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What are trends in the domain of ‘Digital Twin’?

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  answer score title
0 Diagnostics, Optimisation and Prediction 0.9967 Digital Twin Applications: Diagnostics, Optimisation and Prediction
1 data curation 0.9857 Digital Twin of Experimental Smart Manufacturing Assembly System for Industry 4.0 Concept
2 product individuation 0.9791 Digital twin-based designing of the configuration, motion, control, and optimization model of a flow-type smart manufacturing system
3 big data analytics 0.9752 Visualisation of the Digital Twin data in manufacturing by using Augmented Reality
4 real time optimization 0.9696 Inspection Data to Support a Digital Twin for Geometry Assurance
5 security, integrity and accountability 0.9543 A Visionary Model on Blockchain-based Accountability for Secure and Collaborative Digital Twin Environments
6 Acquisition and Sustainment of warfighting capabilities 0.9528 The US Air Force Digital Thread/Digital Twin - Life Cycle Integration and Use of Computational and Experimental Knowledge
7 parts, operators, capital equipment, and consumables 0.9515 Part data integration in the Shop Floor Digital Twin: Mobile and cloud technologies to enable a manufacturing execution system
8 health and well-being 0.9509 An ISO/IEEE 11073 Standardized Digital Twin Framework for Health and Well-Being in Smart Cities
9 information regarding the material availability 0.9506 Integrating the Digital Twin of the manufacturing system into a decision support system for improving the order management process
10 virtual reality mapping and interaction fusion 0.9497 Digital-Twin-Based Job Shop Scheduling Toward Smart Manufacturing
11 efficiency and reliability 0.9485 Digital twin-based smart assembly process design and application framework for complex products and its case study
12 Simulation results 0.9379 Tolerance Allocation With Simulation-Based Digital Twin for CFRP-Metal Countersunk Bolt Joint
13 blockchain and IIoT integration 0.9356 Manufacturing Blockchain of Things for the Configuration of a Data-and Knowledge-Driven Digital Twin Manufacturing Cell
14 smart production and management 0.9338 Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing
15 digital representations of a physical systems 0.9329 Using Digital Twin Technology to Ensure Data Quality in Transport Systems
16 Service-Oriented Architecture 0.9329 A Digital Twin for Automated Root-Cause Search of Production Alarms Based on KPIs Aggregated from IoT
17 distributed energy sources 0.9296 DIGITAL TWIN OF DISTRIBUTED ENERGY DEVICES
18 corrective maintenance 0.9293 Modular Fault Ascription and Corrective Maintenance Using a Digital Twin
19 3D models 0.9291 Digital Twin: Values, Challenges and Enablers From a Modeling Perspective
20 Three-dimensional modeling 0.9212 Digital Twin and CyberGIS for Improving Connectivity and Measuring the Impact of Infrastructure Construction Planning in Smart Cities
21 asset integrity monitoring, project planning, and life cycle management 0.9203 Digital Twin for the Oil and Gas Industry: Overview, Research Trends, Opportunities, and Challenges
22 business development and digital technologies 0.9184 The logistics network digital twin in view of concept of the non-destructive quality control methods
23 economic globalization and mass customization 0.9117 How to model and implement connections between physical and virtual models for digital twin application
24 model-based engineering, interactive storytelling 0.9106 Exploiting Digital Twin Technology to Teach Engineering Fundamentals and Afford Real-World Learning Opportunities
25 historical data and ML analytics models 0.8995 A Digital Twin-based Privacy Enhancement Mechanism for the Automotive Industry
26 product and manufacturing design 0.8994 SMART CITY DEVELOPMENT WITH DIGITAL TWIN TECHNOLOGY
27 manufacturing 0.8984 Digital Twin-enabled Collaborative Data Management for Metal Additive Manufacturing Systems
28 uncertainties 0.8979 Digital Twin Enhanced Dynamic Job-Shop Scheduling
29 time and computational e ort 0.8942 Flexible Work Cell Simulator Using Digital Twin Methodology for Highly Complex Systems in Industry 4.0
30 model discrepancy and prognosis 0.894 Digital twin, physics-based model, and machine learning applied to damage detection in structures
31 predictive maintenance 0.8884 Unlocking Potentials of Building Energy Systems’ Operational Efficiency: Application of Digital Twin Design for HVAC systems
32 Smart Buildings and Smart Cities 0.8876 A Reference Architecture for Smart Building Digital Twin
33 data fusion 0.8845 The role of data fusion in predictive maintenance using digital twin
34 natural interfaces 0.8827 Stages of Design of Digital Twin for Local Enterprise
35 architecture and urban planning 0.8817 Designing a unique Digital Twin for linear infrastructures lifecycle management
36 Human Computer Interfaces 0.8816 Digital Twin Data Modeling with AutomationML and a Communication Methodology for Data Exchange
37 Idle, Working, Energy Saving and Fault mode 0.8807 FMU-supported simulation for CPS Digital Twin
38 smart manufacturing is driven by the big data 0.8798 Digital Twin in Industry: State-of-the-Art
39 digitizing elements, processes and systems of physical entities 0.8764 Digital geoTwin Vienna: Towards a Digital Twin City as Geodata Hub
40 science and technology 0.8761 Research on Digital Twin Technology for Production Line Design and Simulation
41 Energy-aware resources 0.8702 Energy-Aware Resources in Digital Twin: The Case of Injection Molding Machines
42 estimation of production 0.8694 The Indicator-Based Evolutionary Algorithm for the Digital Twin
43 opportunities, risks, cost-effectiveness or business models 0.8683 Dimensions of Digital Twin Applications - A Literature Review
44 personalized product manufacturing 0.8674 Digital twin-enabled Graduation Intelligent Manufacturing System for fixed-position assembly islands
45 identity, representation, state, behavior and context 0.8662 On Risk of Digital Twin Implementation in Marine Industry: Learning from Aviation Industry
46 energy and resource efficiency 0.866 A Digital Twin for Grinding Wheel: An Information Sharing Platform for Sustainable Grinding Process
47 Sensors and actuators 0.8605 Digital twin-driven product design framework
48 machine learning methods 0.8588 Development of digital twin of CNC unit based on machine learning methods.
49 physical and digital worlds 0.8583 Integrating Virtual Reality and Digital Twin in Circular Economy Practices: A Laboratory Application Case
50 models, data and simulation 0.8537 DIGITAL TWIN, VIRTUAL REALITY AND SPACE SYNTAX: CIVIC ENGAGEMENT AND DECISION SUPPORT FOR SMART, SUSTAINABLE CITIES.
