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What are challenges of a ‘Digital Twin’?

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  answer score title
0 scalability, privacy, security and a total dearth of censorship 0.9605 Digital Twin: Values, Challenges and Enablers
1 low computational complexity and relative high accuracy 0.9454 Optimized throughput improvement of assembly flow line with digital twin online analytics
2 productivity, quality, reproducibility, and sustainability 0.9372 Digital Twin: Values, Challenges and Enablers From a Modeling Perspective
3 software compatibility and ensuring that the measurement data are up to date 0.9371 Application of a Hybrid Digital Twin Concept for Factory Layout Planning
4 healthcare and well-being 0.9324 Cardio Twin: A Digital Twin of the human heart running on the edge
5 current data (and service) integration problems 0.9318 SEDIT: Semantic Digital Twin Based on Industrial IoT Data Management and Knowledge Graphs
6 rising global carbon dioxide emissions 0.9244 Evaluation of Industry 4.0 Data formats for Digital Twin of Optical Components
7 realtime communication technology, reliable data analysis, and large data storage 0.9227 Conceptual digital twin modeling based on an integrated five-dimensional framework and TRIZ function model
8 Data security concerns and secure data encryption 0.9205 Exploring the blue skies potential of digital twin technology for a polar supply and research vessel
9 fault diagnosis and prognosis 0.9204 Digital Twin for Machining Tool Condition Prediction
10 interfaces and timing 0.9136 Usage of Digital Twin Technologies during System Modeling and Testing in Vessel Traffic Services System Project
11 managing the real-time and historical data 0.9133 Digital twin information technology for biomedical data complex representation and processing
12 Performance, optimization, robustness, and reliability 0.9035 A System of Systems Digital Twin to Support Life Time Management and Life Extension of Subsea Production Systems
13 vertical and horizontal integration 0.9018 A six-layer architecture for the digital twin: a manufacturing case study implementation
14 cost reduction, capability improvement, health and safety, and operational effectiveness 0.9016 Digital Twin Technology in the Field Reclaims Offshore Resources
15 real-time monitoring and synchronizing data 0.8977 Digital twin-driven manufacturing cyber-physical system for parallel controlling of smart workshop
16 Diagnostics, Optimisation and Prediction 0.8883 Digital Twin Applications: Diagnostics, Optimisation and Prediction
17 operational limitations and process bottlenecks 0.886 Visual validation services with time coordination for senior citizens social events - OldBirds digital twin platform
18 improve the IHSC transparency, safety, security, and efficiency 0.8838 Simulation-Based Digital Twin Development for Blockchain Enabled End-to-End Industrial Hemp Supply Chain Risk Management
19 high data quality, availability, and trustworthiness 0.883 The Digital Twin – Birth of an Integrated System in the Digital Age
20 technical issues and cost 0.8802 On Digital Twin Condition Monitoring Approach for Drivetrains in Marine Applications
21 digital standardisation, information sharing, ICT regulation and digital security 0.8797 Challenges of Digital Twin in High Value Manufacturing
22 unpredictable equipment failure, unstable network status, and inconvenient maintenance 0.8777 Structural Design of Digital Twin Laboratory Model Based on Instruments Sharing Platform
23 control and information sharing between production units and cloud-based control functions 0.8697 A Digital Twin Based Industrial Automation and Control System Security Architecture
24 users’ privacy 0.8668 An ISO/IEEE 11073 Standardized Digital Twin Framework for Health and Well-Being in Smart Cities
25 dynamic wireless interferences 0.8656 From Surveillance to Digital Twin: Challenges and Recent Advances of Signal Processing for the Industrial Internet of Things
26 faster prototyping, algorithm design and AI-based augmented engineering 0.8655 AI-Augmented Multi Function Radar Engineering with Digital Twin: Towards Proactivity
27 system functions, operating environment, and mission 0.8632 Model-Based Design of Complex Aeronautical Systems Through Digital Twin and Thread Concepts
28 reducing overhead and saving resources 0.8598 Cloud-Based Digital Twin for Industrial Robotics
29 depth of detail and granularity 0.8546 Digital Twin: Empowering Enterprises Towards a System-of-Systems Approach
30 sensor reliability, sensor data quality and their input to the virtual model 0.854 On Risk of Digital Twin Implementation in Marine Industry: Learning from Aviation Industry
31 developing and deploy 0.8538 Airframe digital twin technology adaptability assessment and technology demonstration
32 creation and near-real-time updates 0.8495 From LiDAR point cloud towards digital twin city: Clustering city objects based on Gestalt principles
33 interoperability issues 0.8495 DIGITAL TWIN: A HBIM-BASED METHODOLOGY TO SUPPORT PREVENTIVE CONSERVATION OF HISTORIC ASSETS THROUGH HERITAGE SIGNIFICANCE AWARENESS
34 failure prediction 0.8494 Dynamic resource allocation optimization for digital twin-driven smart shopfloor
35 lack of accurate, unified definition and description 0.846 An application framework of digital twin and its case study
36 different voltages, currents, loadings and temperatures 0.8459 A Digital Twin based Estimation Method for Health Indicators of DC-DC Converters
37 measuring heat flow and other thermal parameters 0.8454 Information-Based Model Discrimination for Digital Twin Behavioral Matching
38 new design and manufacturing constraints 0.8309 Automatic Generation of Digital Twin ased on Scanning and Object Recognition
39 balancing consumptions versus demand of energy and resources 0.8284 Towards a semantic Construction Digital Twin: Directions for future research
40 equipment failure and absence of personnel 0.8227 Model construction of planning and scheduling system based on digital twin
41 misunderstandings 0.8226 The role of the Industry 4.0 asset administration shell and the digital twin during the life cycle of a plant
42 physical objects, virtual objects, and the connection of physical space and virtual space 0.8219 A enhanced interaction framework based on VR, AR and MR in digital twin
43 improvements in end-product safety and cost 0.8204 Process compensated resonance testing (PCRT) inversion for material characterization and digital twin calibration
44 models the robot and its environment 0.818 Training Robot Manipulation Skills through Practice with Digital Twin of Baxter
45 prognosis, health-monitoring, maintenance and remaining useful life prediction 0.8178 Machine learning based digital twin for dynamical systems with multiple time-scales
46 Energy-aware resources 0.8156 Energy-Aware Resources in Digital Twin: The Case of Injection Molding Machines
47 security and privacy 0.8135 Building an organizational digital twin
48 predictive maintenance 0.8134 Unlocking Potentials of Building Energy Systems’ Operational Efficiency: Application of Digital Twin Design for HVAC systems
49 predicting the dimension and surface texture quality 0.8131 Digital twin of manufacturing systems
50 consequences and implications 0.811 Tackling Urban Challenges with Models, Spatial Analysis and Numerical Simulations in Immersive Virtual Environments.
