGINEERING
376 large differences in the availability of different systems 0.3719 Digital twin based method to monitor and optimize belt conveyor maintenance and operation
377 a virtual representation of a physical item 0.3718 Usage of Digital Twin Technologies during System Modeling and Testing in Vessel Traffic Services System Project
378 living together 0.3711 Human Digital Twin for Fitness Management
379 uncertainties 0.3703 Digital Twin Enhanced Dynamic Job-Shop Scheduling
380 connectivity, stable data acquisition, and real-time data 0.3652 Contribution to the development of a Digital Twin based on product lifecycle to support the manufacturing process
381 stakeholders, use cases and implementation 0.3646 Architecture of a Digital Twin for Enabling Digital Services for Battery Systems
382 scalability in terms of data collection and model representation, and modularity 0.3637 Integrating the Digital Twin of a Shop Floor Conveyor in the Manufacturing Control System
383 physical–virtual convergence approach 0.3635 A Digital Twin-Based Approach for the Fault Diagnosis and Health Monitoring of a Complex Satellite System
384 connected and synchronized digital replica of physical assets 0.3598 Digital Twin Strategies for SoS 4 Challenges and 4 Architecture Setups for Digital Twins of SoS
385 proactive and cost-effective decisions on an individual aircraft basis 0.3582 Demonstration of an Airframe Digital Twin Framework Using a CF-188 Full-Scale Component Test
386 movements in the ground and play shots 0.3576 Reliable Digital Twin for Connected Footballer
387 the capabilities of virtual representations of components and systems 0.3542 A Requirements Driven Digital Twin Framework: Specification and Opportunities
388 it is connected to the real physical system that it represents 0.3536 Towards Automated 3D reconstruction in SME factories and Digital Twin Model generation
389 all the data required by advanced applications 0.3525 A Reference Architecture for Smart Building Digital Twin
390 important factors for offshore assets are top-side mass and damping 0.349 True Fatigue Life Calculation Using Digital Twin Concept and Operational Modal Analysis
391 hemodynamic and mechanical 0.3486 Methods of computational modeling of coronary heart vessels for its digital twin
392 a physical product, a virtual product, and the linkage between the two 0.3477 TOWARDS AN EQUILIBRIUM MODEL FOR MEASURING THE IMPACT OF DIGITAL TWIN TECHNOLOGY ON ENTERPRISE AGILITY
393 manufacturing 0.3476 The digital twin of an industrial production line within the industry 4.0 concept
394 unpredictable and undesirable emergent behaviors of the complex objects 0.3475 Understanding unstructured 3D point clouds for creating digital twin city: An unsupervised hierarchical clustering approach
395 the most accurate physical representation of the manufacturing process in a model 0.3471 Automated Generation of a Digital Twin Using Scan and Object Detection for Data Acquisition
396 renewable energy, large generator, digital twin, simulation platform 0.3466 Challenges of developing a digital twin model of renewable energy generators
397 cumbersome and costly 0.3463 Brief Analysis About Digital Twin Supply Chain Model and Application
398 vary significantly between the different companies 0.3457 Service Business Model Innovation: the digital twin technology
399 characterization principles 0.3448 Measurement methods to build up the digital optical twin
400 coupling of simulation models and use phase data 0.3445 CONCEPTION OF A DIGITAL TWIN IN MECHANICAL ENGINEERING – A CASE STUDY IN TECHNICAL PRODUCT DEVELOPMENT
401 smart manufacturing; resource allocation; digital twin; dynamic optimization 0.3438 Dynamic resource allocation optimization for digital twin-driven smart shopfloor
402 wind-tunnel measurements 0.3393 Aerodynamic Data Fusion Towards the Digital Twin Paradigm
403 input and output, simulation confidence, sensitivity and simulation precision 0.3392 Research on Digital Twin Technology for Production Line Design and Simulation
404 simulation-oriented closed loop system consisting of physical and digital components 0.337 The Digital Twin – Birth of an Integrated System in the Digital Age
405 virtual reality; crisis management 0.3364 User acceptance of virtual reality technology for practicing digital twin-based crisis management
406 model-based engineering, interactive storytelling 0.3344 Exploiting Digital Twin Technology to Teach Engineering Fundamentals and Afford Real-World Learning Opportunities