51 recycling and remanufacturing operations 0.8522 Digital twin-based WEEE recycling, recovery and remanufacturing in the background of Industry 4.0
52 information and communication technologies 0.8452 A Unified Digital Twin Framework for Real-time Monitoring and Evaluation of Smart Manufacturing Systems
53 accuracy, applicability, and peculiarities 0.84 Application of Digital Twin for Gas Turbine Off-Design Performance and Operation Analyses
54 language and mapping strategies 0.8389 A Comparative Study on Digital Twin Models
55 electric drive trains and connected mobility concepts 0.8361 Architecture of a Digital Twin for Enabling Digital Services for Battery Systems
56 optimization algorithms and machine learning algorithms 0.8338 Deep Learning for Hybrid 5G Services in Mobile Edge Computing Systems: Learn From a Digital Twin
57 simulation model 0.8323 The role of the Industry 4.0 asset administration shell and the digital twin during the life cycle of a plant
58 Serviceability, intelligence and sustainable 0.8313 Modeling of Digital Twin Workshop Based on Perception Data
59 maintenance, diagnostics and prognostics of equipments 0.8307 Digital twin-driven cyber-physical production system towards smart shop-floor
60 mathematics, technology and above all sufficient computing power 0.8302 Virtualization of Production Using Digital Twin Technology
61 physical objects, virtual objects, and the connection of physical space and virtual space 0.8274 A enhanced interaction framework based on VR, AR and MR in digital twin
62 Hydraulics 0.8265 Using an Advanced Digital Twin to Improve Downhole Pressure Control
63 nature cyber and physical 0.8264 Review of digital twin applications in manufacturing
64 hyperautomation, autonomous things, transparency and traceability 0.8243 Industry Practices of Digital Twin Technology Application in the Russian Federation
65 system immersion and feeling of presence 0.8113 Application of a Hybrid Digital Twin Concept for Factory Layout Planning
66 case studies 0.8093 An appraisal of literature for design and implementation of developing a framework for digital twin and validation through case studies
67 advanced simulations 0.8084 A Digital Twin-based scheduling framework including Equipment Health Index and Genetic Algorithms
68 System Modeling and Testing 0.8071 Usage of Digital Twin Technologies during System Modeling and Testing in Vessel Traffic Services System Project
69 complexity and variability 0.8067 Review of digital twin about concepts, technologies, and industrial applications
70 root cause analysis and product quality monitoring 0.8055 A DIGITAL TWIN FOR ROOT CAUSE ANALYSIS AND PRODUCT QUALITY MONITORING
71 hyper realism, computability, controllability, and predictability 0.8043 A Digital-Twin-Assisted Fault Diagnosis Using Deep Transfer Learning
72 health and RUL 0.8033 Health monitoring and prognosis of electric vehicle motor using intelligent-digital twin
73 productivity, performance, and predictability 0.798 Building an organizational digital twin
74 precision cardiology 0.7979 The ‘Digital Twin’ to enable the vision of precision cardiology
75 system ullage and bottlenecks 0.796 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
76 lack of accurate, unified definition and description 0.7932 An application framework of digital twin and its case study
77 increasing digitalization and automation 0.7932 Real-Time Production Optimization - Applying a Digital Twin Model to Optimize the Entire Upstream Value Chain
78 real-time production monitoring, simulation analysis, and feedback control of physical systems 0.792 Event-Driven Online Machine State Decision for Energy-Efficient Manufacturing System Based on Digital Twin Using Max-Plus Algebra
79 product design and service 0.7915 Man, machine and work in a digital twin setup: a case study
80 low temporal and spatial scales and high pressure and temperature 0.7908 A molecular dynamics based digital twin for ultrafast laser material removal processes
81 modern industrial economy 0.7895 SEDIT: Semantic Digital Twin Based on Industrial IoT Data Management and Knowledge Graphs
82 real-time process optimization, process monitoring, and prediction of quality defects 0.7885 Digital Twin concept for smart injection molding
83 application scenarios 0.7877 Digital Twin-driven smart manufacturing: Connotation, reference model, applications and research issues
84 data fusion and analysis 0.7873 Enabling technologies and tools for digital twin
85 big data analytics 0.7846 Digital twin-driven manufacturing cyber-physical system for parallel controlling of smart workshop
86 large middleware development 0.7821 Digital Twin in the IoT context: a survey on technical features, scenarios and architectural models
87 monitoring, optimization, prognostics and diagnostics 0.7813 Demonstration of an Industrial Framework for an Implementation of a Process Digital Twin
88 construction, running, and optimization 0.7801 Digital twin-based smart production management and control framework for the complex product assembly shop-floor
89 smart manufacturing 0.7782 Digital twin enhanced human-machine interaction in product lifecycle
90 method, material, machine, man, environment 0.7772 Review on the Application of Industry 4.0 Digital Twin Technology to the Quality Management
91 parameters, preconditions, and effects 0.7769 Cloud-Based Digital Twin for Industrial Robotics
92 smarter drilling, greater field automation or improved safety 0.774 Digital Twin Technology in the Field Reclaims Offshore Resources
93 smart and connected shop–floors 0.7706 A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives
94 domain knowledge and computational time 0.7682 On Digital Twin Condition Monitoring Approach for Drivetrains in Marine Applications
95 central technological enablers 0.7667 Digital Twin: Empowering Enterprises Towards a System-of-Systems Approach
96 uncertainty and reliability estimates 0.7616 On the Effects of Modeling As-Manufactured Geometry: Toward Digital Twin
97 real-time data collection 0.756 Dynamic Evaluation Method of Machining Process Planning Based on Digital Twin
98 global optimization, robustness, process resilience and plant sustainability 0.7488 Embedded Digital Twin for ARTI-Type Control of Semi-continuous Production Processes
99 active data acquisition 0.7432 An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System
100 wider time scales and more realistic communication contracts 0.7424 SoC-based Digital Twin of Power System Simulation
101 monitoring voltage value and current value 0.7401 A Low Cost Flexible Digital Twin Platform for Spacecraft Lithium-ion Battery Pack Degradation Assessment
102 time of its creation or modification 0.7324 Digital twin information technology for biomedical data complex representation and processing
103 privacy and ownership 0.729 Leveraging Digital Twin Technology in Model-Based Systems Engineering
104 potato harvesting 0.7274 Business Models for Industrial Smart Services – The Example of a Digital Twin for a Product-Service-System for Potato Harvesting
105 architectural approach 0.7273 An architectural approach to process control of gas compressor stations with a low temperature separation gas preparation unit based on a digital twin
106 power system monitoring and control systems 0.7259 Recent and prospective developments in power system control centers: Adapting the digital twin technology for application in power system control centers
107 different production processes 0.7258 Application of the Digital Twin Concept to Solve the Monitoring Task of Machine-Building Technological Process
108 different separated disciplines 0.7256 Challenges and Potentials of Digital Twins and Industry 4.0 in Product Design and Production for High Performance Products
109 physics-based system modeling and distributed real-time process data 0.7253 A Digital Twin-Based Approach for Designing and Multi-Objective Optimization of Hollow Glass Production Line
110 system dynamics modeling 0.7247 The Digital (Mission) Twin: an Integrating Concept for Future Adaptive Cyber-Physical-Human Systems
111 energy and resource efficiency, shorten time-to-market, enhanced flexibility 0.7236 A machine state-based Digital Twin development methodology
112 Integration of anomaly detection algorithm data 0.7234 Digital Twin Reference Model Development to Prevent Operators’ Risk in Process Plants
113 physics-based models and estimation algorithms 0.7186 A Digital Twin for Operational Evaluation of Vertical Transportation Systems
114 limited buffer and multiple entries 0.7173 Digital twin-driven rapid reconfiguration of the automated manufacturing system via an open architecture model
115 frictioncalculations and hook load 0.7159 Drilling Automated Realtime Monitoring Using Digital Twin
116 CPS and IoT 0.7146 Internet of Things Ontology for Digital Twin in Cyber Physical Systems
117 data and interfacing communications 0.7143 A digital twin to train deep reinforcement learning agent for smart manufacturing plants: Environment, interfaces and intelligence
118 diverse data sources 0.7077 Digital Twin Through the Life of a Field
119 healthcare and well-being 0.7076 Cardio Twin: A Digital Twin of the human heart running on the edge
120 integrating dynamic and static data 0.7058 Dynamic digital twin for predictive maintenance in flexible production systems
121 probabilistic diagnosis, prognosis, and load profile optimization 0.7052 Digital twin approach for damage-tolerant mission planning under uncertainty
122 structure monitoring, lifetime forecasting, in-time manufacturing 0.7012 The digital twin of discrete dynamic systems: Initial approaches and future challenges
123 dash boarding and failure detection 0.6978 Service Business Model Innovation: the digital twin technology
124 state observers or state estimators 0.6919 Seismic RTDT: Real-Time Digital Twin for Boosting Performance of Seismic Operations
125 structural health monitoring of spacecraft 0.6883 A Survey of Digital Twin Technology for PHM
126 decision analysis 0.6878 Digital twin process and simulation operation control technology for intelligent manufacturing unit
127 increasing of productivity and improving of the quality 0.6853 The Digital Twin, Demonstrating the Potentials of Monitoring of Product/Process: a Case Based on an Agile Manufacturing Control Line
128 databases, mathematical models and computational procedures 0.6826 Hierarchy of Human Operator Models for Digital Twin
129 standardized and established technologies and solutions 0.6818 The Digital Twin: Demonstrating the Potential of Real Time Data Acquisition in Production Systems
130 spatial reasoning 0.6778 Training Robot Manipulation Skills through Practice with Digital Twin of Baxter
131 InternalLinks 0.6775 Information modeling for cyber-physical production system based on digital twin and AutomationML
132 administrative and regulatory hurdles 0.6736 Twin tracks: The drive to create a smart digital model of the UK
133 conceptual 0.6735 Design and implementation of a digital twin application for a connected micro smart factory
134 in- plan classes 0.6683 Digital twin-based cyber physical production system architectural framework for personalized production
135 state estimation and parameter identification algorithms 0.6678 Digital twin for battery systems: Cloud battery management system with online state-of-charge and state-of-health estimation
136 Geometry Model, Behaviour Model and Context Model 0.6676 Digital twin modeling method based on biomimicry for machining aerospace components
137 tools 0.6665 Digital Twin Strategies for SoS 4 Challenges and 4 Architecture Setups for Digital Twins of SoS
138 fuel supply (Trottle opening, %) and load on the hook 0.666 Digital twin of wheel tractor with automatic gearbox
139 emerging concepts 0.6656 Digital Thread and Twin for Systems Engineering: EMD to Disposal
140 Operational dataEvents history 0.6641 Electrical Submersible Pump Digital Twin, the Missing Link for Successful Condition Monitoring and Failure Prediction
141 conceptual design, elaborate design and finalized design 0.6607 Modular based flexible digital twin for factory design
142 Conventional Model-based PF Analysis 0.6575 Preliminary Exploration on Digital Twin for Power Systems: Challenges, Framework, and Applications
143 heterogeneous sources 0.6567 Consistency check to synchronize the Digital Twin of manufacturing automation based on anchor points
144 participative and collaborative plan- ning processes 0.6549 Tackling Urban Challenges with Models, Spatial Analysis and Numerical Simulations in Immersive Virtual Environments.
