Orderd by score.
Back to overview.
| answer | score | title | |
|---|---|---|---|
| 0 | Identify current gaps and directions | 0.9862 | Towards a semantic Construction Digital Twin: Directions for future research |
| 1 | Challenges and breakthroughs | 0.9522 | Create the Individualized Digital Twin for Noninvasive Precise Pulmonary Healthcare |
| 2 | tests, follow-ups, or medication updates | 0.9457 | Human Digital Twin: Enabling Human-Multi Smart Machines Collaboration |
| 3 | Recommendations | 0.9222 | Man, machine and work in a digital twin setup: a case study |
| 4 | memorization and predictability | 0.9169 | Digital Twin in the IoT context: a survey on technical features, scenarios and architectural models |
| 5 | Research questions and applied methods | 0.9131 | CONCEPTION OF A DIGITAL TWIN IN MECHANICAL ENGINEERING – A CASE STUDY IN TECHNICAL PRODUCT DEVELOPMENT |
| 6 | monitoring, optimization, prognostics and diagnostics | 0.9129 | Demonstration of an Industrial Framework for an Implementation of a Process Digital Twin |
| 7 | Framework, control approach and implementation | 0.9119 | Digital twin-based industrial cloud robotics: Framework, control approach and implementation |
| 8 | clustering-based behavioural analysis | 0.9051 | Data-driven Digital Twin approach for process optimization: an industry use case |
| 9 | model discrepancy and prognosis | 0.9026 | Digital twin, physics-based model, and machine learning applied to damage detection in structures |
| 10 | asset integrity monitoring, project planning, and life cycle management | 0.8907 | Digital Twin for the Oil and Gas Industry: Overview, Research Trends, Opportunities, and Challenges |
| 11 | similar cell designs and operating conditions | 0.8881 | Digital Twin-Driven All-Solid-State Battery: Unraveling the Physical and Electrochemical Behaviors |
| 12 | Diagnostics, Optimisation and Prediction | 0.8784 | Digital Twin Applications: Diagnostics, Optimisation and Prediction |
| 13 | V-ontology | 0.8698 | Creating a Digital Twin to the Online Promotion Process for Small Businesses |
| 14 | big data analytics | 0.8696 | Digital twin-driven manufacturing cyber-physical system for parallel controlling of smart workshop |
| 15 | storage allocation, assignment and order-picking | 0.8454 | Digital twin-driven joint optimisation of packing and storage assignment in large-scale automated high-rise warehouse product-service system |
| 16 | intelligent automation and autonomy | 0.8371 | Digital Twin of manufacturing systems: a case study on increasing the efficiency of reconfiguration |
| 17 | Simulation results | 0.8361 | Tolerance Allocation With Simulation-Based Digital Twin for CFRP-Metal Countersunk Bolt Joint |
| 18 | efficient methods for data reduction | 0.8333 | How to tell the difference between a model and a digital twin |
| 19 | production planning and control, maintenance, layout planning, logistics and product lifecycle | 0.8329 | Contribution to the development of a Digital Twin based on product lifecycle to support the manufacturing process |
| 20 | decision-support data | 0.8294 | User acceptance of virtual reality technology for practicing digital twin-based crisis management |
| 21 | to-measure properties and verify model accuracy | 0.8292 | Process compensated resonance testing (PCRT) inversion for material characterization and digital twin calibration |
| 22 | open issues | 0.824 | Intelligent Digital Twin-Based Software-Defined Vehicular Networks |
| 23 | software environment support | 0.8217 | Digital Twin of Solid Rocket Motor, Problem and Challenge |
| 24 | digitizing elements, processes and systems of physical entities | 0.8201 | Digital geoTwin Vienna: Towards a Digital Twin City as Geodata Hub |
| 25 | smart pumps and (b) pumping as a service | 0.805 | Supporting Early Phases of Digital Twin Development with Enterprise Modeling and Capability Management: Requirements from Two Industrial Cases |
| 26 | defects, damages, failures | 0.7995 | A Survey on Digital Twin: Definitions, Characteristics, Applications, and Design Implications |