51 production line layout, production scheduling, logistics distribution and testing equipment 0.8105 A digital twin-based flexible cellular manufacturing for optimization of air conditioner line
52 separation of concerns 0.8103 Digital Twin in the IoT context: a survey on technical features, scenarios and architectural models
53 technical problems that come from handling large amounts of information and modeling highly dynamic interactions 0.8103 A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance
54 troubleshooting during an unplanned outage 0.8091 Real-Time Production Optimization - Applying a Digital Twin Model to Optimize the Entire Upstream Value Chain
55 designing, building, integrating, commissioning and operating complex, integrated systems 0.8078 Digital Twin Modelling of Ship Power and Propulsion Systems: Application of the Open Simulation Platform (OSP)
56 fuel supply (Trottle opening, %) and load on the hook 0.8041 Digital twin of wheel tractor with automatic gearbox
57 manufacturing issues 0.7984 Digital twin framework and its application to power grid online analysis
58 increase in energy consumption and deterioration in product quality 0.7982 Operation Procedures of a Work-Center-Level Digital Twin for Sustainable and Smart Manufacturing
59 lack of access to high-quality data 0.7941 Extracting Value from Data Using an Industrial Data Platform to Provide a Foundational Digital Twin
60 Getting to these levels of detail 0.7916 Building and exploiting a Digital Twin for the management of drinking water distribution networks
61 monitoring voltage value and current value 0.7889 A Low Cost Flexible Digital Twin Platform for Spacecraft Lithium-ion Battery Pack Degradation Assessment
62 information that is incomplete, redundant, in contradiction or imperfect 0.7812 A Reference Architecture for Smart Building Digital Twin
63 increasing autonomy 0.7763 Ubiquitous knowledge empowers the Smart Factory: The impacts of a Service-oriented Digital Twin on enterprises’ performance
64 manufacturing processes with little available knowledge 0.7753 Challenges and Potentials of Digital Twins and Industry 4.0 in Product Design and Production for High Performance Products
65 all models and data are available consistently 0.7743 Digital twin-driven cyber-physical production system towards smart shop-floor
66 complexity and variability 0.7733 Review of digital twin about concepts, technologies, and industrial applications
67 how best to represent the Digital Twin that future research efforts will need to address 0.7723 Characterising the Digital Twin: A systematic literature review
68 increased geometrical quality 0.7711 Inspection Data to Support a Digital Twin for Geometry Assurance
69 data management and interactions 0.7655 Digital Twin and CyberGIS for Improving Connectivity and Measuring the Impact of Infrastructure Construction Planning in Smart Cities
70 maintenance and life prediction 0.7601 Using digital twin for maintenance applications in manufacturing: State of the Art and Gap analysis
71 data- driven automated simulation model construction 0.7553 CREATING THE DIGITAL TWIN WITH GENERAL PURPOSE SIMULATION MODELLING TOOLS
72 natural interfaces that give mental comfort to the user working directly with the system 0.7541 Stages of Design of Digital Twin for Local Enterprise
73 process output, operator productivity, and tooling usage 0.7524 Part data integration in the Shop Floor Digital Twin: Mobile and cloud technologies to enable a manufacturing execution system
74 hyper realism, computability, controllability, and predictability 0.7512 A Digital-Twin-Assisted Fault Diagnosis Using Deep Transfer Learning
75 product health monitoring, maintenance, fault diagnosis and quality prediction 0.7507 Ontology-based modeling of part digital twin oriented to assembly
76 interaction between existing process model data and actual processing field data 0.7422 The Modelling and Using Strategy for The Digital Twin in Process Planning
77 increases adequacy and validity in decision-making 0.7373 ABOUT A «DIGITAL TWIN» OF A FOOD PRODUCT
78 repeated Bayesian model calibrations 0.7328 The Airframe Digital Twin: Some Challenges to Realization
79 to manage the product multi-life-cycle running status in the market 0.7322 Big data driven Hierarchical Digital Twin Predictive Remanufacturing paradigm: Architecture, control mechanism, application scenario and benefits
80 optimum predictive maintenance strategy 0.7281 A Review and Methodology Development for Remaining Useful Life Prediction of Offshore Fixed and Floating Wind turbine Power Converter with Digital Twin Technology Perspective
81 real-world economic activities are realistically simulated and represented 0.7265 The Digital Twin of the Economy: Proposed Tool for Policy Design and Evaluation
82 globalization, new manufacturing techniques and liberalization policies 0.7261 A Digital Twin Concept for Manufacturing Systems
83 data storage space and retrieval efficiency 0.7239 Data Construction Method for the Applications of Workshop Digital Twin System
84 Increased penetration of fluctuating renewable energy resources 0.7239 Challenges of developing a digital twin model of renewable energy generators
85 bullwhip and ripple effects 0.7236 The architectural framework of a cyber physical logistics system for digital-twin-based supply chain control
86 multiple data sources and modelled processes 0.7232 Towards a Digital Twin with Generative Adversarial Network Modelling of Machining Vibration
87 long product lifecycles, difficulty in customizing products, high costs 0.7187 Designing a unique Digital Twin for linear infrastructures lifecycle management
88 accuracy, applicability, and peculiarities 0.7153 Application of Digital Twin for Gas Turbine Off-Design Performance and Operation Analyses
89 shorter product lifecycles, highly customized products and stiff global competition 0.715 Contribution to the development of a Digital Twin based on product lifecycle to support the manufacturing process
90 real-time fatigue life consumption 0.7104 Augmented Kalman filter with a reduced mechanical model to estimate tower loads on an onshore wind turbine: a digital twin concept
91 efficiency 0.7095 Towards a Digital Twin Supporting Risk Based Decision Making for Offshore Installations
92 to determine the required probability inputs 0.7067 Probabilistic methods for risk assessment of airframe digital twin structures
93 improving the accuracy of existing and future simulation tools 0.7063 The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor
94 Automated detection of change scenarios in the real world and dealing with missing information 0.7028 An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System
95 how to converge the manufacturing physical world and the virtual world 0.7024 Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing
96 urban transformation 0.6969 A Visionary Model on Blockchain-based Accountability for Secure and Collaborative Digital Twin Environments
97 exploring and operating in harsh environments normally inaccessible by humans 0.6962 Finding Meaning, Application for the Much-Discussed Digital Twin
98 determining the implementation level (specification) of its components 0.6928 Deriving a Cost-Effective Digital Twin of an ICS to Facilitate Security Evaluation
99 how to cost effectively create it 0.6922 Automated Creation of the Pipeline Digital Twin During Construction: Improvement to Construction Quality and Pipeline Integrity
100 connectivity, integration and multidisciplinary research 0.6916 Digital Twin: Enabling Technologies, Challenges and Open Research
101 we design a Chi-square detector to monitor the estimation process 0.6896 A Game-Theoretic Approach to Secure Estimation and Control for Cyber-Physical Systems with a Digital Twin
102 accidents that may occur when training new employees using operating physical assets 0.6895 Digital Twin for the Oil and Gas Industry: Overview, Research Trends, Opportunities, and Challenges
103 long-term efforts and strategic considerations 0.6884 Digital twin for Advanced Service delivery systems: Opportunities and challenges
104 The patent technology of each country is developed independently 0.6883 Revolution on digital twin technology—a patent research approach
105 information redundancy 0.6862 Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management
106 increased system complexity as well as abrupt market requirement changes 0.6851 Consistency check to synchronize the Digital Twin of manufacturing automation based on anchor points
107 how to realize the effective cyber–physical fusion 0.6832 Digital Twin in Industry: State-of-the-Art
108 most of the manufacturing phenomena are stochastically nonlinear 0.6806 Creating Digital Twin of Processed Surface for Industry 4.0
109 to also quantify the confidence in the fused data 0.6746 Aerodynamic Data Fusion Towards the Digital Twin Paradigm
110 safety and reliability 0.6743 From ROM of Electrochemistry to AI-Based Battery Digital and Hybrid Twin
111 to ensure production with minimal cost and high customization 0.6739 Digital Twin of Experimental Smart Manufacturing Assembly System for Industry 4.0 Concept
112 virtual reality interaction, real-time mapping, and symbiotic evolution 0.6715 Digital-Twin-Based Job Shop Scheduling Toward Smart Manufacturing
113 data quality of the motion data 0.6707 The Digital Twin: Realizing the Cyber-Physical Production System for Industry 4.0
114 configurations affect data availability, applicable limit values or the impact of certain factors 0.6705 Dynamic digital twin for predictive maintenance in flexible production systems
115 Sensors and actuators 0.67 Digital twin-driven product design framework
116 confidentiality, integrity, and availability of manufacturing data 0.6699 Concept and Implementation of a Cyber-Physical Digital Twin for a SMT Line
117 modelling a realworld object 0.6693 Why Robots do not matter! Using Digital Twin and Augmented Learning for Continuous Improvement in the context of Manufacturing
118 machining accuracy, chip formation and tool wear 0.6687 Digital equipment twin as the basis for the consumer in digital production
119 to store all damage information in term of a surface model 0.6673 Development of a bridge maintenance system for prestressed concrete bridges using 3D digital twin model
120 affects the real copy of the device 0.6672 Proposal of Digital Twin Platform Based on 3D Rendering and IIoT Principles Using Virtual / Augmented Reality
121 file formats and data standardization 0.6611 Building a digital twin for additive manufacturing through the exploitation of blockchain: A case analysis of the aircraft industry
122 managing the inevitable shift in workplace dynamics 0.6567 Challenges of Digital Twin System
123 construction scenario simulation, innovative teaching approaches and operations scenario simulation 0.6565 Development of a Digital Twin Model for Real-Time Assessment of Collision Hazards
124 resiliency of interconnected microgrids 0.6543 On the Implementation of IoT-Based Digital Twin for Networked Microgrids Resiliency Against Cyber Attacks
125 different standardization waves will inter-mix 0.653 A Survey on the Necessity for a Digital Twin of Production in the Automotive Industry
126 safety, reliability, durability, and cost 0.6513 Digital twin for battery systems: Cloud battery management system with online state-of-charge and state-of-health estimation
127 future work direction 0.6507 Digital twin-driven rapid reconfiguration of the automated manufacturing system via an open architecture model
128 faster decision-making 0.6501 Simulation-based Analysis of the Interaction of a Physical and a Digital Twin in a Cyber-Physical Production System
129 simulation and test separation 0.6453 Digital Twin of Solid Rocket Motor, Problem and Challenge
130 lack of preparation 0.6434 Product Processes based on Digital Twin
131 prevention of substandard products which do not meet quality requirements 0.643 Improvement of the quality of designed cylindrical grinding cycle with traverse feeding based on the use of digital twin options
132 determining the remaining life of components before they need to be dismantled 0.6428 Lifespan Prediction Technique for Digital Twin-Based Noise Barrier Tunnels
133 integral parts 0.6397 Digital Thread and Twin for Systems Engineering: EMD to Disposal