145 efficient process preview, dynamic equipment modeling and adaptive device controlling 0.6548 Digital twin-enabled self-evolved optical transceiver using deep reinforcement learning
146 systolic and diastolic gains 0.6543 Synthetic PPG generation from haemodynamic model with baroreflex autoregulation: a Digital twin of cardiovascular system
147 assembly process design, casting process design 0.653 Digital twin-based process reuse and evaluation approach for smart process planning
148 explicit, semantic and formal conceptualizations of concepts 0.6527 A Review of the Roles of Digital Twin in CPS-based Production Systems
149 different measures of error would be of interest 0.6527 Digital Twin Based Condition Monitoring of a Knuckle Boom Crane: an Experimental Study
150 smartening our cities 0.652 Developing a City-Level Digital Twin Propositions and a Case Study
151 Vision Impairment of the worker 0.6519 A Digital Twin-Based Multi-modal UI Adaptation Framework for Assistance Systems in Industry 4.0
152 transportation electrification 0.6492 On the Implementation of IoT-Based Digital Twin for Networked Microgrids Resiliency Against Cyber Attacks
153 physical laws of the FSW process 0.6471 Torque-Based Temperature Control in Friction Stir Welding by Using a Digital Twin
154 cybersecurity 0.6448 Digital Twin for Cybersecurity Incident Prediction: A Multivocal Literature Review
155 Web Services and Augmented RealityAbstract 0.6406 Visualising the digital twin using web services and augmented reality
156 interoperability using ontology layers 0.6373 Towards a semantic Construction Digital Twin: Directions for future research
157 data science and definition 0.6358 How to tell the difference between a model and a digital twin
158 physical and virtual entities 0.6352 Characterising the Digital Twin: A systematic literature review
159 modifications of the twin’s properties 0.6351 A Distributed Ledger Approach to Digital Twin Secure Data Sharing
160 Cyber-physical systems 0.632 Modeling of Cyber-Physical Systems and Digital Twin Based on Edge Computing, Fog Computing and Cloud Computing Towards Smart Manufacturing
161 monitoring and documenting heritage buildings 0.6286 Numerical Analysis of the Creep and Shrinkage Experienced in the Sydney Opera House and the Rise of Digital Twin as Future Monitoring Technology
162 augmented reality technologies 0.6284 Towards improving the future of manufacturing through digital twin and augmented reality technologies
163 material properties and some manufacturing processes such as casting and metal forming 0.6279 Work in Progress: Enable Digital Thread and Digital Twin Learning Envi-ronment for Cybermanufacturing Education
164 Concrete alignment, distortion and flatness inspection 0.6213 Mobile Mapping, Machine Learning and Digital Twin for Road Infrastructure Monitoring and Maintenance: Case Study of Mohammed VI Bridge in Morocco
165 special characteristics of petrochemical production 0.6148 Machine Learning based Digital Twin Framework for Production Optimization in Petrochemical Industry
166 non-linear, combined and difficult to be predicted 0.6139 Monitoring and Inspection Techniques Supporting a Digital Twin Concept in Civil Engineering
167 loading data, visualization and editing 0.6136 Proposal of Digital Twin Platform Based on 3D Rendering and IIoT Principles Using Virtual / Augmented Reality
168 topics like condition monitoring and predictive maintenance 0.6134 Integration of a digital twin as human representation in a scheduling procedure of a cyber-physical production system
169 multiple data sources and modelled processes 0.6097 Towards a Digital Twin with Generative Adversarial Network Modelling of Machining Vibration
170 optimization of energy consumption 0.6092 Digital Twin Driven Green Performance Evaluation Methodology of Intelligent Manufacturing: Hybrid Model Based on Fuzzy Rough-Sets AHP, Multistage Weight Synthesis, and PROMETHEE II
171 lifecycle management and product development and manufacturing 0.6073 Digital Twin Concepts in Manufacturing Industries - A Literature Review and Avenues for Further Research
172 data analysis and a better overview to be gained through visualization 0.6059 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
173 various design strategies coupled with a specific business/service model 0.6054 Digital Twin as a decision-making tool to opt for the most promising Product Design Strategies in a Circular Economy
174 to build systems and approaches 0.6053 Digital Twin: Values, Challenges and Enablers
175 product management, shop floor and production management 0.6007 Digital twin for real-time data processing in logistics
176 sensing, networking, to analytics layer 0.6002 From Surveillance to Digital Twin: Challenges and Recent Advances of Signal Processing for the Industrial Internet of Things
177 real-time monitoring 0.5968 Towards a digital twin: a hybrid data-driven and mechanistic digital shadow to forecast the evolution of lignocellulosic fermentation
178 domainspecific representation of the physical vehicle in one front end tool 0.5937 TOWARDS A DIGITAL TWIN: HOW THE BLOCKCHAIN CAN FOSTER E/E-TRACEABILITY IN CONSIDERATION OF MODEL-BASED SYSTEMS ENGINEERING
179 similarities and differences in terms of design, implementation and real-world impact 0.5933 Comparison of Digital Twin Development in Manufacturing and Maritime Domains
180 students are familiar 0.5927 Micro Manufacturing Unit – Creating Digital Twin Objects with Common Engineering Software
181 time evolution of a large number of variables 0.5898 From ROM of Electrochemistry to AI-Based Battery Digital and Hybrid Twin
182 research direction and manufacturing innovation 0.5878 The Modelling and Using Strategy for The Digital Twin in Process Planning
183 virtual-real dualreflection 0.5867 Digital Twin and Big Data Towards Smart Manufacturing and Industry 4.0: 360 Degree Comparison
184 application to power grid online analysis 0.5863 Digital twin framework and its application to power grid online analysis
185 process instability and frequent production disturbances 0.5839 Digital twin-based assembly data management and process traceability for complex products
186 rigorous mathematical models 0.5823 Digital Twin for Monitoring of Industrial Multi-Effect Evaporation
187 Heritage documentation, preventive conservation 0.5799 DIGITAL TWIN: A HBIM-BASED METHODOLOGY TO SUPPORT PREVENTIVE CONSERVATION OF HISTORIC ASSETS THROUGH HERITAGE SIGNIFICANCE AWARENESS
188 multi-timescale dynamical system 0.5767 Machine learning based digital twin for dynamical systems with multiple time-scales
189 magnetic flux density and field lines 0.5756 Insights into Digital Twin Based on Finite Element Simulation of a Large Hydro Generator
190 total factor awareness environment 0.575 Prediction maintenance integrated decision-making approach supported by digital twin-driven cooperative awareness and interconnection framework
191 forecast seismic wave changes, and the production of simulation and test results 0.5728 Construction of Digital Twin Geotechnical Resistance Model for Liquefaction Risk Evaluation
192 heart diseases 0.5702 Methods of computational modeling of coronary heart vessels for its digital twin
193 real-time 0.5698 Development of a Digital Twin Model for Real-Time Assessment of Collision Hazards
194 heat price and electricity price on the market 0.5693 A case study of digital-twin-modelling analysis on power-plant-performance optimizations
195 any and all data types 0.5659 Extracting Value from Data Using an Industrial Data Platform to Provide a Foundational Digital Twin
196 continuous monitoring of carotid stenosis/stroke potential 0.5657 A semi-active human digital twin model for detecting severity of carotid stenoses from head vibration—A coupled computational mechanics and computer vision method
197 appropriate parameters for scale-up or scale-down 0.5657 Digital Twin for Extraction Process Design and Operation
198 real physical world and visual digital world 0.5628 Drilling Digital Twin Success Stories the Last 10 Years
199 fog or edge analytics 0.5625 A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance
200 capability design and context-based adjustment of IS 0.5619 Supporting Early Phases of Digital Twin Development with Enterprise Modeling and Capability Management: Requirements from Two Industrial Cases
201 paradigm of modeling 0.5616 Digital Twin of a Research Organization: Approaches and Methods
202 all data both from physical space and cyber space 0.5535 Digital Twin-Based Energy Modeling of Industrial Robots
203 knowledge-driven framework 0.5525 A data- and knowledge-driven framework for digital twin manufacturing cell
204 design, manufacturing, inspection, logistics 0.547 Digital Twin Driven Inclusive Manufacturing Using Emerging Technologies
205 introduction of AI tools 0.5461 Contribution to the development of a Digital Twin based on product lifecycle to support the manufacturing process
206 heterogeneous material properties and rough surfaces 0.5452 About a Digital Twin for the Fatigue Approach of Additively Manufactured Components
207 benchmarking against the actual part geometry specified in the G-code 0.5436 Toward the digital twin of additive manufacturing: Integrating thermal simulations, sensing, and analytics to detect process faults
208 tasks and dependencies 0.5428 Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management
209 physical–virtual convergence approach 0.5416 A Digital Twin-Based Approach for the Fault Diagnosis and Health Monitoring of a Complex Satellite System
210 increased knowledge of past operations would greatly assist decision making today 0.5411 Digital twin of nuclear waste management facilities
211 struggling with inefficient work and an increasing flood of data 0.5409 ‘MIRROR, MIRROR, ON THE WALL’: ROBOTIC PROCESS AUTOMATION IN THE PUBLIC SECTOR USING A DIGITAL TWIN
212 high complexity and different configurations 0.5365 From the Cyber-Physical System to the Digital Twin: the process development for behaviour modelling of a Cyber Guided Vehicle in M2M logic
213 digital modeling of physical assets or processes 0.5351 Development of electric vehicle maintenance education ability using digital twin technology and VR
214 minimal implementation level of a tested component cj 0.5348 Deriving a Cost-Effective Digital Twin of an ICS to Facilitate Security Evaluation
215 smart home, smart office, smart agriculture, smart waste management 0.5344 C2PS: A Digital Twin Architecture Reference Model for the Cloud-Based Cyber-Physical Systems
216 Framework, control approach and implementation 0.5324 Digital twin-based industrial cloud robotics: Framework, control approach and implementation
217 motion control and high-performance requirements 0.5322 Industry 4.0 - Digital Twin Applied to Direct Digital Manufacturing
218 production planning, production process operation instructions, and production elements 0.5298 Framework for manufacturing-tasks semantic modelling and manufacturing-resource recommendation for digital twin shop-floor
219 computer science 0.5275 Evaluation of Industry 4.0 Data formats for Digital Twin of Optical Components
220 precise, virtual copies of machines or systems — are revolutionizing industry 0.5264 Hardware and Software Infrastructure of Digital Twin Technology
221 initial visualizations and analyses as well as economically profitable applications 0.5242 The Digital Twin of the City of Zurich for Urban Planning
222 modelling and operations 0.5227 The modelling and operations for the digital twin in the context of manufacturing
223 surface heights 0.5214 Hidden Markov model-based digital twin construction for futuristic manufacturing systems
224 Role of Big Data and Analytics 0.5171 Reliable Digital Twin for Connected Footballer
225 evaluating its uses and suitability for the ever-evolving smart manufacturing world 0.5166 Digital Twin: Enabling Technologies, Challenges and Open Research
226 process control and condition based maintenance 0.5154 Digital Twin in manufacturing: A categorical literature review and classification
227 the process of chip formation and wear of the cutting tool 0.5153 Digital equipment twin as the basis for the consumer in digital production
228 academic but fundamental arguments 0.5091 Disrupting rock engineering concepts: is there such a thing as a rock mass digital twin and are machines capable of learning rock mechanics?