| 27 | new control reconfiguration actions | 0.7964 | A Unified Digital Twin Framework for Real-time Monitoring and Evaluation of Smart Manufacturing Systems |
| 28 | re-usability, interoperability, and interchangeability | 0.7958 | A Requirements Driven Digital Twin Framework: Specification and Opportunities |
| 29 | different lifecycle phases | 0.7956 | Review of digital twin about concepts, technologies, and industrial applications |
| 30 | Conclusion, Limitations, and Outlook | 0.7857 | A Taxonomy of Digital Twins |
| 31 | Changes in policy | 0.7842 | The US Air Force Digital Thread/Digital Twin - Life Cycle Integration and Use of Computational and Experimental Knowledge |
| 32 | data acquisition and machining state monitoring | 0.7807 | Real-time machining data application and service based on IMT digital twin |
| 33 | updates and enhancements | 0.7707 | Information model and software architecture for the implementation of the digital twin of the turbine rotor |
| 34 | probabilistic prognosis andoptimization under uncertainty | 0.7671 | Digital twin approach for damage-tolerant mission planning under uncertainty |
| 35 | all these steps should be implemented | 0.7624 | Optimization-driven product development to support digital twin creation on the small UAV case study |
| 36 | high-fidelity reference models | 0.7595 | A digital twin to train deep reinforcement learning agent for smart manufacturing plants: Environment, interfaces and intelligence |
| 37 | integrating online monitoring and real-time simulation techniques | 0.7527 | Digital twin for the structural health management of reusable spacecraft: A case study |
| 38 | algorithms and sensor-based data | 0.7503 | MES-integrated digital twin frameworks |
| 39 | boosting agriculture | 0.7501 | Digital Twin Technology for Aquaponics: Towards Optimizing Food Production with Dynamic Data Driven Application Systems |
| 40 | maintenance and usage information | 0.748 | Digital Twin Data Modeling with AutomationML and a Communication Methodology for Data Exchange |
| 41 | Data security concerns and secure data encryption | 0.747 | Exploring the blue skies potential of digital twin technology for a polar supply and research vessel |
| 42 | reflections | 0.7452 | Digital Twin: Values, Challenges and Enablers |
| 43 | Granting data connectivity and full bandwidth | 0.7428 | Digital Twin Reference Model Development to Prevent Operators’ Risk in Process Plants |
| 44 | data integration and fusion | 0.7361 | A Novel Cloud-Based Framework for the Elderly Healthcare Services Using Digital Twin |
| 45 | modification of tactics | 0.7284 | The Digital (Mission) Twin: an Integrating Concept for Future Adaptive Cyber-Physical-Human Systems |
| 46 | Quality analysis | 0.7258 | Review on the Application of Industry 4.0 Digital Twin Technology to the Quality Management |
| 47 | multi-domain simulation, joint simulation of multi-simulation systems coupling | 0.7251 | Enabling technologies and tools for digital twin |
| 48 | extrapolation | 0.7166 | Machine learning based digital twin for dynamical systems with multiple time-scales |
| 49 | Product Pre-Knowledge object and RFID logging | 0.716 | A Digital Twin for Grinding Wheel: An Information Sharing Platform for Sustainable Grinding Process |
| 50 | model development, data processing, and model training | 0.7105 | Machine Learning based Digital Twin Framework for Production Optimization in Petrochemical Industry |
| 51 | Simulations | 0.7059 | Proposal of Digital Twin Platform Based on 3D Rendering and IIoT Principles Using Virtual / Augmented Reality |
| 52 | key technologies and challenges | 0.7055 | Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing |
| 53 | utilise both digital twin technology and big data | 0.7049 | The modelling and operations for the digital twin in the context of manufacturing |
| 54 | updates and enhancements | 0.7025 | Faster than real-time simulation of mobile crane dynamics using digital twin concept |
| 55 | establishing relationships between projections by detecting shared data flows | 0.7 | A Method for Digital Twin Generation Based on the Aggregation of Information Objects |