407 operations, and sustainment 0.3279 Approach to the Development and Application of a Digital Thread / Digital Twin Authoritative Truth Source
408 additive or hybrid manufacturing tool 0.3269 Industry 4.0 - Digital Twin Applied to Direct Digital Manufacturing
409 assemblies are individually matched for joining 0.3266 A method for identification and sequence optimisation of geometry spot welds in a digital twin context
410 volume, variety and velocity 0.323 Digital Twin-based Smart Building Management and Control Framework
411 all data both from physical space and cyber space 0.3228 Digital Twin-Based Energy Modeling of Industrial Robots
412 non-financial interest 0.3218 Coupled simulation of thermally active building systems to support a digital twin
413 a computer-generated equivalent of a physical system 0.3191 A review on simulation in digital twin for aerospace, manufacturing and robotics
414 a living model of the physical asset or system 0.3144 The role of data fusion in predictive maintenance using digital twin
415 virtual reality, robot control, mobile networks, network security 0.3142 Prototyping a Digital Twin for Real Time Remote Control Over Mobile Networks: Application of Remote Surgery
416 consideration of as-manufactured component geometry 0.3138 On the Effects of Modeling As-Manufactured Geometry: Toward Digital Twin
417 complex morphology and non-homogeneous features 0.3136 Digital Twin: Research Framework to Support Preventive Conservation Policies
418 kinematic and dynamic 0.313 The use of Digital Twin for predictive maintenance in manufacturing
419 intelligent optimization and automation of the energy management and efficiency of the building system 0.3121 The Potential of Digital Twin Model Integrated With Artificial Intelligence Systems
420 volume, traceability, and consistency 0.3078 Digital Twin Technology for Aquaponics: Towards Optimizing Food Production with Dynamic Data Driven Application Systems
421 heterogeneous systems 0.3077 Data-centric middleware based digital twin platform for dependable cyber-physical systems
422 volume, value, variety, and velocity of data 0.3076 Digital Twin and Big Data Towards Smart Manufacturing and Industry 4.0: 360 Degree Comparison
423 replicating the same real world environment was constructed to simulate soil resistance 0.3042 Construction of Digital Twin Geotechnical Resistance Model for Liquefaction Risk Evaluation
424 human robot collaboration 0.3034 Digital twin for adaptation of robots’ behavior in flexible robotic assembly lines
425 integration and convergence into a cyber-physical world of manufacturing 0.3003 Digital Twin for rotating machinery fault diagnosis in smart manufacturing
426 testing changes 0.2998 The role of the Industry 4.0 asset administration shell and the digital twin during the life cycle of a plant
427 established tools, techniques, and playbooks 0.2998 Imagineering on Augmented Reality and Digital Twin for Digital Competence
428 engineering and virtual commissioning tasks as well as the operation of the plant itself 0.2959 Next Generation Digital Twin
429 broad and ambiguous 0.2933 Digital Twin for Cybersecurity Incident Prediction: A Multivocal Literature Review
430 shared understanding of objects, functions and relationships 0.284 FMU-supported simulation for CPS Digital Twin
431 The design and use of equipment are flexible 0.2838 Digital twin-based opti-state control method for a synchronized production operation system
432 technological landscape 0.2829 A Digital Twin Proof of Concept to Support Machine Prognostics with Low Availability of Run-To-Failure Data
433 creates associations 0.2824 Digital twin-driven optimization of gas exchange system of 2-stroke heavy fuel aircraft engine
434 cheaper and repeatable product research 0.282 Product Processes based on Digital Twin
435 mainly found in the area of manufacturing 0.2818 Digital twin for real-time data processing in logistics
436 real time optimization 0.2818 Inspection Data to Support a Digital Twin for Geometry Assurance
437 acoustic, electromagnetic, vibration, power, humidity, and temperature data 0.278 Digital twin of manufacturing systems
438 geometric tolerances and the dimensional tolerances 0.2755 Tolerance Allocation With Simulation-Based Digital Twin for CFRP-Metal Countersunk Bolt Joint
439 having a larger set of stakeholders, or even prioritize the stakeholders 0.273 Evaluation of Industry 4.0 Data formats for Digital Twin of Optical Components
440 leads to added value, and creates new markets 0.271 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