229 acoustic, electromagnetic, vibration, power, humidity, and temperature data 0.5088 Digital twin of manufacturing systems
230 open source 0.5082 Dracena: Real-Time Digital Twin Platform
231 contact and contactless 0.5077 Digital Twin of Experimental Workplace for Quality Control with Cloud Platform Support
232 usage of numerical models 0.5076 Data-driven Digital Twin approach for process optimization: an industry use case
233 challenges that go well beyond technology 0.5071 Toward Digital Twin and Simulation- Driven New Product Development
234 proliferation and integration place requirement attributes 0.5013 A Requirements Driven Digital Twin Framework: Specification and Opportunities
235 integration, multiphysical, multiscale, probabilistic 0.4977 Digital Twin Technology
236 energy-related indicators 0.4967 Operation Procedures of a Work-Center-Level Digital Twin for Sustainable and Smart Manufacturing
237 necessity 0.4963 A Reconfigurable Modeling Approach for Digital Twin-based Manufacturing System
238 high material removal rate, and thin walls and floors subject to vibration issues 0.4962 A knowledge-based Digital Shadow for machining industry in a Digital Twin perspective
239 faster algorithms and amount of available data 0.4924 Digital twin-driven rapid individualised designing of automated flow-shop manufacturing system
240 spatial organisation of workbenches, equipment groups and data processing stations 0.4861 Pharmaceutical quality control laboratory digital twin – A novel governance model for resource planning and scheduling
241 Data Mining 0.4824 Improving Process Using Digital Twin: A Methodology for the Automatic Creation of Models
242 Index Terms 0.4816 Supporting the Design, Commissioning and Supervision of Smart Factory Components through their Digital Twin
243 longer life cycles 0.481 A Survey on the Necessity for a Digital Twin of Production in the Automotive Industry
244 they only capture relevant interdependencies between subsystems 0.481 WoT Graph as Multiscale Digital-Twin for Cyber-Physical Systems-of-Systems
245 multi-source data fusion and management 0.4806 Equipment energy consumption management in digital twin shop-floor: A framework and potential applications
246 sustaining growth and advancing the quality of life in cities 0.4804 Devising a Game Theoretic Approach to Enable Smart City Digital Twin Analytics
247 high-level semantics rather than big data of city objects 0.4789 From LiDAR point cloud towards digital twin city: Clustering city objects based on Gestalt principles
248 constant interaction and data exchange with a real object 0.4785 Review of modern software complexes and digital twin concept for forecasting emergency situations in oil and gas industry
249 data-based models and analytics 0.4764 SERVICE VALUE CREATION USING A DIGITAL TWIN
250 static and dynamic aspects 0.4757 Synchronizing physical factory and its digital twin through an IIoT middleware: a case study
251 market trends and customer needs 0.4741 Model-Based Design of Complex Aeronautical Systems Through Digital Twin and Thread Concepts
252 strategic technology trends 0.4728 Development of a bridge maintenance system for prestressed concrete bridges using 3D digital twin model
253 evolution and the effect of surgical corrections 0.4687 The medical digital twin assisted by Reduced Order Models and Mesh Morphing
254 integration and convergence into a cyber-physical world of manufacturing 0.4682 Digital Twin for rotating machinery fault diagnosis in smart manufacturing
255 global monitoring system and the 3D simulation panoramic fusion 0.4668 A Framework of Smart Railway Passenger Station Based on Digital Twin
256 ibility and meaningfulness 0.4648 Understanding unstructured 3D point clouds for creating digital twin city: An unsupervised hierarchical clustering approach
257 smart manufacturing 0.4636 DT-II:Digital twin enhanced Industrial Internet reference framework towards smart manufacturing
258 evolution 0.4608 Augmented Kalman filter with a reduced mechanical model to estimate tower loads on an onshore wind turbine: a digital twin concept
259 Limitations of physics-based methods and machine learning techniques 0.4574 Fleet Monitoring and Diagnostics Framework Based on Digital Twin of Aero-Engines
260 reengineering of structural life prediction and management 0.4569 The Development and use of a Digital Twin Model for Tire Touchdown Health Monitoring
261 Methods for automatic model generation 0.4562 Implementation of an IoT- and Cloud-based Digital Twin for Real-Time Decision Support in Port Operations
262 transmission lines and substations 0.4512 ADVANTAGES OF A DIGITAL TWIN - BIM 7D - FOR HIGH VOLTAGE SUBSTATION ENGINEERING USING OPTICAL SYMBOL RECOGNITION TECHNOLOGY
263 physical space and information space 0.4506 Monitoring and Warning for Digital Twin-driven Mountain Geological Disaster
264 dynamic process simulation 0.4501 Automatic Generation of a Simulation-Based Digital Twin of an Industrial Process Plant
265 remote monitoring & abnormality detection 0.4497 Digital Geometry to Support a Gas Turbine Digital Twin
266 timeliness and delivery of increasingly powerful simulation applications 0.4497 The Digital Twin Throughout the SE Lifecycle
267 static model as well as behavior modeled in the simulation controller 0.4492 Simulation-ready digital twin for realtime management of logistics systems
268 always physically plausible 0.4476 Data-driven ship digital twin for estimating the speed loss caused by the marine fouling
269 Mechanical and thermally induced stresses 0.4451 The Digital Twin: Virtual Validation In Electronics Development And Design
270 production, manufacturing, and engineering 0.4449 The Digital Twin – Birth of an Integrated System in the Digital Age
271 cultural and knowledge 0.4437 Digital Twin for Everything: Some Pilot Studies
272 time-consuming complete weld sequence problem optimisation 0.4428 A method for identification and sequence optimisation of geometry spot welds in a digital twin context
273 different application domains 0.4427 A Survey on Digital Twin: Definitions, Characteristics, Applications, and Design Implications
274 availability, accessibility and connectedness 0.4409 A six-layer architecture for the digital twin: a manufacturing case study implementation
275 Flow chart of intelligent test system 0.4385 A digital twin-based flexible cellular manufacturing for optimization of air conditioner line
276 Statistics computed from the data 0.438 Real-Time Cleaning of Time-Series Data for a Floating System Digital Twin
277 dominant or recessive 0.437 Defining a Digital Twin-based Cyber-Physical Production System for autonomous manufacturing in smart shop floors
278 modelling a realworld object 0.437 Why Robots do not matter! Using Digital Twin and Augmented Learning for Continuous Improvement in the context of Manufacturing
279 process-oriented 0.4313 Automated Generation of a Digital Twin Using Scan and Object Detection for Data Acquisition
280 correlations with previous faulty products 0.43 Robust Digital Twin Compositions for Industry 4.0 Smart Manufacturing Systems
281 generic scenarios 0.4294 Integrating the Digital Twin of a Shop Floor Conveyor in the Manufacturing Control System
282 negative points 0.4293 Digital Twin: Vision, Benefits, Boundaries, and Creation for Buildings
283 the seamless integration between the cyber and physical spaces 0.4268 Challenges of Digital Twin System
284 process supervisory and control systems, data bases and historians 0.4263 Digital Twin: An Enabler for New Business Models
285 uncertainty both in the measurement space and the state space 0.4257 Sensor Control in Anti-Submarine Warfare—A Digital Twin and Random Finite Sets Based Approach
286 information models 0.424 THE DIGITAL TWIN THEORY - DESIGNING A TEST INFRASTRUCTURE USING SYSML
287 forecasting purposes 0.424 Exploring the blue skies potential of digital twin technology for a polar supply and research vessel
288 corresponding physical entities 0.4226 Data Construction Method for the Applications of Workshop Digital Twin System
289 studies and definitions 0.4204 Simulation and Digital Twin Based Design of a Production Line: A Case Study
290 probabilistic damage tolerance 0.4196 An Ultrafast Crack Growth Lifing Model to Support Digital Twin, Virtual Testing, and Probabilistic Damage Tolerance Applications