| 56 | productivity, performance, and predictability | 0.6955 | Building an organizational digital twin |
| 57 | updates and enhancements | 0.691 | The digital twin technology and its role in manufacturing |
| 58 | real time optimization | 0.6888 | Inspection Data to Support a Digital Twin for Geometry Assurance |
| 59 | process template | 0.6838 | The Modelling and Using Strategy for The Digital Twin in Process Planning |
| 60 | real-time data, integration, and fidelity | 0.6818 | Digital Twin Requirements in the Context of Industry 4.0 |
| 61 | real-time process optimization, process monitoring, and prediction of quality defects | 0.6813 | Digital Twin concept for smart injection molding |
| 62 | specification of technologies for data acquisition from control process | 0.6802 | Digital Twin of Experimental Workplace for Quality Control with Cloud Platform Support |
| 63 | machining accuracy, chip formation and tool wear | 0.6779 | Digital equipment twin as the basis for the consumer in digital production |
| 64 | evolution | 0.6738 | Augmented Kalman filter with a reduced mechanical model to estimate tower loads on an onshore wind turbine: a digital twin concept |
| 65 | luxury products and white goods | 0.6702 | Digital Twin Concepts in Manufacturing Industries - A Literature Review and Avenues for Further Research |
| 66 | using simulations | 0.6666 | Challenges of Digital Twin System |
| 67 | different model parts could come from different organizations | 0.6602 | Next Generation Digital Twin: an Ecosystem for Mechatronic Systems? |
| 68 | product, process and use environment | 0.6577 | Digital twin for Advanced Service delivery systems: Opportunities and challenges |
| 69 | how to cost effectively create it | 0.6571 | Automated Creation of the Pipeline Digital Twin During Construction: Improvement to Construction Quality and Pipeline Integrity |
| 70 | approval of the final version | 0.6527 | Digital twin-based opti-state control method for a synchronized production operation system |
| 71 | Process design and operation model validation method | 0.6525 | Accelerating Biologics Manufacturing by Modeling or: Is Approval under the QbD and PAT Approaches Demanded by Authorities Acceptable without a Digital-Twin? |
| 72 | location, last host, health level and power level | 0.6522 | Digital twin-enabled Graduation Intelligent Manufacturing System for fixed-position assembly islands |
| 73 | updates and enhancements | 0.6503 | Research on Application of Digital Twin in Simulation of Equipment Maintenance Support |
| 74 | production platforms | 0.6494 | Micro Manufacturing Unit – Creating Digital Twin Objects with Common Engineering Software |
| 75 | The mechanism, methods, and technologies of operating and evolving models | 0.6494 | Digital twin-based smart production management and control framework for the complex product assembly shop-floor |
| 76 | integration breadth, connectivity modes, digital model richness and human interaction | 0.6493 | Ontology-based modeling of part digital twin oriented to assembly |
| 77 | digital replicas of physical objects | 0.6493 | DIGITAL TWIN OF DISTRIBUTED ENERGY DEVICES |
| 78 | more accurate fault diagnosis method would be focused | 0.6493 | Data-driven digital twin technology for optimized control in process systems |
| 79 | accuracy, applicability, and peculiarities | 0.648 | Application of Digital Twin for Gas Turbine Off-Design Performance and Operation Analyses |
| 80 | specific changes from AI and Digital Twin analysis | 0.6461 | Digital Twin: Enabling Technologies, Challenges and Open Research |
| 81 | Monitor anomalies, fatigue, crack paths | 0.6455 | A Review of the Roles of Digital Twin in CPS-based Production Systems |
| 82 | time-consuming complete weld sequence problem optimisation | 0.6451 | A method for identification and sequence optimisation of geometry spot welds in a digital twin context |