441 reflects a real object, process or system 0.2691 Combination of Digital Twin and Artificial Intelligence in Manufacturing Using Industrial IoT
442 efficient communication, cooperation and management mode 0.2675 From BIM Towards Digital Twin: Strategy and Future Development for Smart Asset Management
443 the robustness of the virtual models 0.267 Digital twin framework and its application to power grid online analysis
444 desired velocity, acceleration, jerk, and higher positional derivatives 0.2668 Realization of the 5-Axis Machine Tool Digital Twin Using Direct Servo Control from CAM
445 virtual and a physical part 0.2646 Digital twin technology – An approach for Industrie 4.0 vertical and horizontal lifecycle integration
446 it provides technical functionality at the type and instance stages of a work center 0.2578 Operation Procedures of a Work-Center-Level Digital Twin for Sustainable and Smart Manufacturing
447 a digital copy of physical world 0.256 The Indicator-Based Evolutionary Algorithm for the Digital Twin
448 six component systems connected over a network 0.2548 A Digital Twin based Service Oriented Application for a 4.0 Knowledge Navigation in the Smart Factory
449 Most of the data, the interpretative analysis, and the model validations 0.2539 Multiphysics Stimulated Simulation Digital Twin Methods for Fleet Management
450 physical object system, network and computing infrastructure 0.2531 IoT-based Mine Ventilation Control System Architecture with Digital Twin
451 numbers of optimization loops 0.2517 Optimization-driven product development to support digital twin creation on the small UAV case study
452 physical laws 0.2505 Digital twin, physics-based model, and machine learning applied to damage detection in structures
453 a digital representation of a physical object 0.2499 Planning Agricultural Core Road Networks Based on a Digital Twin of the Cultivated Landscape
454 indicators of sensors, history of operations, factory and service configuration 0.2488 Digital Twin of the Oil Well, Based on Data Mining Technologies
455 a system’s digital counterpart along its lifecycle 0.2464 Exploring the role of Digital Twin for Asset Lifecycle Management
456 facilitate complex and adaptive decision-making 0.2434 Human Digital Twin: Enabling Human-Multi Smart Machines Collaboration
457 best fit material properties and orientations 0.2405 Process compensated resonance testing (PCRT) inversion for material characterization and digital twin calibration
458 a virtual model of a physical asset 0.2404 RB-FEA Based Digital Twin for Structural Integrity Assessment of Offshore Structures
459 smart manufacturing system; industrial robots 0.2402 Digital twin-enabled reconfigurable modeling for smart manufacturing systems
460 dynamic circulation recommendations or automatic control 0.2391 A Framework of Smart Railway Passenger Station Based on Digital Twin
461 over hyped and few industrial demonstrators shown actual applications of them 0.239 Immersive Applications of Industrial Digital Twins
462 efficiency, agility and sustainability 0.2377 Machine tool digital twin: Modelling methodology and applications
463 a digital representation of a specific physical entity 0.2349 Using Digital Twin Data for the Attribute-Based Usage Control of Value-Added Networks
464 exhaustive physical and functional 0.2345 AN APPROACH FOR THE IMPLEMENTATION OF THE DIGITAL TWIN IN THE AUTOMOTIVE WIRING HARNESS FIELD
465 specific operations on the digital twin are defined and mirrored by corresponding virtual representations 0.2338 Shaping the digital twin for design and production engineering
466 a machine, material, method, measurement and modeling fields 0.2327 Micro Manufacturing Unit and the Corresponding 3D-Model for the Digital Twin
467 combine physical space and information space 0.2312 Monitoring and Warning for Digital Twin-driven Mountain Geological Disaster
468 probabilistic damage tolerance 0.2312 An Ultrafast Crack Growth Lifing Model to Support Digital Twin, Virtual Testing, and Probabilistic Damage Tolerance Applications
469 less sophisticated analyses 0.2312 Is Digital Thread/Digital Twin Affordable? A Systemic Assessment of the Cost of DoD’s Latest Manhattan Project
470 modeled behavior or performance of the asset 0.2289 Finding Meaning, Application for the Much-Discussed Digital Twin
471 Modeling and management of various theoretical and measured data of machined parts 0.2288 The Modeling Method of Digital Twin Models for Machining Parts