291 high fidelity hydrodynamics and physics and real operator stations 0.4177 Digital Twin - Engineering with the Human Factor in the Loop
292 humans and multiple smart machines collaborate adaptively towards common objectives 0.417 Human Digital Twin: Enabling Human-Multi Smart Machines Collaboration
293 smart manufacturing systems 0.4149 A Digital Twin Framework for Performance Monitoring and Anomaly Detection in Fused Deposition Modeling
294 Strategy and Future Development 0.409 From BIM Towards Digital Twin: Strategy and Future Development for Smart Asset Management
295 Step 6: Improvement of the initial conceptual model based on the DD.Data 0.4082 Conceptual digital twin modeling based on an integrated five-dimensional framework and TRIZ function model
296 physical and virtual product space 0.4079 Digital Twin of the Oil Well, Based on Data Mining Technologies
297 Industry 4.0 0.4067 Digital twin-driven joint optimisation of packing and storage assignment in large-scale automated high-rise warehouse product-service system
298 mixed reality interfaces and real-time data to support urban decision making and communication 0.4067 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
299 performance, design and manufacturing processes 0.4063 Digital twin-driven optimization of gas exchange system of 2-stroke heavy fuel aircraft engine
300 data collection and model design strategy 0.406 The Importance of Feature Selection Methods for the Error Prediction Process of a Digital Twin
301 the frequency and active power at no-load condition 0.4031 Digital Twin Modelling of Ship Power and Propulsion Systems: Application of the Open Simulation Platform (OSP)
302 the collectedRUL during their operations 0.4029 The use of Digital Twin for predictive maintenance in manufacturing
303 structural components that have shorter life expectancies 0.4023 Lifespan Prediction Technique for Digital Twin-Based Noise Barrier Tunnels
304 50KHz 0.4017 Digital Twin for Machining Tool Condition Prediction
305 high accuracy 0.4001 Automated Creation of the Pipeline Digital Twin During Construction: Improvement to Construction Quality and Pipeline Integrity
306 both desired behaviors and failure modes 0.3986 IEEE 1451 Smart Sensor Digital Twin Federation for IoT/CPS Research
307 dices and νgap metric 0.3985 Information-Based Model Discrimination for Digital Twin Behavioral Matching
308 Information entropy and relative entropy 0.3982 Digital twin for the structural health management of reusable spacecraft: A case study
309 root cause analysis and product quality monitoring 0.3962 A Digital Twin-Driven Approach for On-line Controlling Quality of Marine Diesel Engine Critical Parts
310 real-time synchronized digital reflection 0.3937 Ubiquitous knowledge empowers the Smart Factory: The impacts of a Service-oriented Digital Twin on enterprises’ performance
311 state-of-the-art and the research gap 0.3928 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
312 level of hierarchy, product management and used data categories 0.3925 Classifying Digital Twins: A Three-Dimensional Conceptual Reference Model
313 sustainability-based lifecycle management for railway turnout systems 0.391 Digital twin aided sustainability-based lifecycle management for railway turnout systems
314 Index Terms 0.3903 Pervasive Computing Integrated Discrete Event Simulation for a Hospital Digital Twin
315 factors-of-safety 0.3901 The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicles
316 sensor systems reliability, software reliability and data quality 0.386 A System of Systems Digital Twin to Support Life Time Management and Life Extension of Subsea Production Systems
317 loading magazines, the geo stations and the robot modules 0.3833 A Case Study for a Digital Twin of Body-in-White Production Systems
318 The ability to pull up similar data from a range of assets 0.3803 Towards a Digital Twin Supporting Risk Based Decision Making for Offshore Installations
319 Service Provider 0.3789 A Digital Twin based Service Oriented Application for a 4.0 Knowledge Navigation in the Smart Factory
320 energy and resource efficiency, increasing productivity, and digital integration of engineering 0.3775 Digital twin: current scenario and a case study on a manufacturing process
321 variation and 78 percent 0.3774 Individualizing Locator Adjustments of Assembly Fixtures Using a Digital Twin
322 over hyped and few industrial demonstrators 0.3761 Immersive Applications of Industrial Digital Twins
323 virtual simulation model, behavior model and information model 0.3712 Digital Twin-Driven Control Method for Robotic Automatic Assembly System
324 real time data, constraints 0.3641 Integration of an energy management tool and digital twin for coordination and control of multi-vector smart energy systems
325 college-age population 0.3637 Is Digital Thread/Digital Twin Affordable? A Systemic Assessment of the Cost of DoD’s Latest Manhattan Project
326 correspondence of geometry to structural components, their materials and their construction in time 0.3626 Development of the simulation model for Digital Twin applications in historical masonry buildings: The integration between numerical and experimental reality
327 Horizontal positioning of the component.Fig. 17. Slicing parameters 0.3625 Building a digital twin for additive manufacturing through the exploitation of blockchain: A case analysis of the aircraft industry
328 human center management and mobile digital shopfloor meetings for the blues 0.3624 Digital Twin as Enabler for an Innovative Digital Shopfloor Management System in the ESB Logistics Learning Factory at Reutlingen - University
329 design approaches 0.3623 A Hierarchical Digital Twin Model Framework for Dynamic Cyber-Physical System Design
330 pitch and speed control behaviors 0.3619 A Review and Methodology Development for Remaining Useful Life Prediction of Offshore Fixed and Floating Wind turbine Power Converter with Digital Twin Technology Perspective
331 finite element calculations 0.3611 A digital twin for composite parts manufacturing : Effects of defects analysis based on manufacturing data
332 a single buffering scheme and a double buffering scheme 0.3603 Digital Twin for Energy Optimization in an SMT-PCB Assembly Line
333 data driven, quality control, complex product assembly 0.3595 A Digital Twin-Based Approach for Quality Control and Optimization of Complex Product Assembly
334 continuous-time 0.3582 A Digital Twin Approach for Fault Diagnosis in Distributed Photovoltaic Systems
335 integration breadth, connectivity modes, digital model richness and human interaction 0.3566 Ontology-based modeling of part digital twin oriented to assembly
336 different perspectives 0.3516 Framework for a digital twin in manufacturing: scope and requirements
337 energy consumption optimization 0.3507 Big data driven Hierarchical Digital Twin Predictive Remanufacturing paradigm: Architecture, control mechanism, application scenario and benefits
338 condition signals 0.3458 A Digital Twin Proof of Concept to Support Machine Prognostics with Low Availability of Run-To-Failure Data
339 new manufacturing techniques and liberalization policies 0.3458 A Digital Twin Concept for Manufacturing Systems
340 real-time crane’s trajectory prediction 0.3457 Faster than real-time simulation of mobile crane dynamics using digital twin concept
341 repeated Bayesian model calibrations 0.3432 The Airframe Digital Twin: Some Challenges to Realization
342 complex manufacturing devices 0.3428 Machine tool digital twin: Modelling methodology and applications
343 time-domain models for running simulations and predicting the vessel motion 0.3401 Digital Twin for Drilling Operations – Towards Cloud-Based Operational Planning
344 time-synchronised, and scalable 0.34 Challenges in Digital Twin Development for Cyber-Physical Production Systems
345 complexity and size 0.3399 Closed-loop digital twin system for air cargo load planning operations
346 integrate 4D/5D BIM 0.3364 SPHERE: BIM Digital Twin Platform
347 Multi-fault scenarios 0.3362 Data-driven digital twin technology for optimized control in process systems
348 strategic technology 0.3361 Consistency retention method for CNC machine tool digital twin model
349 degradation of capacitor and MOSFET 0.3359 A Digital Twin based Estimation Method for Health Indicators of DC-DC Converters
350 knows and controls its own production 0.3353 Next Generation Digital Twin: an Ecosystem for Mechatronic Systems?