134 compatibility and interoperability challenges 0.6383 Digital twin-based WEEE recycling, recovery and remanufacturing in the background of Industry 4.0
135 to simulate the assembly procedure and predict the deviations and stresses 0.6358 Individualizing Locator Adjustments of Assembly Fixtures Using a Digital Twin
136 different measures of error would be of interest 0.6352 Digital Twin Based Condition Monitoring of a Knuckle Boom Crane: an Experimental Study
137 developing more agile digital models and simulation engine 0.6304 Digital twin-based industrial cloud robotics: Framework, control approach and implementation
138 precision cardiology 0.6293 The ‘Digital Twin’ to enable the vision of precision cardiology
139 high complexity of the simulated systems 0.6239 Virtualization of Production Using Digital Twin Technology
140 interfaces to the real building and vice versa 0.6235 A Digital Twin for Directing People Flow in Preserved Heritage Buildings
141 performance hurdles 0.6226 Digital twin-based cyber physical production system architectural framework for personalized production
142 central issues 0.6217 Digital Twin Concepts in Manufacturing Industries - A Literature Review and Avenues for Further Research
143 distributed and heterogeneous nature of the information 0.621 Planning Agricultural Core Road Networks Based on a Digital Twin of the Cultivated Landscape
144 connectedness in cyberspace 0.6206 A Six-Layer Digital Twin Architecture for a Manufacturing Cell
145 failure detection and diagnostics of artificial lift systems 0.6185 Electrical Submersible Pump Digital Twin, the Missing Link for Successful Condition Monitoring and Failure Prediction
146 considerable variations within engines 0.6178 Fleet Monitoring and Diagnostics Framework Based on Digital Twin of Aero-Engines
147 risk control and prevention 0.613 Digital Twin Reference Model Development to Prevent Operators’ Risk in Process Plants
148 enabling an informed decisionmaking 0.6125 Exploring the role of Digital Twin for Asset Lifecycle Management
149 presenting a huge amount of collected data and information 0.6117 Visualisation of the Digital Twin data in manufacturing by using Augmented Reality
150 less detailed programming and human control 0.6107 Defining a Digital Twin-based Cyber-Physical Production System for autonomous manufacturing in smart shop floors
151 deploying and taking advantage of evidence-based strategic decisions to enhance profit gain 0.6085 Industrial IoT integrated with Simulation – A Digital Twin approach to support real-time decision making
152 Conflicts of interest None 0.6077 A digital twin-driven approach for the assembly-commissioning of high precision products
153 Root-cause failure analysis and predictive maintenance 0.607 Challenges in Digital Twin Development for Cyber-Physical Production Systems
154 To obtain modulation signal vm 0.6068 Application of Digital Twin Concept in Condition Monitoring for DC-DC Converters
155 reducing losses, improving process stability, reducing downtime and anomalies 0.6065 Combination of Digital Twin and Artificial Intelligence in Manufacturing Using Industrial IoT
156 complex interactions of production assets and setting parameters 0.6059 Model-Driven Development of a Digital Twin for Injection Molding
157 real-time production monitoring, simulation analysis, and feedback control of physical systems 0.6046 Event-Driven Online Machine State Decision for Energy-Efficient Manufacturing System Based on Digital Twin Using Max-Plus Algebra
158 helps optimize business performance 0.6042 The logistics network digital twin in view of concept of the non-destructive quality control methods
159 To reduce the number of damaged potatoes during the harvest 0.6026 Business Models for Industrial Smart Services – The Example of a Digital Twin for a Product-Service-System for Potato Harvesting
160 any reconditioning project 0.6026 Digital Twin: Applying emulation for machine reconditioning
161 wider time scales and more realistic communication contracts 0.6015 SoC-based Digital Twin of Power System Simulation
162 performance, the surface quality, and the mechanical properties 0.597 Digital twin modeling method based on biomimicry for machining aerospace components
163 fault prediction and fault location accuracy and optimality of maintenance strategy 0.5962 Data Super-Network Fault Prediction Model and Maintenance Strategy for Mechanical Product Based on Digital Twin
164 they introduce changes to information (concepts) dependencies 0.5956 Human Digital Twin: Enabling Human-Multi Smart Machines Collaboration
165 productivity and efficiency 0.5881 A Digital Twin for Grinding Wheel: An Information Sharing Platform for Sustainable Grinding Process
166 leads to added value, and creates new markets 0.5873 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
167 inaccurate descriptions and ambiguity for assembly operators 0.587 Digital twin-based smart assembly process design and application framework for complex products and its case study
168 determination of the detail-level of the power system model 0.5858 Recent and prospective developments in power system control centers: Adapting the digital twin technology for application in power system control centers
169 there can be differences between the real production system and the state of planning 0.5855 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
170 production planning, production process operation instructions, and production elements 0.5852 Framework for manufacturing-tasks semantic modelling and manufacturing-resource recommendation for digital twin shop-floor
171 significant computational cost, and too little use of simulation methods 0.5849 Sensor Control in Anti-Submarine Warfare—A Digital Twin and Random Finite Sets Based Approach
172 what will happen in the overall production line when a certain parameter is changed 0.5848 The digital twin of an industrial production line within the industry 4.0 concept
173 we may have access to additional tank information 0.5848 Visualising the digital twin using web services and augmented reality
174 enhances democratic decision-making for smart, sustainable cities 0.58 DIGITAL TWIN, VIRTUAL REALITY AND SPACE SYNTAX: CIVIC ENGAGEMENT AND DECISION SUPPORT FOR SMART, SUSTAINABLE CITIES.
175 risking the model accuracy 0.5765 Methodology for enabling Digital Twin using advanced physics-based modelling in predictive maintenance
176 status monitoring and machining process optimization 0.575 Real-time machining data application and service based on IMT digital twin
177 Vision Impairment of the worker 0.5742 A Digital Twin-Based Multi-modal UI Adaptation Framework for Assistance Systems in Industry 4.0
178 achieving a balance between factors and constraints 0.5736 Towards the development of a Digital Twin: A comparative study of 3D data acquisition methods for mechanical and electrical assets
179 feedback from product operation and maintenance to product design 0.5733 Digital Twin Technology
180 smart factories are advancing in technology to increase production and to be more efficient 0.5723 Towards a Digital Twin for Cloud Manufacturing: Case Study
181 establishing relationships between projections by detecting shared data flows 0.5673 A Method for Digital Twin Generation Based on the Aggregation of Information Objects
182 artificial intelligent algorithms and multi-criteria decision-making techniques 0.5669 Digital Twin-Based Smart Manufacturing System for Project-Based Organizations: A Conceptual Framework
183 system dynamics modeling 0.566 The Digital (Mission) Twin: an Integrating Concept for Future Adaptive Cyber-Physical-Human Systems
184 Environment, interfaces and intelligence 0.5627 A digital twin to train deep reinforcement learning agent for smart manufacturing plants: Environment, interfaces and intelligence
185 helped staff to predict the remaining useful life of spacecraft 0.5621 A Product Quality Monitor Model With the Digital Twin Model and the Stacked Auto Encoder
186 social inequality and housing crisis 0.5621 Developing a City-Level Digital Twin Propositions and a Case Study
187 it does not get tired or become stagnant 0.5621 The digital twin technology and its role in manufacturing
188 to strike each square millimeter with the ray 0.562 ADVANTAGES OF A DIGITAL TWIN - BIM 7D - FOR HIGH VOLTAGE SUBSTATION ENGINEERING USING OPTICAL SYMBOL RECOGNITION TECHNOLOGY
189 lowering maintenance costs and increasing reliability and safety of aircraft 0.5607 Towards a Digital Twin for Mitigating Void Formation in Autoclave Composite Parts
190 contain the manufacturing information 0.5603 Design and implementation of a digital twin application for a connected micro smart factory
191 they only capture relevant interdependencies between subsystems 0.5586 WoT Graph as Multiscale Digital-Twin for Cyber-Physical Systems-of-Systems
192 food security and sustainability 0.5585 Digital Twin Technology for Aquaponics: Towards Optimizing Food Production with Dynamic Data Driven Application Systems
193 costs and scheduling 0.5563 Demonstration of an Industrial Framework for an Implementation of a Process Digital Twin
194 security and energy consumption minimization 0.5539 Modeling of Cyber-Physical Systems and Digital Twin Based on Edge Computing, Fog Computing and Cloud Computing Towards Smart Manufacturing
195 increasing the overall operational efficiency of seismic vessels through digitisation and automation 0.5534 Seismic RTDT: Real-Time Digital Twin for Boosting Performance of Seismic Operations
196 To limit computational load and bandwidth consumption 0.5522 Realization of the 5-Axis Machine Tool Digital Twin Using Direct Servo Control from CAM
197 change and process improvement 0.5519 CONCEPTION OF A DIGITAL TWIN IN MECHANICAL ENGINEERING – A CASE STUDY IN TECHNICAL PRODUCT DEVELOPMENT
198 The DTS could obtain a balance of the configuration cost and theoretical operation cost 0.5511 Digital twin-based designing of the configuration, motion, control, and optimization model of a flow-type smart manufacturing system
199 living together 0.5477 Human Digital Twin for Fitness Management
200 costs reducing in conditions of high variety low volume machine-building production 0.5477 Application of the Digital Twin Concept to Solve the Monitoring Task of Machine-Building Technological Process
201 Developing optimal designs both for controllers and electrical machines 0.5476 Digital Twin Real-Time FPGA Implementation for Light Electric Vehicle Propulsion System Using EMR Organization
202 information visibility and traceability 0.5475 Digital twin-enabled Graduation Intelligent Manufacturing System for fixed-position assembly islands
203 carbon emission prediction and control methods 0.5438 Digital twin-driven carbon emission prediction and low-carbon control of intelligent manufacturing job-shop
204 automated analysis and evaluation processes 0.5433 Digital Twin: Research Framework to Support Preventive Conservation Policies
205 watch only, guided, autonomous) to progressively learn 0.5418 Digital twin and virtual reality: a co-simulation environment for design and assessment of industrial workstations
206 energy and resource efficiency, increasing productivity, and digital integration of engineering 0.5415 Digital twin: current scenario and a case study on a manufacturing process
207 more sensitive to multiple fault conditions 0.5413 Data-driven digital twin technology for optimized control in process systems
208 multiscale and multiphysics modeling, model integration, and computational demands 0.5394 On the Effects of Modeling As-Manufactured Geometry: Toward Digital Twin
209 urbanization and rising greenhouse gas emissions 0.539 Smart City Digital Twin–Enabled Energy Management: Toward Real-Time Urban Building Energy Benchmarking
210 forecast seismic wave changes, and the accuracy of the system was verified 0.539 Construction of Digital Twin Geotechnical Resistance Model for Liquefaction Risk Evaluation
211 non-financial interest 0.5389 Coupled simulation of thermally active building systems to support a digital twin
212 the need to gain computational results in real-time 0.5377 The medical digital twin assisted by Reduced Order Models and Mesh Morphing
213 higher efficiency, accuracy and economic benefits 0.5336 Implementation of an IoT- and Cloud-based Digital Twin for Real-Time Decision Support in Port Operations
214 machine learning methods 0.5318 Development of digital twin of CNC unit based on machine learning methods.