472 reallocation of both staff and equipment satisfying better high priority samples 0.2284 Pharmaceutical quality control laboratory digital twin – A novel governance model for resource planning and scheduling
473 physical product, virtual product, and their connections 0.2257 Digital Twin for NC Machining Using Complete Process Information Expressed by STEP-NC Standard
474 consistent and stable environment structures 0.2254 Information Digital Twin—Enabling Agents to Anticipate Changes in Their Tasks
475 unusual structure caused by deployable wings, stabilizer, and propeller 0.2253 Implementation of “Digital Twin” Concept for Modern Project-Based Engineering Education
476 a virtual replica of the hardware that has been successfully constructed 0.2244 A digital twin for rapid qualification of 3D printed metallic components
477 measured data and models of the system 0.2174 Developing a Digital Twin for Floating Production Systems Integrity Management
478 versatile nature and its ability to provide a solution for any given scenario 0.2169 Understanding the role of a Digital Twin in Integrated Vehicle Health Management (IVHM)*
479 data-driven and real-time 0.2165 Preliminary Exploration on Digital Twin for Power Systems: Challenges, Framework, and Applications
480 fuel savings 0.2151 Design of a Hybrid Digital-Twin Flight Performance Model Through Machine Learning
481 large amount of information collected from the on-board sensors 0.2142 Data-driven ship digital twin for estimating the speed loss caused by the marine fouling
482 graphical elements to create 3D models 0.2122 Fault injection in Digital Twin as a means to test the response to process faults at virtual commissioning
483 a virtual model of an asset 0.2043 Digital Twin for Drilling Operations – Towards Cloud-Based Operational Planning
484 small scale mechanical and electrical assets reverse engineering processes 0.2008 Towards the development of a Digital Twin: A comparative study of 3D data acquisition methods for mechanical and electrical assets
485 Simulation and (b) visualization 0.1997 Deep learning-enabled intelligent process planning for digital twin manufacturing cell
486 material and electrolyte 0.1997 Digital Twin-Driven All-Solid-State Battery: Unraveling the Physical and Electrochemical Behaviors
487 pumps, surface lines, choke and BOP, MPD toolkit 0.199 Drilling Digital Twin Success Stories the Last 10 Years
488 several states 0.1959 THE DIGITAL TWIN THEORY - DESIGNING A TEST INFRASTRUCTURE USING SYSML
489 good human–machine interface and platform to realize intelligent algorithm and mixed reality 0.1952 Digital twin-driven system for roller conveyor line: design and control
490 a digital replica (a virtual model) for several hierarchy levels 0.1941 Digital Twin of Experimental Smart Manufacturing Assembly System for Industry 4.0 Concept
491 repeated Bayesian model calibrations 0.1909 The Airframe Digital Twin: Some Challenges to Realization
492 immediate transparency about the harvesting process 0.1897 Business Models for Industrial Smart Services – The Example of a Digital Twin for a Product-Service-System for Potato Harvesting
493 61 states 0.1885 Demonstration of an Industrial Framework for an Implementation of a Process Digital Twin
494 real-timesimulation of a physical asset that uses multiple sources of data 0.1878 Towards a Digital Twin Supporting Risk Based Decision Making for Offshore Installations
495 interacts with the domain knowledge to facilitate product lifecycle management functions 0.1858 A Unified Ontology Namespace for Enterprise Integration a Digital Twin Case Study
496 fundamental integration challenges associated with 3D models and terrain 0.1839 INTEGRATION OF 3D OBJECTS AND TERRAIN FOR 3D MODELLING SUPPORTING THE DIGITAL TWIN
497 their role and real identity 0.1839 Visual validation services with time coordination for senior citizens social events - OldBirds digital twin platform
498 cyber-physical systems 0.1824 C2PS: A Digital Twin Architecture Reference Model for the Cloud-Based Cyber-Physical Systems
499 both a cyber and physical nature 0.1809 Review of digital twin applications in manufacturing
500 some of the capabilities and dependencies 0.1806 A Reconfigurable Modeling Approach for Digital Twin-based Manufacturing System
501 not only the concept of replicating a physical object or a physical process 0.1799 Disrupting rock engineering concepts: is there such a thing as a rock mass digital twin and are machines capable of learning rock mechanics?