| 83 | cybermanufacturing, sustainable manufacturing, adaptive machining | 0.645 | Work in Progress: Enable Digital Thread and Digital Twin Learning Envi-ronment for Cybermanufacturing Education |
| 84 | The VV must interactively learn large amounts of information both accurately and quickly | 0.6354 | A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance |
| 85 | Data Mining | 0.6307 | Improving Process Using Digital Twin: A Methodology for the Automatic Creation of Models |
| 86 | redeploying the DT is not necessary | 0.6263 | Model-Driven Development of a Digital Twin for Injection Molding |
| 87 | dynamic scheduling and real-time response | 0.6247 | Digital-Twin-Based Job Shop Scheduling Toward Smart Manufacturing |
| 88 | stakeholders, use cases and implementation | 0.6201 | Architecture of a Digital Twin for Enabling Digital Services for Battery Systems |
| 89 | digital representations of a physical systems | 0.6193 | Using Digital Twin Technology to Ensure Data Quality in Transport Systems |
| 90 | operator productivity measurement using the MES | 0.6192 | Part data integration in the Shop Floor Digital Twin: Mobile and cloud technologies to enable a manufacturing execution system |
| 91 | more and more aspects of the operation are automated | 0.619 | Seismic RTDT: Real-Time Digital Twin for Boosting Performance of Seismic Operations |
| 92 | customer specific products and materials | 0.6145 | An Investigation of Smart Manufacturing Using Digital Thread and Digital Twin Technology for Enhancement of Product Life Cycle |
| 93 | simple color coding and intuitive visualizations | 0.613 | On Digital Twin Condition Monitoring Approach for Drivetrains in Marine Applications |
| 94 | prediction and warnings | 0.6128 | Industry 4.0 - Digital Twin Applied to Direct Digital Manufacturing |
| 95 | lack of accurate, unified definition and description | 0.6127 | An application framework of digital twin and its case study |
| 96 | economic indicators | 0.6126 | A Digital Twin for Operational Evaluation of Vertical Transportation Systems |
| 97 | Heritage documentation, preventive conservation | 0.6075 | DIGITAL TWIN: A HBIM-BASED METHODOLOGY TO SUPPORT PREVENTIVE CONSERVATION OF HISTORIC ASSETS THROUGH HERITAGE SIGNIFICANCE AWARENESS |
| 98 | manufacturing comments | 0.607 | Deep learning-enabled intelligent process planning for digital twin manufacturing cell |
| 99 | automatic monitoring and detecting | 0.6061 | Drilling Digital Twin Success Stories the Last 10 Years |
| 100 | integrating HBIM models in the global reflection of heritage assets management | 0.6023 | Digital Twin: Research Framework to Support Preventive Conservation Policies |
| 101 | Enhancement of the existing implementation for detailed debugging | 0.6003 | Modular Fault Ascription and Corrective Maintenance Using a Digital Twin |
| 102 | several principles of the DT model technology | 0.5931 | A Comparative Study on Digital Twin Models |
| 103 | virtual substitutes of real world objects | 0.5888 | Flexible Work Cell Simulator Using Digital Twin Methodology for Highly Complex Systems in Industry 4.0 |
| 104 | changes in density and their effects on the urban climate or on traffic and mobility | 0.5864 | The Digital Twin of the City of Zurich for Urban Planning |
| 105 | IALA Guideline 1111 | 0.5858 | Usage of Digital Twin Technologies during System Modeling and Testing in Vessel Traffic Services System Project |
| 106 | natural interfaces | 0.585 | Stages of Design of Digital Twin for Local Enterprise |
| 107 | feature recognition or the knowledge-based system for reusing process knowledge | 0.5844 | Digital twin-based process reuse and evaluation approach for smart process planning |
| 108 | operational decision-making support | 0.5816 | An appraisal of literature for design and implementation of developing a framework for digital twin and validation through case studies |
| 109 | repeated Bayesian model calibrations | 0.5809 | The Airframe Digital Twin: Some Challenges to Realization |
| 110 | integration, multiphysical, multiscale, probabilistic characteristics | 0.5759 | Digital Twin Technology |