215 improved flexibility, scalability and efficiency 0.5316 Automatic Generation of a Simulation-Based Digital Twin of an Industrial Process Plant
216 large amount of heterogeneous data 0.5303 Toward the digital twin of additive manufacturing: Integrating thermal simulations, sensing, and analytics to detect process faults
217 estimates the characteristic outputs precisely in real time 0.5297 A Digital Twin Approach for Fault Diagnosis in Distributed Photovoltaic Systems
218 lack of semantic interoperability between architectures, standards and ontologies 0.5291 Digital twin for real-time data processing in logistics
219 unexpected or undesired human interaction with the product itself 0.5284 Micro Manufacturing Unit – Creating Digital Twin Objects with Common Engineering Software
220 automated decision making 0.5282 A Digital Twin for Automated Root-Cause Search of Production Alarms Based on KPIs Aggregated from IoT
221 accuracy and adaptiveness in real-time what-if scenarios 0.5266 A molecular dynamics based digital twin for ultrafast laser material removal processes
222 tracking every single part is logistically difficult and economically not feasible 0.5259 A DIGITAL TWIN FOR ROOT CAUSE ANALYSIS AND PRODUCT QUALITY MONITORING
223 mining and automating decision-support knowledge from the context 0.5215 Digital Twin-Driven Cyber-Physical System for Autonomously Controlling of Micro Punching System
224 different levels of uncertainty in the system 0.5203 Integration of an energy management tool and digital twin for coordination and control of multi-vector smart energy systems
225 resource the production system to match the demand without overproduction 0.5185 Representing financial data streams in digital simulations to support data flow design for a future Digital Twin
226 To ensure a continuous thread of data through the life of a field 0.5184 Digital Twin Through the Life of a Field
227 various design strategies coupled with a specific business/service model 0.5173 Digital Twin as a decision-making tool to opt for the most promising Product Design Strategies in a Circular Economy
228 Reference positions and corresponding velocities 0.5166 Digital Twin-Based Optimization for Ultraprecision Motion Systems With Backlash and Friction
229 real time adaptation of the model performance 0.5158 Digital Twin for Monitoring of Industrial Multi-Effect Evaporation
230 The scarcity of water 0.5144 Digital Twin Driven Inclusive Manufacturing Using Emerging Technologies
231 key enablers for smart manufacturing systems 0.5139 A Digital Twin Framework for Performance Monitoring and Anomaly Detection in Fused Deposition Modeling
232 accuracy is reduced with increased time 0.5125 Reengineering Aircraft Structural Life Prediction Using a Digital Twin
233 reusing and evaluating process knowledge 0.5096 Digital twin-based process reuse and evaluation approach for smart process planning
234 the complexity of the system affects the human skill of decision making 0.5091 Modular Fault Ascription and Corrective Maintenance Using a Digital Twin
235 High temperatures increase the probability of efficiency problems, failures and profit reduction 0.509 Digital Twin Software for Electrical Machines
236 to build a more comprehensive digital twin for the satellite’s operation and maintenance 0.509 A Digital Twin-Based Approach for the Fault Diagnosis and Health Monitoring of a Complex Satellite System
237 capacity and availability 0.5066 Manufacturing Blockchain of Things for the Configuration of a Data-and Knowledge-Driven Digital Twin Manufacturing Cell
238 velocity reversal and higher dynamics with respect to the first 0.5041 Digital Twin Development of HexaFloat, a 6DoF PKM for HIL Tests
239 terrain, existing and planned buildings, tree locations, etc. 0.504 The Digital Twin of the City of Zurich for Urban Planning
240 challenges that do not exist in more controlled environments 0.5034 Digital Twin Strategies for SoS 4 Challenges and 4 Architecture Setups for Digital Twins of SoS
241 the estimated and real system reliability can significantly differ 0.5027 Digital Twin for Reliability Analysis During Design and Operation of Mechatronic Systems
242 making coalition cases integrated across human-infrastructure-technology and succeeding in implementation 0.5021 Devising a Game Theoretic Approach to Enable Smart City Digital Twin Analytics
243 unpredictable and undesirable emergent behaviors of the complex objects 0.5012 Understanding unstructured 3D point clouds for creating digital twin city: An unsupervised hierarchical clustering approach
244 synchromodality 0.5005 The Digital Twin concept and its role in reducing uncertainty in synchromodal transport
245 continuous advances in the medical AI applications, simulations, and virtual reality 0.4997 A Survey on Digital Twin: Definitions, Characteristics, Applications, and Design Implications
246 effective collaboration and integration between industrial devices and their virtual representation 0.4982 Internet of Things Ontology for Digital Twin in Cyber Physical Systems
247 holds data and information from the whole life cycle of product 0.4972 Digital Twin Data Modeling with AutomationML and a Communication Methodology for Data Exchange
248 separation of concerns by developing modular components 0.495 A Unified Ontology Namespace for Enterprise Integration a Digital Twin Case Study
249 the automotive industry 0.4941 Architecture of a Digital Twin for Enabling Digital Services for Battery Systems
250 information capture, exchange, use and management 0.4915 From BIM Towards Digital Twin: Strategy and Future Development for Smart Asset Management
251 actual failure conditions and the field visible variables 0.4908 The Development and use of a Digital Twin Model for Tire Touchdown Health Monitoring
252 enhance HMI 0.4889 Digital twin enhanced human-machine interaction in product lifecycle
253 can open market opportunities with new products and new revenue streams 0.4881 Toward Digital Twin and Simulation- Driven New Product Development
254 keeping flexibility and reducing production time and cost 0.4875 Knowledge-driven digital twin manufacturing cell towards intelligent manufacturing
255 cannot accurately reflect the multi-physics distributions and track the local problems 0.485 Multi-Physics-Resolved Digital Twin of Proton Exchange Membrane Fuel Cells with A Data-Driven Surrogate Model
256 developing systems that conform with all the standards that the railway uses 0.4845 Twin tracks: The drive to create a smart digital model of the UK
257 the data does not only flow from the system 0.4838 Towards a digital twin: a hybrid data-driven and mechanistic digital shadow to forecast the evolution of lignocellulosic fermentation
258 efficient process preview, dynamic equipment modeling and adaptive device controlling 0.4834 Digital twin-enabled self-evolved optical transceiver using deep reinforcement learning
259 altering the current nature of decision making under risk 0.4816 Approach to the Development and Application of a Digital Thread / Digital Twin Authoritative Truth Source
260 realizing further modelling consistency and accuracy according to experiment 0.481 Digital twin for CNC machine tool: modeling and using strategy
261 faults or deviations that have occurred 0.4799 DT-II:Digital twin enhanced Industrial Internet reference framework towards smart manufacturing
262 sustainability-based lifecycle management for railway turnout systems 0.4794 Digital twin aided sustainability-based lifecycle management for railway turnout systems
263 proper design and adaptability 0.4759 Digital Twin for rotating machinery fault diagnosis in smart manufacturing
264 the functions of the digital twin have to be established first 0.4751 THE DIGITAL TWIN THEORY - DESIGNING A TEST INFRASTRUCTURE USING SYSML
265 objects with low legal protection and information safety level 0.4749 Industry Practices of Digital Twin Technology Application in the Russian Federation
266 material properties and some manufacturing processes such as casting and metal forming 0.4748 Work in Progress: Enable Digital Thread and Digital Twin Learning Envi-ronment for Cybermanufacturing Education
267 adjusting a DHT framework to support authorization and data feeds 0.4746 A Distributed Ledger Approach to Digital Twin Secure Data Sharing
268 improve the digital level of the intelligent manufacturing unit and the operating efficiency 0.4745 Digital twin process and simulation operation control technology for intelligent manufacturing unit
269 real-time data to support urban decision making and communication 0.4727 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
270 Simulation of the electrochemical performance 0.4718 Digital Twin-Driven All-Solid-State Battery: Unraveling the Physical and Electrochemical Behaviors
271 complex business systems 0.4709 An actor based simulation driven digital twin for analyzing complex business systems
272 the control and surveillance of road infrastructure 0.4701 Mobile Mapping, Machine Learning and Digital Twin for Road Infrastructure Monitoring and Maintenance: Case Study of Mohammed VI Bridge in Morocco
273 providing access to the information they need to improve their processes and make business decisions 0.4698 A review on simulation in digital twin for aerospace, manufacturing and robotics
274 to estimate the product quality 0.469 Information model and software architecture for the implementation of the digital twin of the turbine rotor
275 troubleshooting and re-planning 0.4657 Digital twin-enabled reconfigurable modeling for smart manufacturing systems
276 reduction of experimental effort required to design and optimise the manufacturing process 0.4653 Digital Twin of the Polyurethane Rotational Moulding Process
277 interconnection of industrial devices and the establishment of new business models 0.4631 Using Digital Twin Data for the Attribute-Based Usage Control of Value-Added Networks
278 can start driving control and management systems of enterprises in the nearest future 0.4626 Digital Twin based synchronised control and simulation of the industrial robotic cell using Virtual Reality
279 the need for a lot of manual operations 0.4625 Dynamic Analysis of Digital Twin System Based on Five-Dimensional Model