351 different sets of models 0.3321 Digital twin technology – An approach for Industrie 4.0 vertical and horizontal lifecycle integration
352 floating systems behavior previously unavailable 0.3307 Developing a Digital Twin for Floating Production Systems Integrity Management
353 complex business systems 0.3195 An actor based simulation driven digital twin for analyzing complex business systems
354 binary pairs 0.3182 DTCluster: A CFSFDP Improved Algorithm for RFID Trajectory Clustering Under Digital-twin Driven
355 each effective conductivity range depends on the amount of corresponding conductive materials 0.3168 Digital Twin-Driven All-Solid-State Battery: Unraveling the Physical and Electrochemical Behaviors
356 energy, aviation and oil & gas 0.316 Systems engineering and digital twin: a vision for the future of cruise ships design, production and operations
357 artificial intelligent algorithms and multi-criteria decision-making techniques 0.316 Digital Twin-Based Smart Manufacturing System for Project-Based Organizations: A Conceptual Framework
358 timespan 0.314 WHAT IS A DIGITAL TWIN? – DEFINITIONS AND INSIGHTS FROM AN INDUSTRIAL CASE STUDY IN TECHNICAL PRODUCT DEVELOPMENT
359 photorealistic and physically-based path tracing algorithms 0.3136 Petascale Cloud Supercomputing for Terapixel Visualization of a Digital Twin
360 multiphysics modelling together with data-driven analytics 0.3122 Digital Twin of Subsea Pipelines: Conceptual Design Integrating IoT, Machine Learning and Data Analytics
361 virtual reality; crisis management; structural equation modeling 0.3106 User acceptance of virtual reality technology for practicing digital twin-based crisis management
362 characterization/measurement methods 0.3102 Measurement methods to build up the digital optical twin
363 increasing local and global energy demands 0.3095 Process Modelling of Geothermal Drilling System Using Digital Twin for Real-Time Monitoring and Control
364 conceptual-to-empirical approach or the empirical-to-conceptual approach 0.3071 A Taxonomy of Digital Twins
365 aerospace, manufacturing and robotics 0.3039 A review on simulation in digital twin for aerospace, manufacturing and robotics
366 creating a corresponding digital representation of the operations of physical objects 0.3028 Digital Twin Applications: A Review
367 IDS and access control enforcement in the virtual domain 0.3027 A Digital Twin Based Industrial Automation and Control System Security Architecture
368 stress and deformation states related to changes in the boundary conditions 0.3018 Mona Lisa’s digital twin: identifying the mechanical properties of the panel combining experimental data and advanced finite-element modelling
369 low latency and high levels of security and reliability 0.3004 Prototyping a Digital Twin for Real Time Remote Control Over Mobile Networks: Application of Remote Surgery
370 statistical fault detection filters 0.2987 Digital Twin Concept for Aircraft System Failure Detection and Correction
371 EU manufacturing 0.2894 Digital twin for adaptation of robots’ behavior in flexible robotic assembly lines
372 The trend in reduction of aircraft mass 0.2875 Design of a Hybrid Digital-Twin Flight Performance Model Through Machine Learning
373 Reference positions and corresponding velocities 0.2858 Digital Twin-Based Optimization for Ultraprecision Motion Systems With Backlash and Friction
374 real-time data, integration, and fidelity 0.2856 Digital Twin Requirements in the Context of Industry 4.0
375 real-world counterpart precisely 0.284 Time series behavior modeling with digital twin for Internet of Vehicles
376 Absolute incompleteness and relative completeness 0.2816 Dynamic Analysis of Digital Twin System Based on Five-Dimensional Model
377 cycle time and OPEX reductions 0.2803 Developing a Digital Twin: The Roadmap for Oil and Gas Optimization
378 risk based 0.2794 The “Digital twin”. Digitization process from the point of view of a classification society
379 automated 3D reconstruction and Digital Twin model generation 0.2786 Towards Automated 3D reconstruction in SME factories and Digital Twin Model generation
380 dynamic knowledge bases 0.2735 Knowledge-driven digital twin manufacturing cell towards intelligent manufacturing
381 physical model, sensor update, operation history etc. 0.2729 Model construction of planning and scheduling system based on digital twin
382 ustry,andhowbesttoproceedinthefuture 0.2727 The Post-Occupancy Digital Twin: A Quantitative Report on Data Standardisation and Dynamic Building Performance Evaluation
383 increases productivity 0.2726 Digital Twin for Legacy Systems: Simulation Model Testing and Validation
384 random input factors and quantify the output variability 0.2699 Simulation-Based Digital Twin Development for Blockchain Enabled End-to-End Industrial Hemp Supply Chain Risk Management
385 The data based upon the best available models, sensor updates and historical conditions 0.2694 Challenges of Digital Twin in High Value Manufacturing
386 advantages and drawbacks and do not have the same features 0.2675 Digital twin and virtual reality: a co-simulation environment for design and assessment of industrial workstations
387 optimum machinability improvement and minimum aerodynamic performance loss 0.2666 Digital-twin-driven geometric optimization of centrifugal impeller with free-form blades for five-axis flank milling
388 industrial big data has become irresistible 0.2658 A Product Quality Monitor Model With the Digital Twin Model and the Stacked Auto Encoder
389 principle of digitization and the availability of continual data flow 0.2649 The digital twin of an industrial production line within the industry 4.0 concept
390 various tools available in the software 0.264 Process Parameter Monitoring and Control Using Digital Twin
391 input parameter groups 0.2636 Automatic Generation of Digital Twin ased on Scanning and Object Recognition
392 cumulative effect of the constantly changing variables that arise when processing a batch of parts 0.2605 Designing optimal automatic cycles of round grinding based on the synthesis of digital twin technologies and dynamic programming method
393 preventive conservation; heritage documentation 0.2593 Digital Twin: Research Framework to Support Preventive Conservation Policies
394 intelligent systems 0.2588 Digital Twin of manufacturing systems: a case study on increasing the efficiency of reconfiguration
395 different aspects of a physical or conceptual counterpart 0.254 On the Engineering of IoT-Intensive Digital Twin Software Systems
396 urban planning, city analytics 0.2533 INTEGRATION OF 3D OBJECTS AND TERRAIN FOR 3D MODELLING SUPPORTING THE DIGITAL TWIN
397 production and finance data streams 0.2518 Representing financial data streams in digital simulations to support data flow design for a future Digital Twin
398 the initial bulk content of the physical part with the highest fidelity 0.2505 Towards a Digital Twin for Mitigating Void Formation in Autoclave Composite Parts
399 Fusion of the theoretical model and the physical model 0.2494 A digital twin-driven approach for the assembly-commissioning of high precision products
400 it does not get tired or become stagnant 0.2461 The digital twin technology and its role in manufacturing
401 D finite element analysis and 0-D multi-domain circuit simulation 0.2448 A Simulation-Based Digital Twin for Model-Driven Health Monitoring and Predictive Maintenance of an Automotive Braking System
402 inaccuracy in the boundary temperature 0.2443 DIGITAL TWIN FOR TANK TRACK ELASTOMERS: PREDICTING SELF-HEATING AND DURABILITY
403 Internet of things, agriculture, smart farming, digital twin, digital smart farming 0.2443 A digital twin for smart farming
404 wide-ranging definitions 0.2428 An Architectural Approach for Service Value Creation with the Digital Twin
405 two DT-MES bilateral communication frameworks 0.242 MES-integrated digital twin frameworks
406 Key enabling techniques on twinning of cyberspace and physical equipment 0.2405 Digital Twin-Driven Cyber-Physical System for Autonomously Controlling of Micro Punching System
407 simulation models and use phase data 0.2395 CONCEPTION OF A DIGITAL TWIN IN MECHANICAL ENGINEERING – A CASE STUDY IN TECHNICAL PRODUCT DEVELOPMENT
408 to connect the physical and cyber world to work intelligently 0.2367 Revolution on digital twin technology—a patent research approach
409 manufacturing and production 0.2367 Real-Time asset tracking; a starting point for Digital Twin implementation in Manufacturing
410 in compliance with these requirements 0.2309 Optimization-driven product development to support digital twin creation on the small UAV case study
411 representing entities 0.2287 The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor
412 empirical deterioration models of material or structural members 0.2272 Digital Twin Models for Maintenance of Cable-Supported Bridges
413 high-level presentations and discussions with descriptors 0.2263 Finding Meaning, Application for the Much-Discussed Digital Twin
414 intelligent, interdisciplinary and multi-model based technology that gathers big data 0.2257 Data Super-Network Fault Prediction Model and Maintenance Strategy for Mechanical Product Based on Digital Twin