| 111 | section 6 | 0.5732 | Review of digital twin applications in manufacturing |
| 112 | several existing standards and new standard initiatives | 0.5717 | A Digital Twin Based Industrial Automation and Control System Security Architecture |
| 113 | studies on the work center are lacking | 0.5679 | VREDI: virtual representation for a digital twin application in a work-center-level asset administration shell |
| 114 | Assessment during or right after construction, inspections and monitoring | 0.566 | Monitoring and Inspection Techniques Supporting a Digital Twin Concept in Civil Engineering |
| 115 | efficient process preview, dynamic equipment modeling and adaptive device controlling | 0.5648 | Digital twin-enabled self-evolved optical transceiver using deep reinforcement learning |
| 116 | big data analytics | 0.5597 | A Digital Twin-Based Approach for Designing and Multi-Objective Optimization of Hollow Glass Production Line |
| 117 | updates and enhancements | 0.5558 | «Digital Twin» technology in medical information systems |
| 118 | related terms used as synonyms arose | 0.5543 | WHAT IS A DIGITAL TWIN? – DEFINITIONS AND INSIGHTS FROM AN INDUSTRIAL CASE STUDY IN TECHNICAL PRODUCT DEVELOPMENT |
| 119 | design, production and operations | 0.552 | Systems engineering and digital twin: a vision for the future of cruise ships design, production and operations |
| 120 | two points | 0.5518 | Big data driven Hierarchical Digital Twin Predictive Remanufacturing paradigm: Architecture, control mechanism, application scenario and benefits |
| 121 | Simulation based technology and data-driven technology | 0.5502 | A Survey of Digital Twin Technology for PHM |
| 122 | precise, virtual copies of machines or systems | 0.5447 | Hardware and Software Infrastructure of Digital Twin Technology |
| 123 | technology driven approaches as the key solutions to integrate standard health and safety management practices | 0.5438 | Development of a Digital Twin Model for Real-Time Assessment of Collision Hazards |
| 124 | two improvements are possible to realize | 0.5433 | Digital Twin for NC Machining Using Complete Process Information Expressed by STEP-NC Standard |
| 125 | pre-defined datastructuresanddefinitions | 0.5429 | The Post-Occupancy Digital Twin: A Quantitative Report on Data Standardisation and Dynamic Building Performance Evaluation |
| 126 | different separated disciplines | 0.5408 | Challenges and Potentials of Digital Twins and Industry 4.0 in Product Design and Production for High Performance Products |
| 127 | challenges and limitations | 0.5378 | Digital twin-based smart assembly process design and application framework for complex products and its case study |
| 128 | physical objects, virtual objects, and the connection of physical space and virtual space | 0.5299 | A enhanced interaction framework based on VR, AR and MR in digital twin |
| 129 | model-based engineering | 0.5291 | Exploiting Digital Twin Technology to Teach Engineering Fundamentals and Afford Real-World Learning Opportunities |
| 130 | changes in mission profile to decrease loads | 0.5282 | Leveraging Digital Twin Technology in Model-Based Systems Engineering |
| 131 | virtual commissioning, prognostic simulation, and reactive simulation | 0.5263 | Operation Procedures of a Work-Center-Level Digital Twin for Sustainable and Smart Manufacturing |
| 132 | 4.0 | 0.5263 | Towards improving the future of manufacturing through digital twin and augmented reality technologies |
| 133 | machine analysis-, simulation- and learning methods | 0.524 | ADVANTAGES OF A DIGITAL TWIN - BIM 7D - FOR HIGH VOLTAGE SUBSTATION ENGINEERING USING OPTICAL SYMBOL RECOGNITION TECHNOLOGY |
| 134 | key technologies and the application practices | 0.5189 | Prediction maintenance integrated decision-making approach supported by digital twin-driven cooperative awareness and interconnection framework |
| 135 | incorporating more artificial intelligence techniques with advanced manufacturing technologies in the manufacturing system design | 0.5173 | Digital twin-based designing of the configuration, motion, control, and optimization model of a flow-type smart manufacturing system |