280 improve the competitiveness and productivity 0.4622 Digital Twin Applications: A Review
281 flaws and defects 0.4606 Multiphysics Stimulated Simulation Digital Twin Methods for Fleet Management
282 to adjust the physical world mainly through controlling the operations with feedback 0.4602 Enabling technologies and tools for digital twin
283 the collectedRUL during their operations 0.4601 The use of Digital Twin for predictive maintenance in manufacturing
284 interoperability and accessibility 0.4595 Digital Twin-driven smart manufacturing: Connotation, reference model, applications and research issues
285 adaptation of the calculation units 0.4574 IoT-based Mine Ventilation Control System Architecture with Digital Twin
286 complexities 0.4551 Development of the simulation model for Digital Twin applications in historical masonry buildings: The integration between numerical and experimental reality
287 to digitally emulate real behavior 0.4549 Intelligent control of an assembly station by integration of a digital twin for employees into the decentralized control system
288 dynamic nature of the process and the large uncertainty 0.4521 Digital twin of nuclear waste management facilities
289 simple problems that allowed comparison with analytical calculations 0.451 Demonstration of an Airframe Digital Twin Framework Using a CF-188 Full-Scale Component Test
290 logistics (trucks, trains), factory, production, warehouse or buildings 0.4477 Digital Twin of manufacturing systems: a case study on increasing the efficiency of reconfiguration
291 this problem does not affect the quality of the final results 0.4469 Data-driven ship digital twin for estimating the speed loss caused by the marine fouling
292 root cause analysis and product quality monitoring 0.4465 A Digital Twin-Driven Approach for On-line Controlling Quality of Marine Diesel Engine Critical Parts
293 real-time monitoring, optimization simulation, and intelligent forecasting 0.4465 Information modeling for cyber-physical production system based on digital twin and AutomationML
294 complexity in product documentation 0.4441 TOWARDS A DIGITAL TWIN: HOW THE BLOCKCHAIN CAN FOSTER E/E-TRACEABILITY IN CONSIDERATION OF MODEL-BASED SYSTEMS ENGINEERING
295 involved in all activities that imply theirphysical twins 0.4409 Embedded Digital Twin for ARTI-Type Control of Semi-continuous Production Processes
296 enhancing transparency and revealing potentials for optimization measures in production systems 0.4392 The Digital Twin: Demonstrating the Potential of Real Time Data Acquisition in Production Systems
297 minimal developments costs 0.4391 ‘MIRROR, MIRROR, ON THE WALL’: ROBOTIC PROCESS AUTOMATION IN THE PUBLIC SECTOR USING A DIGITAL TWIN
298 creation of new branches and schools of thought and the extent of creative burn 0.4389 Digital Twin of a Research Organization: Approaches and Methods
299 magnetic flux density and field lines 0.4385 Insights into Digital Twin Based on Finite Element Simulation of a Large Hydro Generator
300 it is crucial for companies to continuously adapt and improve their product development processes 0.437 WHAT IS A DIGITAL TWIN? – DEFINITIONS AND INSIGHTS FROM AN INDUSTRIAL CASE STUDY IN TECHNICAL PRODUCT DEVELOPMENT
301 the introduction of aerospace vehicles to health maintenance 0.4363 Monitoring and Warning for Digital Twin-driven Mountain Geological Disaster
302 continuous monitoring of carotid stenosis/stroke potential may take place 0.435 A semi-active human digital twin model for detecting severity of carotid stenoses from head vibration—A coupled computational mechanics and computer vision method
303 privacy anomalies 0.4347 A Digital Twin-based Privacy Enhancement Mechanism for the Automotive Industry
304 several systematic errors 0.4343 Using an Advanced Digital Twin to Improve Downhole Pressure Control
305 must have a hierarchical structure 0.4337 Hierarchy of Human Operator Models for Digital Twin
306 distributed energy sources 0.4336 DIGITAL TWIN OF DISTRIBUTED ENERGY DEVICES
307 all processes, resources, products were recorded and transferred in a digital model 0.4332 Simulation-ready digital twin for realtime management of logistics systems
308 fatigue and structural durability 0.4331 Description of the cyclic material behaviour of aluminium wrought alloys as basis for a digital twin
309 they are compliant with the AEC industry 0.4318 SPHERE: BIM Digital Twin Platform
310 problems that might have occurred 0.4315 Modeling and implementation of a digital twin of material flows based on physics simulation
311 weather limits, vessels capacity 0.4311 Digital Twin - Engineering with the Human Factor in the Loop
312 timeliness and delivery of increasingly powerful simulation applications 0.4299 The Digital Twin Throughout the SE Lifecycle
313 maintaining data partitioning and IP security throughout the manufacturing ecosystem 0.4267 A Requirements Driven Digital Twin Framework: Specification and Opportunities
314 different failure modes are linked 0.4258 Integrating Virtual Reality and Digital Twin in Circular Economy Practices: A Laboratory Application Case
315 to exploit them by mining to improve decisions 0.4256 A knowledge-based Digital Shadow for machining industry in a Digital Twin perspective
316 low levels of efficiency, intelligence, and sustainability 0.4231 Machine Learning based Digital Twin Framework for Production Optimization in Petrochemical Industry
317 Different faults 0.421 IEEE 1451 Smart Sensor Digital Twin Federation for IoT/CPS Research
318 comfort and entertainment issues 0.4209 Systems engineering and digital twin: a vision for the future of cruise ships design, production and operations
319 probabilistic damage tolerance 0.4192 An Ultrafast Crack Growth Lifing Model to Support Digital Twin, Virtual Testing, and Probabilistic Damage Tolerance Applications
320 directions and limitations 0.4184 Creating a Digital Twin to the Online Promotion Process for Small Businesses
321 increased accuracy 0.4168 A method for identification and sequence optimisation of geometry spot welds in a digital twin context
322 an underlying support tool is required to express the semantic implications 0.4165 Digital Twin for Everything: Some Pilot Studies
323 increase the data traceability and perform optimization with a minimum number of physical tests 0.4156 Implementation of “Digital Twin” Concept for Modern Project-Based Engineering Education
324 Monitor geometric and plastic deformation 0.411 A Review of the Roles of Digital Twin in CPS-based Production Systems
325 to retain the class structure 0.4109 Automated Generation of a Digital Twin Using Scan and Object Detection for Data Acquisition
326 includes all the ship’s information 0.4098 The “Digital twin”. Digitization process from the point of view of a classification society
327 impacts, fatigue and deterioration processes 0.4091 Monitoring and Inspection Techniques Supporting a Digital Twin Concept in Civil Engineering
328 design and analyze a complex DMS 0.4079 How to model and implement connections between physical and virtual models for digital twin application
329 realistic behaviour of the bridges as well as future performance 0.4079 Digital Twin Models for Maintenance of Cable-Supported Bridges
330 blood pressure and flow variations 0.4067 Synthetic PPG generation from haemodynamic model with baroreflex autoregulation: a Digital twin of cardiovascular system
331 improve equipment maintenance 0.4065 Research on Application of Digital Twin in Simulation of Equipment Maintenance Support
332 improving system maintenance over time based on system operation and maintenance history 0.406 Leveraging Digital Twin Technology in Model-Based Systems Engineering
333 rapid qualification of 3D printed metallic components 0.4058 A digital twin for rapid qualification of 3D printed metallic components
334 conceptual design that includes graphical elements to create 3D models 0.4055 Fault injection in Digital Twin as a means to test the response to process faults at virtual commissioning
335 How to handle transfer of this digital data and documents to the operator 0.4046 Developing a Digital Twin: The Roadmap for Oil and Gas Optimization
336 better product quality and increased safety 0.4022 Digital Twin for Cybersecurity Incident Prediction: A Multivocal Literature Review
337 requiring substantially more compute time and output storage 0.3999 Petascale Cloud Supercomputing for Terapixel Visualization of a Digital Twin
338 calculates the moving resistance along the belt from the current operating conditions 0.3976 Digital twin based method to monitor and optimize belt conveyor maintenance and operation
339 characterization/measurement methods within the real world 0.3973 Measurement methods to build up the digital optical twin
340 virtual representations of physical objects and they can be connected with their physical counterparts 0.3961 Dimensions of Digital Twin Applications - A Literature Review
341 low ability of quality analysis and decision-making 0.3957 A Digital Twin-Based Approach for Quality Control and Optimization of Complex Product Assembly
342 stores some historical manufacturing deviation data of the countersink depth 0.3933 Tolerance Allocation With Simulation-Based Digital Twin for CFRP-Metal Countersunk Bolt Joint
343 important factors for offshore assets are top-side mass and damping 0.3929 True Fatigue Life Calculation Using Digital Twin Concept and Operational Modal Analysis
344 eliminate the error range of the sensors 0.3925 Digital Twin: Vision, Benefits, Boundaries, and Creation for Buildings
345 identify the presence, location and severity of damaged regions 0.392 Digital twin, physics-based model, and machine learning applied to damage detection in structures
346 failure modes quite similar to those observed in experiments 0.3907 DIGITAL TWIN FOR TANK TRACK ELASTOMERS: PREDICTING SELF-HEATING AND DURABILITY
347 critical for the realization of an efficient production process 0.3904 Data-driven Digital Twin approach for process optimization: an industry use case
348 cope with their natural drift 0.3899 Accelerating Biologics Manufacturing by Modeling or: Is Approval under the QbD and PAT Approaches Demanded by Authorities Acceptable without a Digital-Twin?