415 collecting open data with high semantic interoperability 0.2253 Smart City Platform Enabling Digital Twin
416 laboratory behavioral characteristics under driving and disturbance 0.2247 Structural Design of Digital Twin Laboratory Model Based on Instruments Sharing Platform
417 outstanding and unexplained processor product-related issues 0.2242 Imagineering on Augmented Reality and Digital Twin for Digital Competence
418 susceptible incompatible versions of the drivers and the development environment 0.2196 A Six-Layer Digital Twin Architecture for a Manufacturing Cell
419 analysis and control of optimality of different structural variants 0.2188 ABOUT A «DIGITAL TWIN» OF A FOOD PRODUCT
420 holistic view 0.2176 Evolution of a Digital Twin for a Steam Cracker
421 distributed simulation 0.2172 The architectural framework of a cyber physical logistics system for digital-twin-based supply chain control
422 prediction of the real fatigue damage 0.2126 The True Digital Twin Concept for Fatigue Re-Assessment of Marine Structures
423 best fit material properties and orientations 0.2093 Process compensated resonance testing (PCRT) inversion for material characterization and digital twin calibration
424 errors in manufacture and the determination of its key characteristics 0.2089 Information model and software architecture for the implementation of the digital twin of the turbine rotor
425 area, surface signature, or hybrid attitudes 0.2079 A Digital Twin for Integrated Inspection System in Digital Manufacturing
426 nitrate levels and growth rates which were underestimated 0.2051 Digital Twin Technology for Aquaponics: Towards Optimizing Food Production with Dynamic Data Driven Application Systems
427 data collection and visualization 0.2035 Optimized throughput improvement of assembly flow line with digital twin online analytics
428 physics simulation 0.2034 Modeling and implementation of a digital twin of material flows based on physics simulation
429 data collection technology of the Internet of things 0.2023 Brief Analysis About Digital Twin Supply Chain Model and Application
430 on-demand use, dynamic reconfiguration, and platform independence 0.2005 Digital Twin Service towards Smart Manufacturing
431 real-time kid dynamic profiling and general data 0.1988 Understanding Kid´s Digital Twin
432 structural life prediction and management 0.1983 Reengineering Aircraft Structural Life Prediction Using a Digital Twin
433 migrating from human control to fully automated vehicles 0.197 Sensor Fusion of Camera and Cloud Digital Twin Information for Intelligent Vehicles
434 cyclic material behaviour as well as the loading conditions 0.1963 Description of the cyclic material behaviour of aluminium wrought alloys as basis for a digital twin
435 assets in the oil & gas and wind industry 0.1954 True Fatigue Life Calculation Using Digital Twin Concept and Operational Modal Analysis
436 its design, and its different applications 0.1932 Understanding the role of a Digital Twin in Integrated Vehicle Health Management (IVHM)*
437 global manufacturing development 0.1923 Dynamic resource allocation optimization for digital twin-driven smart shopfloor
438 different space utilization scenarios and proper night-time closing procedures 0.1922 A Digital Twin for Directing People Flow in Preserved Heritage Buildings
439 Recorded properties and preferences of employees are stored and managed in a database 0.1898 Intelligent control of an assembly station by integration of a digital twin for employees into the decentralized control system
440 integrated multi-physics, multiscale, probabilistic simulation model 0.1869 Deep learning-enabled intelligent process planning for digital twin manufacturing cell
441 fragmented and sequential 0.1863 Coupled simulation of thermally active building systems to support a digital twin
442 the transition from the training of narrowly specialized engineers for high-tech industries 0.1838 Implementation of “Digital Twin” Concept for Modern Project-Based Engineering Education
443 production system optimization 0.1834 The Digital Twin: Realizing the Cyber-Physical Production System for Industry 4.0
444 technical functionalities 0.18 VREDI: virtual representation for a digital twin application in a work-center-level asset administration shell
445 numerical process simulation 0.1798 Digital Twin of the Polyurethane Rotational Moulding Process
446 Innovative optimization algorithms 0.1796 AI-Augmented Multi Function Radar Engineering with Digital Twin: Towards Proactivity
447 deployment approach; and (iii) agility contextual enablers 0.1793 TOWARDS AN EQUILIBRIUM MODEL FOR MEASURING THE IMPACT OF DIGITAL TWIN TECHNOLOGY ON ENTERPRISE AGILITY
448 living in urban areas to ride such vehicles 0.1747 Digital Twin and Triple Spark Ignition in Four-Stroke Internal Combustion Engines of Two-Wheelers
449 thermal, electrical, fluids, or digital components 0.1733 Digital Twin Enabled Smart Control Engineering as an Industrial AI: A New Framework and A Case Study
450 characteristics of the target electric vehicle 0.1707 Data-centric middleware based digital twin platform for dependable cyber-physical systems
451 top-level architecture 0.1697 Digital Twin of Solid Rocket Motor, Problem and Challenge
452 maintenance and reliability as well as data on new products and increased efficiency of manufacturing 0.1667 Combination of Digital Twin and Artificial Intelligence in Manufacturing Using Industrial IoT
453 connection between virtual and reality, and the co-evolution with physical objects 0.1647 Digital Twin-based Smart Building Management and Control Framework
454 challenges that have to be solved 0.164 Next Generation Digital Twin
455 product design [2] and re-engineering of aircrafts 0.1639 Micro Manufacturing Unit and the Corresponding 3D-Model for the Digital Twin
456 real time monitoring and control method 0.1624 Development of real-time monitoring and control system for Geothermal drilling by using digital twin technology
457 component level simulation tool 0.1608 A Methodology for the Experimental Validation of an Aircraft ECS Digital Twin Targeting System Level Diagnostics
458 renewable energy, large generator, digital twin, simulation platform 0.1585 Challenges of developing a digital twin model of renewable energy generators
459 real-time data 0.1585 Real-time machining data application and service based on IMT digital twin
460 many combinations of UAV weight and center-of-gravity location 0.1543 Optimal Location of a Fiber-Optic-based sensing net for SHM applications using a digital twin
461 the synchronization between the virtual and a real system 0.1534 Methodology for enabling Digital Twin using advanced physics-based modelling in predictive maintenance
462 a virtual model that creates physical entities in a digital world 0.1517 Digital twin-based opti-state control method for a synchronized production operation system
463 service oriented architectures, REST and the simple object access protocol 0.1503 A Unified Ontology Namespace for Enterprise Integration a Digital Twin Case Study
464 macroeconomic policies 0.1499 The Digital Twin of the Economy: Proposed Tool for Policy Design and Evaluation
465 continuous degradation monitoring 0.1492 Digital Twin for Reliability Analysis During Design and Operation of Mechatronic Systems
466 To limit computational load and bandwidth consumption 0.1486 Realization of the 5-Axis Machine Tool Digital Twin Using Direct Servo Control from CAM
467 three types of DTs 0.1474 Creating Digital Twin of Processed Surface for Industry 4.0
468 MV Cable Modeling for Application 0.1463 MV Cable Modeling for Application in the Digital Twin of a Windfarm
469 wear of machine components or alternating control loops 0.1451 Model-Driven Development of a Digital Twin for Injection Molding
470 fast, noninvasive, reliable, easy-to-use 0.1444 Create the Individualized Digital Twin for Noninvasive Precise Pulmonary Healthcare
471 a lot of digital information that resides in different systems 0.1443 Building and exploiting a Digital Twin for the management of drinking water distribution networks
472 information-physical interaction and convergence 0.1442 A Novel Cloud-Based Framework for the Elderly Healthcare Services Using Digital Twin
473 the software representation of a physical product 0.1434 Digital twin for Advanced Service delivery systems: Opportunities and challenges
474 cycle time (∆ti) 0.1422 Towards Digital Twin Implementation for Assessing Production Line Performance and Balancing
475 online digital model of the physical system 0.1417 A Game-Theoretic Approach to Secure Estimation and Control for Cyber-Physical Systems with a Digital Twin
476 establishing relationships between projections by detecting shared data flows 0.1417 A Method for Digital Twin Generation Based on the Aggregation of Information Objects
477 much simpler fashion 0.1399 An Investigation of Smart Manufacturing Using Digital Thread and Digital Twin Technology for Enhancement of Product Life Cycle
478 measurements or in other words, analytics 0.1352 Accelerating Biologics Manufacturing by Modeling or: Is Approval under the QbD and PAT Approaches Demanded by Authorities Acceptable without a Digital-Twin?