502 enhanced ability to diagnose anomalous conditions 0.1756 A Simulation-Based Digital Twin for Model-Driven Health Monitoring and Predictive Maintenance of an Automotive Braking System
503 prevention of substandard products which do not meet quality requirements 0.1749 Improvement of the quality of designed cylindrical grinding cycle with traverse feeding based on the use of digital twin options
504 a selection of the technology elements 0.1738 Digital Twin as Enabler for an Innovative Digital Shopfloor Management System in the ESB Logistics Learning Factory at Reutlingen - University
505 attitude, accelerometer bias and gyroscope bias 0.1608 Digital Twin Concept for Aircraft System Failure Detection and Correction
506 simpler and easier than in the industrial domain 0.16 Digital Twin for Everything: Some Pilot Studies
507 important building blocks 0.1588 Building blocks for a digital twin of additive manufacturing
508 hierarchy, product management and used data categories 0.1581 Classifying Digital Twins: A Three-Dimensional Conceptual Reference Model
509 dynamic activity characteristics along with their execution time and varied resource availability 0.1559 Digital Twin-based Cyber Physical System for Sustainable Project Scheduling
510 product design, smart manufacturing, usage monitoring and maintenance, repair and overhaul 0.1552 Ant Colony Optimization Algorithm for Industrial Robot Programming in a Digital Twin
511 flexibility 0.1527 How to model and implement connections between physical and virtual models for digital twin application
512 prediction, learning, and diagnosis 0.1525 Intelligent Digital Twin-Based Software-Defined Vehicular Networks
513 dynamic performances, higher power density and higher efficiency 0.1517 Health monitoring and prognosis of electric vehicle motor using intelligent-digital twin
514 interfaces, functionality and algorithms 0.1516 Digital twin technology as an instrument for increasing electrical equipment reliability
515 New technologies and innovative concepts 0.148 Digital Twin - Concept of a Continuously Adaptive Power System Mirror
516 Energy 0.1448 Electric Stock Digital Twin in a Subway Traction Power System
517 very accurate with respect to the existing parts 0.1447 Towards a Digital Twin for Cloud Manufacturing: Case Study
518 optimizing maintenance activities and delivering early indication of any potential production issues 0.1412 Real-Time Production Optimization - Applying a Digital Twin Model to Optimize the Entire Upstream Value Chain
519 integrated multi-physics, multiscale, multi-disciplinary attribute 0.1391 Research on the Virtual Reality Synchronization of Workshop Digital Twin
520 lighting 0.1328 Smart City Platform Enabling Digital Twin
521 Building and Application 0.1317 Digital Twin of the Seismogeological Object: Building and Application
522 dynamics of machine components 0.1312 Fatigue life estimation of hydraulically actuated mobile working machines using Internet of Things and Digital Twin concepts
523 a set of cooperating data components, sessions and simulation models 0.131 Virtualization of Production Using Digital Twin Technology
524 flexibility of technical work force training 0.1297 An Investigation of Smart Manufacturing Using Digital Thread and Digital Twin Technology for Enhancement of Product Life Cycle
525 vertically integrated (within an enterprise) and horizontally integrated 0.1258 On the virtual optimization of CAI-CAx loop based on the digital twin: sculpture surface demonstrator
526 autonomous ability, human–computer interaction, modeling and simulation 0.1238 Digital twin for CNC machine tool: modeling and using strategy
527 It builds up a new basis for improvement of power system efficiency and reliability 0.1225 Recent and prospective developments in power system control centers: Adapting the digital twin technology for application in power system control centers