349 intelligent optimization and automation of the energy management and efficiency of the building system 0.3896 The Potential of Digital Twin Model Integrated With Artificial Intelligence Systems
350 significant temperature errors for some process parameter combinations 0.3883 Torque-Based Temperature Control in Friction Stir Welding by Using a Digital Twin
351 development situations of hydraulic engineering operation management 0.385 Discussion on the New Operation Management Mode of Hydraulic Engineering Based on the Digital Twin Technique
352 complexity of the infrastructure used 0.3843 Hardware and Software Infrastructure of Digital Twin Technology
353 potential fuel savings 0.3842 Design of a Hybrid Digital-Twin Flight Performance Model Through Machine Learning
354 heterogeneous material properties and rough surfaces 0.384 About a Digital Twin for the Fatigue Approach of Additively Manufactured Components
355 appropriate parameters for scale-up or scale-down for experimental characterization 0.3819 Digital Twin for Extraction Process Design and Operation
356 creates associations 0.3812 Digital twin-driven optimization of gas exchange system of 2-stroke heavy fuel aircraft engine
357 High complexity of models and analysis dealing with different types of data 0.3808 On the virtual optimization of CAI-CAx loop based on the digital twin: sculpture surface demonstrator
358 develop new opportunities and plan for the future 0.3796 Digital Geometry to Support a Gas Turbine Digital Twin
359 coupled optimization problems 0.3793 A Digital Twin-Based Approach for Designing and Multi-Objective Optimization of Hollow Glass Production Line
360 companies have been grappling with the degradation of critical barriers 0.3792 RB-FEA Based Digital Twin for Structural Integrity Assessment of Offshore Structures
361 increases productivity 0.3774 Digital Twin for Legacy Systems: Simulation Model Testing and Validation
362 one or more assembly steps for the mobile phone 0.3773 MES-integrated digital twin frameworks
363 constant interaction and data exchange with a real object 0.3757 Review of modern software complexes and digital twin concept for forecasting emergency situations in oil and gas industry
364 growing number of varieties per product and the raising customer demand for individualized products 0.3756 Integrating the Digital Twin of the manufacturing system into a decision support system for improving the order management process
365 problems of oil production 0.3751 Digital Twin of the Oil Well, Based on Data Mining Technologies
366 merged physical-based system modeling and distributed real-time process data 0.3751 Dynamic Evaluation Method of Machining Process Planning Based on Digital Twin
367 response predictions and subsequent engineering decisions 0.375 The digital twin of discrete dynamic systems: Initial approaches and future challenges
368 reallocation of both staff and equipment satisfying better high priority samples 0.3747 Pharmaceutical quality control laboratory digital twin – A novel governance model for resource planning and scheduling
369 reconfiguring the compressors may not be economically viable 0.3744 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
370 to reduce the digital model to the only necessary information 0.3742 AN APPROACH FOR THE IMPLEMENTATION OF THE DIGITAL TWIN IN THE AUTOMOTIVE WIRING HARNESS FIELD
371 its usefulness 0.3733 Man, machine and work in a digital twin setup: a case study
372 fundamental integration challenges associated with 3D models and terrain 0.3706 INTEGRATION OF 3D OBJECTS AND TERRAIN FOR 3D MODELLING SUPPORTING THE DIGITAL TWIN
373 adaptive integrating both new and legacy machines for the formation of part families with uncertainty 0.3693 Digital twin-driven rapid individualised designing of automated flow-shop manufacturing system
374 decrease of pressure ratio and efficiency 0.369 Digital-twin-driven geometric optimization of centrifugal impeller with free-form blades for five-axis flank milling
375 keeps a record of its operational and maintenance experiences 0.3676 Exploiting Digital Twin Technology to Teach Engineering Fundamentals and Afford Real-World Learning Opportunities
376 the reconstructed signals are consistent basic laws of nature 0.3656 Using Digital Twin Technology to Ensure Data Quality in Transport Systems
377 Introducing the new technologies 0.3651 Review of digital twin applications in manufacturing
378 Challenges, Framework, and Applications 0.3601 Preliminary Exploration on Digital Twin for Power Systems: Challenges, Framework, and Applications
379 creating a virtual replica of an individualsystem 0.3575 A Digital Twin for Operational Evaluation of Vertical Transportation Systems
380 The silo orientation of the DT 0.3486 Service Business Model Innovation: the digital twin technology
381 better fuel efficiency and lower emissions 0.3479 Digital Twin and Triple Spark Ignition in Four-Stroke Internal Combustion Engines of Two-Wheelers
382 the diversity of resources in the planning library 0.3419 A Case Study for a Digital Twin of Body-in-White Production Systems
383 improve decision making and ensure the system’s autonomy 0.3403 On the Engineering of IoT-Intensive Digital Twin Software Systems
384 improves the manufacturing efficiency and ensures the accuracy, stability, and quality 0.3402 Digital Twin and Big Data Towards Smart Manufacturing and Industry 4.0: 360 Degree Comparison
385 simulation/emulation of a physical system or a process 0.3393 A Unified Digital Twin Framework for Real-time Monitoring and Evaluation of Smart Manufacturing Systems
386 monitoring of solar power plants` condition 0.3381 DIGITAL TWIN IN THE ANALYSIS OF A BIG DATA
387 structuring of models and data 0.337 Next Generation Digital Twin
388 improve the accuracy and efficiency 0.3362 Digital Twin Driven Green Material Optimal-Selection towards Sustainable Manufacturing
389 it ensures that negative values are not proposed 0.3348 Digital twin approach for damage-tolerant mission planning under uncertainty
390 spatiotemporal brittleness effect of faults 0.3291 Digital twin-driven joint optimisation of packing and storage assignment in large-scale automated high-rise warehouse product-service system
391 Challenges and breakthroughs are also discussed as the future research directions 0.3288 Create the Individualized Digital Twin for Noninvasive Precise Pulmonary Healthcare
392 improving the way personalised care is delivered 0.3285 An appraisal of literature for design and implementation of developing a framework for digital twin and validation through case studies
393 its design, and its different applications in IVHM 0.3283 Understanding the role of a Digital Twin in Integrated Vehicle Health Management (IVHM)*
394 better connectivity and flexibility 0.3275 A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives
395 Verifying requirements related to dynamic properties of the machine 0.3272 FROM CAD TO PHYSICS-BASED DIGITAL TWIN: FRAMEWORK FOR REAL-TIME SIMULATION OF VIRTUAL PROTOTYPES
396 floating systems behavior 0.3262 Developing a Digital Twin for Floating Production Systems Integrity Management
397 managing and tracing the design, process, and execution data 0.3242 Digital twin-based assembly data management and process traceability for complex products
398 production problems 0.3222 Towards Digital Twin Implementation for Assessing Production Line Performance and Balancing
399 Designing, planning, improving and controlling this system 0.3155 Pervasive Computing Integrated Discrete Event Simulation for a Hospital Digital Twin
400 identifying the changes to make that have the greatest potential for improvement 0.3153 Is Digital Thread/Digital Twin Affordable? A Systemic Assessment of the Cost of DoD’s Latest Manhattan Project
401 rapid conception, accurate mapping, virtual simulation, and co-evolution 0.315 DTCluster: A CFSFDP Improved Algorithm for RFID Trajectory Clustering Under Digital-twin Driven
402 Building and Application 0.3139 Digital Twin of the Seismogeological Object: Building and Application
403 prevent failures caused by thermal stress 0.3137 MV Cable Modeling for Application in the Digital Twin of a Windfarm
404 enhancement of the downloaded file 0.3119 Digital Twin: An Enabler for New Business Models
405 digital modeling of physical assets or processes 0.3102 Development of electric vehicle maintenance education ability using digital twin technology and VR
406 integrating modeling and probabilistic analyses with as flown and as maintained data 0.3094 The US Air Force Digital Thread/Digital Twin - Life Cycle Integration and Use of Computational and Experimental Knowledge
407 it is connected to the real physical system that it represents 0.3087 Towards Automated 3D reconstruction in SME factories and Digital Twin Model generation
408 technological questions of DT design and operations 0.3062 Supporting Early Phases of Digital Twin Development with Enterprise Modeling and Capability Management: Requirements from Two Industrial Cases
409 represent people, things, and contexts 0.3048 Dracena: Real-Time Digital Twin Platform
410 emphasizes the interconnection of the physical and cyberspace 0.3044 User acceptance of virtual reality technology for practicing digital twin-based crisis management
411 diagnose and treat cardiovascular diseases 0.3038 Methods of computational modeling of coronary heart vessels for its digital twin
412 saving all simulation results to a database 0.3038 An architectural approach to process control of gas compressor stations with a low temperature separation gas preparation unit based on a digital twin
413 better potential lifestyle and growth 0.3036 Understanding Kid´s Digital Twin
414 massive adoption and intensive energy consumption 0.3022 Digital Twin-Based Energy Modeling of Industrial Robots
415 both digital twins are continuously synchronized with each other 0.2997 Evolution of a Digital Twin for a Steam Cracker
416 Optimization-Driven Product Development 0.2978 Optimization-driven product development to support digital twin creation on the small UAV case study
417 The inconsistent use 0.2947 A Taxonomy of Digital Twins