479 key performance indicators of its manufacturing processes 0.1228 Industrial IoT integrated with Simulation – A Digital Twin approach to support real-time decision making
480 determination of pollutant, fuel consumption and CO2 emissions 0.1214 AN APPROACH FOR THE IMPLEMENTATION OF THE DIGITAL TWIN IN THE AUTOMOTIVE WIRING HARNESS FIELD
481 wide range of materials 0.1187 Multiphysics Stimulated Simulation Digital Twin Methods for Fleet Management
482 along its lifecycle 0.1183 Exploring the role of Digital Twin for Asset Lifecycle Management
483 equipment maintenance simulation, life cycle management and other scenarios 0.117 Research on Application of Digital Twin in Simulation of Equipment Maintenance Support
484 simplified models cannot accurately reflect the multi-physics distributions and track the local problems 0.1159 Multi-Physics-Resolved Digital Twin of Proton Exchange Membrane Fuel Cells with A Data-Driven Surrogate Model
485 similar steady state error, tracking error 0.1149 Digital Twin Development of HexaFloat, a 6DoF PKM for HIL Tests
486 economic, ecologic, social) 0.1131 Planning Agricultural Core Road Networks Based on a Digital Twin of the Cultivated Landscape
487 Seismogeological Object: Building and Application 0.1119 Digital Twin of the Seismogeological Object: Building and Application
488 less hassle. 4 Discussion and Conclusions 0.107 Product Processes based on Digital Twin
489 reference torque and speed 0.1063 Digital Twin Real-Time FPGA Implementation for Light Electric Vehicle Propulsion System Using EMR Organization
490 monitoring product use 0.1062 FROM CAD TO PHYSICS-BASED DIGITAL TWIN: FRAMEWORK FOR REAL-TIME SIMULATION OF VIRTUAL PROTOTYPES
491 advancement of ICT technologies and as sensors have become cheaper 0.1028 Concept and Implementation of a Cyber-Physical Digital Twin for a SMT Line
492 data interaction and fusion, and carbon emission prediction and control methods 0.099 Digital twin-driven carbon emission prediction and low-carbon control of intelligent manufacturing job-shop
493 specific points in the sky 0.0982 Airframe digital twin technology adaptability assessment and technology demonstration
494 Community energy-efficiency 0.0961 Smart City Digital Twin–Enabled Energy Management: Toward Real-Time Urban Building Energy Benchmarking
495 D. Noble CMH 0.0959 «Digital Twin» technology in medical information systems
496 scenario forecasting 0.0911 Creating a Digital Twin to the Online Promotion Process for Small Businesses
497 design and production engineering 0.09 Shaping the digital twin for design and production engineering
498 relative amount of thermal distortion between materials and processes 0.0888 Building blocks for a digital twin of additive manufacturing
499 small scale mechanical and electrical assets reverse engineering processes 0.0873 Towards the development of a Digital Twin: A comparative study of 3D data acquisition methods for mechanical and electrical assets
500 the torque estimation and the current density estimation of the IM 0.0866 Digital Twin Software for Electrical Machines
501 synthesizing monitoring/inspections, physical/numerical models 0.0864 A new concept of digital twin of artifact systems: synthesizing monitoring/inspections, physical/numerical models, and social system models
502 potential application scenarios 0.0863 The Modeling Method of Digital Twin Models for Machining Parts
503 assets have the ability to query their environmental context and exchange information 0.0861 The Digital Twin concept and its role in reducing uncertainty in synchromodal transport
504 numerical simulations, wind-tunnel measurements and flight testing 0.0856 Aerodynamic Data Fusion Towards the Digital Twin Paradigm
505 increasing its complexity 0.0851 Digital Twin: Applying emulation for machine reconditioning
506 product design, process, manufacturing to utilization, and maintenance 0.0842 Application framework of digital twin-driven product smart manufacturing system: A case study of aeroengine blade manufacturing
507 relation to the real station and the functionality of the control system 0.0834 Fault injection in Digital Twin as a means to test the response to process faults at virtual commissioning
508 efficiency of it work and search for faulty elements 0.0829 DIGITAL TWIN IN THE ANALYSIS OF A BIG DATA
509 continuously or close constant 0.0802 A Survey Paper on Concept of Digital Twin in Modern Era
510 calculates the moving resistance along the belt from the current operating conditions 0.0801 Digital twin based method to monitor and optimize belt conveyor maintenance and operation
511 Real world demonstrator 0.078 Simulation-based Analysis of the Interaction of a Physical and a Digital Twin in a Cyber-Physical Production System
512 strategic technology trends 0.0737 Research on the Virtual Reality Synchronization of Workshop Digital Twin
513 future states of vehicles and roads 0.0728 Intelligent Digital Twin-Based Software-Defined Vehicular Networks
514 The numerator can be expanded 0.0714 Probabilistic methods for risk assessment of airframe digital twin structures
515 multi-domain and ultrahigh fidelity digital model 0.0712 Digital twin for CNC machine tool: modeling and using strategy
516 non-invasive and without additional hardware 0.0699 Application of Digital Twin Concept in Condition Monitoring for DC-DC Converters
517 least squares or weighted least squares (WLS) and the maximum likelihood methodology 0.0699 Digital Twin - Concept of a Continuously Adaptive Power System Mirror
518 human service research topics 0.0664 Visual validation services with time coordination for senior citizens social events - OldBirds digital twin platform
519 flexibility, efficiency and sustainability 0.066 Digital twin-enabled reconfigurable modeling for smart manufacturing systems
520 Internet of Things technology, sensor technology and information fusion technology 0.0657 Virtual monitoring method for hydraulic supports based on digital twin theory
521 shared environment and process perception 0.0627 Using digital twin for maintenance applications in manufacturing: State of the Art and Gap analysis
522 improving levels of human-centricity 0.0626 The Potential of Digital Twin Model Integrated With Artificial Intelligence Systems
523 enterprise resource planning relevant digital representations of an asset to mere geometry models of equipment 0.0605 Keeping the Digital Twin up-to-date - Process Monitoring to Identify Changes in a Plant
524 artificial intelligence, sensors and robotics 0.0591 A digital twin approach to develop a new autonous system able to operate in high temperature environments within industrial plants
525 Connectivity and integration 0.0505 CREATING THE DIGITAL TWIN WITH GENERAL PURPOSE SIMULATION MODELLING TOOLS
526 calibrated model is now attached to the individual vehicle 0.0487 Improving Prediction Capability of Quadcopter Through Digital Twin
527 used equipment, and technology solutions 0.0476 Development and creation a model of a digital twin of the cubepart rectification installation for the separation of a binary water-alcohol mixture
528 XML form 0.0462 Digital Twin for NC Machining Using Complete Process Information Expressed by STEP-NC Standard
529 improving their fitness experience and their wellness in general 0.0462 Human Digital Twin for Fitness Management
530 industrial robots, virtual factory, virtual reality 0.0448 Digital Twin based synchronised control and simulation of the industrial robotic cell using Virtual Reality
531 life cycle information connectivity and continuity 0.0437 Approach to the Development and Application of a Digital Thread / Digital Twin Authoritative Truth Source
532 latencies within the usage control system 0.0421 Using Digital Twin Data for the Attribute-Based Usage Control of Value-Added Networks
533 updates and enhancements 0.042 Digital twin technology as an instrument for increasing electrical equipment reliability
534 heat source energy and scanning speed 0.0401 A digital twin for rapid qualification of 3D printed metallic components
535 digital replica of physical assets, processes and systems 0.0383 Developing a Dynamic Digital Twin at a Building Level: using Cambridge Campus as Case Study
536 improvement on water governance and management ability 0.0364 Discussion on the New Operation Management Mode of Hydraulic Engineering Based on the Digital Twin Technique
537 powers, currents, and voltages 0.0363 Electric Stock Digital Twin in a Subway Traction Power System
538 the ability to maintain diversity in the population after several iterations 0.0358 Structural Health Management of Damaged Aircraft Structures Using the Digital Twin Concept
539 collected cyber and physical data 0.0336 Digital Twin Driven Green Material Optimal-Selection towards Sustainable Manufacturing
540 degree of detail, technical focus or their scope 0.0305 Analysis of Digital Twin Definition and Its Difference from Simulation Modelling in Practical Application
541 software environment 0.0279 On the virtual optimization of CAI-CAx loop based on the digital twin: sculpture surface demonstrator
542 understanding the level of uncertainty in a given performance parameter and targeting testing 0.0272 Demonstrated Benefits of a Nascent Digital Twin
543 prevention of substandard products which do not meet quality requirements 0.0255 Improvement of the quality of designed cylindrical grinding cycle with traverse feeding based on the use of digital twin options
544 improvement in fatigue life estimation 0.0213 Demonstration of an Airframe Digital Twin Framework Using a CF-188 Full-Scale Component Test
545 definition of system model 0.0204 Digital twin-driven system for roller conveyor line: design and control
546 updates and enhancements 0.0204 Development of digital twin of high frequency generator with self-excitation in Simulink
547 Solving Reconfiguration Planning Problems 0.0185 Digital Twin Approach for Solving Reconfiguration Planning Problems in RMS
548 capacity utilization andstructural fatigue 0.015 RB-FEA Based Digital Twin for Structural Integrity Assessment of Offshore Structures
549 high customer specifications, strict project deadlines, and stricter requirements on sustainability 0.0051 Digital Twin-based Cyber Physical System for Sustainable Project Scheduling
550 calculation units 0.0045 IoT-based Mine Ventilation Control System Architecture with Digital Twin
551 smart factories are advancing in technology 0.0044 Towards a Digital Twin for Cloud Manufacturing: Case Study
552 usually represented without their sensors or actuators 0.0036 Information Digital Twin—Enabling Agents to Anticipate Changes in Their Tasks
553 received data 0.0031 Fatigue life estimation of hydraulically actuated mobile working machines using Internet of Things and Digital Twin concepts
554 virtual representation of real world 0.0002 Ant Colony Optimization Algorithm for Industrial Robot Programming in a Digital Twin