528 component level simulation tool 0.1195 A Methodology for the Experimental Validation of an Aircraft ECS Digital Twin Targeting System Level Diagnostics
529 competing financial interests or personal relationships 0.1187 A knowledge-based Digital Shadow for machining industry in a Digital Twin perspective
530 opportunities are uncovered within the virtual environment 0.114 Understanding Kid´s Digital Twin
531 enables access to use of the individual machines 0.1108 FROM CAD TO PHYSICS-BASED DIGITAL TWIN: FRAMEWORK FOR REAL-TIME SIMULATION OF VIRTUAL PROTOTYPES
532 medium and short term thermal transient loadings together with long term thermal loading 0.1098 A Review and Methodology Development for Remaining Useful Life Prediction of Offshore Fixed and Floating Wind turbine Power Converter with Digital Twin Technology Perspective
533 Comparison between actual acceleration and predicted acceleration 0.108 Digital Twin of Subsea Pipelines: Conceptual Design Integrating IoT, Machine Learning and Data Analytics
534 movement and fixed position of hydraulic cylinders are simulated in a common way 0.1068 Faster than real-time simulation of mobile crane dynamics using digital twin concept
535 thermal capacitances and resistances 0.0941 MV Cable Modeling for Application in the Digital Twin of a Windfarm
536 just the global time and not the time of each entities 0.0926 Improving Process Using Digital Twin: A Methodology for the Automatic Creation of Models
537 significant benefits and advantages 0.0884 The Importance of Feature Selection Methods for the Error Prediction Process of a Digital Twin
538 synchronous simulation tuning 0.0858 Methodology for enabling Digital Twin using advanced physics-based modelling in predictive maintenance
539 which features are extracted from the raw data 0.0756 A digital twin for composite parts manufacturing : Effects of defects analysis based on manufacturing data
540 linking product and production twins into digital production twins 0.0629 Challenges and Potentials of Digital Twins and Industry 4.0 in Product Design and Production for High Performance Products
541 a simulation technique which differs from the traditional ones 0.0562 A machine state-based Digital Twin development methodology
542 With various tools available in the software 0.0557 Process Parameter Monitoring and Control Using Digital Twin
543 virtual shop-floor (VS) 0.0525 Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing
544 maintenance; monitoring sensors 0.0496 Numerical Analysis of the Creep and Shrinkage Experienced in the Sydney Opera House and the Rise of Digital Twin as Future Monitoring Technology
545 Small spikes 0.0485 DIGITAL TWIN IN THE ANALYSIS OF A BIG DATA
546 mathematical interpretations 0.0478 Digital Twin Real-Time FPGA Implementation for Light Electric Vehicle Propulsion System Using EMR Organization
547 quality prediction and prediction of machine condition for preventive maintenance scheduling 0.0474 Digital Twin concept for smart injection molding
548 digitizes and Virtual reality 0.0425 Virtual monitoring method for hydraulic supports based on digital twin theory
549 speed variance and TTC 0.0354 Sensor Fusion of Camera and Cloud Digital Twin Information for Intelligent Vehicles
550 effectiveness 0.0328 Consistency retention method for CNC machine tool digital twin model
551 sensors that were located for load monitoring 0.0266 Optimal Location of a Fiber-Optic-based sensing net for SHM applications using a digital twin
552 the real life application seems to be possible 0.0249 Digital Twin Approach for Solving Reconfiguration Planning Problems in RMS
553 effective 0.0075 The Post-Occupancy Digital Twin: A Quantitative Report on Data Standardisation and Dynamic Building Performance Evaluation
554 equivalent electric heart generator and the of D. Noble computer heart model 0.0052 «Digital Twin» technology in medical information systems