418 the acquisitioned data is ambiguous 0.2945 Integration of a digital twin as human representation in a scheduling procedure of a cyber-physical production system
419 30 percent cost reductions and 25 percent weight reductions 0.2943 Demonstrated Benefits of a Nascent Digital Twin
420 mass customization of products and a rising importance of software components 0.2943 Digital Twin in manufacturing: A categorical literature review and classification
421 constantly monitor, control, and optimize the logistics stream across companies 0.2941 SERVICE VALUE CREATION USING A DIGITAL TWIN
422 human-machine interaction, offline programming with the real environment 0.294 Industry 4.0 - Digital Twin Applied to Direct Digital Manufacturing
423 high complexity and different configurations 0.2933 The Digital Twin, Demonstrating the Potentials of Monitoring of Product/Process: a Case Based on an Agile Manufacturing Control Line
424 behaviors and interactions 0.2928 Time series behavior modeling with digital twin for Internet of Vehicles
425 unique historical buildings 0.2913 Numerical Analysis of the Creep and Shrinkage Experienced in the Sydney Opera House and the Rise of Digital Twin as Future Monitoring Technology
426 manufacturing service and product service application 0.2913 Application framework of digital twin-driven product smart manufacturing system: A case study of aeroengine blade manufacturing
427 closely related in their aim and function 0.2904 Comparison of Digital Twin Development in Manufacturing and Maritime Domains
428 temporal incoherence of the data sets 0.2886 Digital geoTwin Vienna: Towards a Digital Twin City as Geodata Hub
429 boosts its potential 0.2825 Virtual monitoring method for hydraulic supports based on digital twin theory
430 improve the quality of this research 0.2808 Digital Twin Driven Green Performance Evaluation Methodology of Intelligent Manufacturing: Hybrid Model Based on Fuzzy Rough-Sets AHP, Multistage Weight Synthesis, and PROMETHEE II
431 more detailed maintenance requirements and even supporting process simulation of a maintenance plan 0.2805 Prediction maintenance integrated decision-making approach supported by digital twin-driven cooperative awareness and interconnection framework
432 fault detection and prognosis 0.2801 Digital Twin Enabled Smart Control Engineering as an Industrial AI: A New Framework and A Case Study
433 different, contradictory production constraints 0.279 The Indicator-Based Evolutionary Algorithm for the Digital Twin
434 continuous improvement and innovation in production 0.2787 The Modeling Method of Digital Twin Models for Machining Parts
435 a local view provides little information about the target 0.2783 Deep learning-enabled intelligent process planning for digital twin manufacturing cell
436 advantages and potential 0.2767 Machine tool digital twin: Modelling methodology and applications
437 unprecedented levels of safety and reliability 0.2761 The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicles
438 findings of the missing link was made 0.2756 Real-Time asset tracking; a starting point for Digital Twin implementation in Manufacturing
439 The digital twin should mimic its physical counter-part in geometry and functionality 0.2741 Development of real-time monitoring and control system for Geothermal drilling by using digital twin technology
440 some anomalies occur in operating the second procedure 0.2734 Digital twin-based smart production management and control framework for the complex product assembly shop-floor
441 data from full-scale sea trials 0.2731 Digital Twin for Drilling Operations – Towards Cloud-Based Operational Planning
442 innovative design, manufacture and reliability of production line rise to a new height 0.2723 Research on Digital Twin Technology for Production Line Design and Simulation
443 advanced visualization of the services of the industry 4.0 0.2717 Towards improving the future of manufacturing through digital twin and augmented reality technologies
444 cumulative effect of the constantly changing variables that arise when processing a batch of parts 0.2714 Designing optimal automatic cycles of round grinding based on the synthesis of digital twin technologies and dynamic programming method
445 non-stationarity parameters of oscillatory systems 0.2712 Development of digital twin of high frequency generator with self-excitation in Simulink
446 real-time interaction and further convergence between physical space and information space 0.2707 Imagineering on Augmented Reality and Digital Twin for Digital Competence
447 select useful data from huge amounts of historical data 0.267 Modular based flexible digital twin for factory design
448 to promote individual physical manufacturing components asinformationcarriers 0.2653 Digital twin technology – An approach for Industrie 4.0 vertical and horizontal lifecycle integration
449 “compartmentalization” of the capabilities these tools provide 0.2652 The Digital Twin: Virtual Validation In Electronics Development And Design
450 improving accuracy 0.2644 Digital Twin Service towards Smart Manufacturing
451 help design factory and conduct corresponding changes 0.2639 Digital twin-driven system for roller conveyor line: design and control
452 limited medical resources 0.2633 A Novel Cloud-Based Framework for the Elderly Healthcare Services Using Digital Twin
453 better comprehension of their derivation 0.2614 Faster than real-time simulation of mobile crane dynamics using digital twin concept
454 smart operation and maintenance of complex industrial systems 0.261 A Framework of Smart Railway Passenger Station Based on Digital Twin
455 multi-source data fusion and management 0.2608 Equipment energy consumption management in digital twin shop-floor: A framework and potential applications
456 Guaranteeing the reliability and robustness 0.2582 Robust Digital Twin Compositions for Industry 4.0 Smart Manufacturing Systems
457 errors may be discovered which could affect the content 0.2581 Building blocks for a digital twin of additive manufacturing
458 it is difficult to cope immediately with an abnormality 0.2573 VREDI: virtual representation for a digital twin application in a work-center-level asset administration shell
459 production shifts and the usage patterns for the machines 0.2532 Digital Twin for Energy Optimization in an SMT-PCB Assembly Line
460 open issues of IDT-SDVNs 0.2521 Intelligent Digital Twin-Based Software-Defined Vehicular Networks
461 quantification of the uncertainties of the updated prediction model performance against measurements 0.2518 The True Digital Twin Concept for Fatigue Re-Assessment of Marine Structures
462 maximizing resource utilization rate and minimize cost to meet customer needs 0.2496 Digital twin-based opti-state control method for a synchronized production operation system
463 diagnostic process 0.2496 A Methodology for the Experimental Validation of an Aircraft ECS Digital Twin Targeting System Level Diagnostics
464 static and dynamic aspects 0.2491 Synchronizing physical factory and its digital twin through an IIoT middleware: a case study
465 reducing quality inspection batch 0.2486 The modelling and operations for the digital twin in the context of manufacturing
466 predicting brake pad wear in a conventional passenger vehicle 0.2466 A Simulation-Based Digital Twin for Model-Driven Health Monitoring and Predictive Maintenance of an Automotive Braking System
467 issues that the system hasn’t picked up yet 0.2448 Immersive Applications of Industrial Digital Twins
468 trials are completed at almost at no cost 0.2427 Ant Colony Optimization Algorithm for Industrial Robot Programming in a Digital Twin
469 optimal parameters related to drilling efficiency, speed and rate of penetration 0.2415 Drilling Automated Realtime Monitoring Using Digital Twin
470 enabled to reduce the defects 0.2368 An Investigation of Smart Manufacturing Using Digital Thread and Digital Twin Technology for Enhancement of Product Life Cycle
471 maximum range and endurance 0.2364 Improving Prediction Capability of Quadcopter Through Digital Twin
472 following a topology or relationship 0.2363 C2PS: A Digital Twin Architecture Reference Model for the Cloud-Based Cyber-Physical Systems
473 will untimely increase manufacturing productivity in real world work cells 0.2359 Flexible Work Cell Simulator Using Digital Twin Methodology for Highly Complex Systems in Industry 4.0
474 computationally expensive problems 0.2359 How to tell the difference between a model and a digital twin
475 To obtain adequate accuracy and high efficiency 0.2356 Structural Health Management of Damaged Aircraft Structures Using the Digital Twin Concept
476 The data transmission 0.2347 Digital Twin of Subsea Pipelines: Conceptual Design Integrating IoT, Machine Learning and Data Analytics
477 research of laboratory installation 0.2346 Development and creation a model of a digital twin of the cubepart rectification installation for the separation of a binary water-alcohol mixture
478 all functions are proved stable and useful 0.2327 Digital Twin for NC Machining Using Complete Process Information Expressed by STEP-NC Standard
479 overcame drawbacks and reduce efforts in reverse engineering 0.2318 Simulation and Digital Twin Based Design of a Production Line: A Case Study
480 movements in the ground and play shots 0.2285 Reliable Digital Twin for Connected Footballer
481 human behavior unpredictability 0.2255 Digital twin for adaptation of robots’ behavior in flexible robotic assembly lines
482 design and managing costs 0.225 From the Cyber-Physical System to the Digital Twin: the process development for behaviour modelling of a Cyber Guided Vehicle in M2M logic
483 lifetime of a machine can vary substantially depending on the environment 0.224 An Architectural Approach for Service Value Creation with the Digital Twin
484 design of the new operational procedures 0.2238 A digital twin approach to develop a new autonous system able to operate in high temperature environments within industrial plants
485 all challenges and risks 0.2221 Drilling Digital Twin Success Stories the Last 10 Years
486 The digital twin ingests all the measured data 0.222 Real-Time Cleaning of Time-Series Data for a Floating System Digital Twin
487 cyber physical systems 0.2157 Review on the Application of Industry 4.0 Digital Twin Technology to the Quality Management
488 uncertainties 0.2157 Digital Twin Enhanced Dynamic Job-Shop Scheduling
489 human center management and mobile digital shopfloor meetings for the blues 0.214 Digital Twin as Enabler for an Innovative Digital Shopfloor Management System in the ESB Logistics Learning Factory at Reutlingen - University
490 predict the error and the system to behave in a way to minimize the error 0.214 The Importance of Feature Selection Methods for the Error Prediction Process of a Digital Twin
491 The components of a digital twin may be heterogeneous systems 0.2123 A Survey of Digital Twin Technology for PHM
492 dynamics of machine components 0.2104 Fatigue life estimation of hydraulically actuated mobile working machines using Internet of Things and Digital Twin concepts
493 opening up new roads for up creating the power 0.2099 A Survey Paper on Concept of Digital Twin in Modern Era
494 challenges for gathering and processing large data sets 0.2037 Shaping the digital twin for design and production engineering
495 deployment approach; and (iii) agility contextual enablers 0.2034 TOWARDS AN EQUILIBRIUM MODEL FOR MEASURING THE IMPACT OF DIGITAL TWIN TECHNOLOGY ON ENTERPRISE AGILITY
496 to exploit the CPS and DT capabilities 0.2031 A Digital Twin-based scheduling framework including Equipment Health Index and Genetic Algorithms
497 complexity and size 0.2011 Closed-loop digital twin system for air cargo load planning operations
498 quality control system and personalized digital twins for every assembled product and its parts 0.2006 Digital Twin of Experimental Workplace for Quality Control with Cloud Platform Support
499 accurately describe the static physical properties and dynamic behavior shapes of assembly elements 0.1999 Digital Twin-Driven Control Method for Robotic Automatic Assembly System
500 DTs will be born and terminated for occurring events all the time 0.1967 Prototyping a Digital Twin for Real Time Remote Control Over Mobile Networks: Application of Remote Surgery
501 cross-functional discussions 0.1942 Classifying Digital Twins: A Three-Dimensional Conceptual Reference Model
502 Kalasatama District 0.1936 Smart City Platform Enabling Digital Twin
503 current condition of equipment and prediction of future events 0.1935 Digital Twin concept for smart injection molding
504 neglected interrelations between the facilities and the human factor 0.1906 Electric Stock Digital Twin in a Subway Traction Power System
505 faster and more cost efficient replanning and rebuilding 0.188 Keeping the Digital Twin up-to-date - Process Monitoring to Identify Changes in a Plant
506 reality-awareness of product scheduling and resource allocation, and predictive maintenance 0.1875 Integrating the Digital Twin of a Shop Floor Conveyor in the Manufacturing Control System
507 several tests of their application and the corresponding results 0.1852 Supporting the Design, Commissioning and Supervision of Smart Factory Components through their Digital Twin
508 many different perspectives and conceptions exist 0.1824 Next Generation Digital Twin: an Ecosystem for Mechatronic Systems?
509 the contents on which the systems associated with futuristic manufacturing systems 0.1823 Hidden Markov model-based digital twin construction for futuristic manufacturing systems
510 the sensor systems are processing the data during the manufacturing 0.1796 A digital twin for composite parts manufacturing : Effects of defects analysis based on manufacturing data
511 unexpected or undesired human interaction with the product itself 0.1771 Micro Manufacturing Unit and the Corresponding 3D-Model for the Digital Twin
512 improving mission success rates, shortening intervals between flights, and reducing maintenance costs 0.177 Digital twin for the structural health management of reusable spacecraft: A case study
513 decisionmaking and optimization processes can be made locally and digitally 0.1763 FMU-supported simulation for CPS Digital Twin
514 uncertainty and variability 0.1712 Disrupting rock engineering concepts: is there such a thing as a rock mass digital twin and are machines capable of learning rock mechanics?
515 significant performance and time resources 0.1683 Improving Process Using Digital Twin: A Methodology for the Automatic Creation of Models
516 overcome cities´ sustainability 0.1669 SMART CITY DEVELOPMENT WITH DIGITAL TWIN TECHNOLOGY
517 high quality sample points are virtually selected from a large set of point cloud 0.1653 A Digital Twin for Integrated Inspection System in Digital Manufacturing
518 enables bidirectional control with the physical process 0.1614 Digital Twin-based Cyber Physical System for Sustainable Project Scheduling
519 intelligent manufacturing; smart product-service systems 1 0.1597 A data- and knowledge-driven framework for digital twin manufacturing cell
520 connection between virtual and reality, and the co-evolution with physical objects 0.1569 Digital Twin-based Smart Building Management and Control Framework
521 different variables 0.1455 Process Modelling of Geothermal Drilling System Using Digital Twin for Real-Time Monitoring and Control
522 identifying the mechanical properties 0.1454 Mona Lisa’s digital twin: identifying the mechanical properties of the panel combining experimental data and advanced finite-element modelling
523 synthesizing monitoring/inspections, physical/numerical models 0.143 A new concept of digital twin of artifact systems: synthesizing monitoring/inspections, physical/numerical models, and social system models
524 feasibility, and application 0.1416 Digital Twin Requirements in the Context of Industry 4.0
525 Various optimization solutions and their costeffectiveness 0.1411 A case study of digital-twin-modelling analysis on power-plant-performance optimizations
526 facilitate the operators’ acquisition and use of knowledge, to enhance the industrial performances 0.1398 A Digital Twin based Service Oriented Application for a 4.0 Knowledge Navigation in the Smart Factory
527 safety and reliability 0.1364 Modeling of Digital Twin Workshop Based on Perception Data
528 diagnosis of problems in the past and the prediction of future trends 0.1351 Brief Analysis About Digital Twin Supply Chain Model and Application
529 fresh water availability 0.1325 A digital twin for smart farming
530 increasing electrical equipment reliability 0.1275 Digital twin technology as an instrument for increasing electrical equipment reliability
531 getting the whole characteristics of the target electric vehicle 0.1244 Data-centric middleware based digital twin platform for dependable cyber-physical systems
532 increases the reliability of the the equipments used 0.1215 Process Parameter Monitoring and Control Using Digital Twin
533 a digital replica of physical assets, processes and systems 0.1182 Developing a Dynamic Digital Twin at a Building Level: using Cambridge Campus as Case Study
534 fundamental rules from theoretical studies 0.1154 Deep Learning for Hybrid 5G Services in Mobile Edge Computing Systems: Learn From a Digital Twin
535 limited time in advance to evaluate decisions and their impact on the system 0.1117 Digital Twin - Concept of a Continuously Adaptive Power System Mirror
536 continually adapts to operational changes based on the collected online data and information 0.1063 The role of data fusion in predictive maintenance using digital twin
537 perform precise process simulation, control and analysis 0.1063 Digital Twin-enabled Collaborative Data Management for Metal Additive Manufacturing Systems
538 complete the monitoring of the health status of the workshop 0.0991 Research on the Virtual Reality Synchronization of Workshop Digital Twin
539 different goals at different stages 0.0971 A Hierarchical Digital Twin Model Framework for Dynamic Cyber-Physical System Design
540 some of the capabilities and dependencies 0.0948 A Reconfigurable Modeling Approach for Digital Twin-based Manufacturing System
541 achieving smart manufacturing 0.0937 Framework for a digital twin in manufacturing: scope and requirements
542 speed variance and TTC 0.0902 Sensor Fusion of Camera and Cloud Digital Twin Information for Intelligent Vehicles
543 technological landscape 0.0868 A Digital Twin Proof of Concept to Support Machine Prognostics with Low Availability of Run-To-Failure Data
544 troubles with the right implementation and connecting them in the future 0.0753 Analysis of Digital Twin Definition and Its Difference from Simulation Modelling in Practical Application
545 human developers and operators 0.0692 Information Digital Twin—Enabling Agents to Anticipate Changes in Their Tasks
546 how systems behave and what the mechanisms are 0.0652 A Comparative Study on Digital Twin Models
547 will act as a virtual sensor 0.0601 Digital Twin Concept for Aircraft System Failure Detection and Correction
548 emphasizes the connection between the physical entity and the corresponding DT model 0.0578 Consistency retention method for CNC machine tool digital twin model
549 damages 0.0521 Optimal Location of a Fiber-Optic-based sensing net for SHM applications using a digital twin
550 present health of EV motor remotely and in-house 0.0511 Health monitoring and prognosis of electric vehicle motor using intelligent-digital twin
551 the real life application seems to be possible 0.0488 Digital Twin Approach for Solving Reconfiguration Planning Problems in RMS
552 A Quantitative Report on Data Standardisation and Dynamic Building Performance Evaluation 0.0373 The Post-Occupancy Digital Twin: A Quantitative Report on Data Standardisation and Dynamic Building Performance Evaluation
553 new technologies and management methods meeting modern conditions 0.033 «Digital Twin» technology in medical information systems
554 decision-making process and the real environment 0.0306 A machine state-based Digital Twin development methodology