| 136 | communicate with each other to enable a collaborative data management system | 0.5155 | Digital Twin-enabled Collaborative Data Management for Metal Additive Manufacturing Systems |
| 137 | no historical degradation records are available | 0.5147 | A Digital Twin Proof of Concept to Support Machine Prognostics with Low Availability of Run-To-Failure Data |
| 138 | Limitations and Future DirectionsSeveral limitations | 0.5146 | Smart City Digital Twin–Enabled Energy Management: Toward Real-Time Urban Building Energy Benchmarking |
| 139 | Research of control methods in cyber-physical systems | 0.5142 | IoT-based Mine Ventilation Control System Architecture with Digital Twin |
| 140 | finishing dates and resource utilizations | 0.512 | Simulation-ready digital twin for realtime management of logistics systems |
| 141 | system performance | 0.5072 | On Risk of Digital Twin Implementation in Marine Industry: Learning from Aviation Industry |
| 142 | Index Terms | 0.507 | Pervasive Computing Integrated Discrete Event Simulation for a Hospital Digital Twin |
| 143 | no saturation machine saturation or FET driver deadtime was considered | 0.5067 | Digital Twin Real-Time FPGA Implementation for Light Electric Vehicle Propulsion System Using EMR Organization |
| 144 | ensuring repeatability of the experiments | 0.5063 | A Methodology for the Experimental Validation of an Aircraft ECS Digital Twin Targeting System Level Diagnostics |
| 145 | utilisation, maintenance and upgrade services | 0.5046 | Digital twin-driven product design framework |
| 146 | simulation, process planning, robotics, and optimization | 0.5023 | Digital twin-based cyber physical production system architectural framework for personalized production |
| 147 | machine learning methods | 0.4994 | Development of digital twin of CNC unit based on machine learning methods. |
| 148 | data models, communication protocols and data exchange or database formats | 0.4986 | Dynamic digital twin for predictive maintenance in flexible production systems |
| 149 | all aspects of the technical side | 0.4964 | Synchronizing physical factory and its digital twin through an IIoT middleware: a case study |
| 150 | business rules and objectives | 0.4904 | The Digital Twin concept and its role in reducing uncertainty in synchromodal transport |
| 151 | universal control algorithms | 0.4901 | Digital Twin based synchronised control and simulation of the industrial robotic cell using Virtual Reality |
| 152 | uncertainty | 0.4875 | Sensor Control in Anti-Submarine Warfare—A Digital Twin and Random Finite Sets Based Approach |
| 153 | when all SCC values are greater than 0 | 0.4867 | Digital Twin Driven Green Performance Evaluation Methodology of Intelligent Manufacturing: Hybrid Model Based on Fuzzy Rough-Sets AHP, Multistage Weight Synthesis, and PROMETHEE II |
| 154 | rigorous mathematical models | 0.4862 | Digital Twin for Monitoring of Industrial Multi-Effect Evaporation |
| 155 | interoperability-context system architecture and information flow | 0.4859 | Design and implementation of a digital twin application for a connected micro smart factory |
| 156 | systems would be able to establish the communication between devices | 0.4852 | Prototyping a Digital Twin for Real Time Remote Control Over Mobile Networks: Application of Remote Surgery |
| 157 | real-time monitoring, optimization simulation, and intelligent forecasting | 0.4846 | Information modeling for cyber-physical production system based on digital twin and AutomationML |
| 158 | improving their fitness experience and their wellness in general | 0.4844 | Human Digital Twin for Fitness Management |
| 159 | continuously optimize the existing digital twin model by more intelligent algorithms | 0.4789 | Application framework of digital twin-driven product smart manufacturing system: A case study of aeroengine blade manufacturing |
| 160 | condition monitoring and predictive maintenance | 0.4781 | Integration of a digital twin as human representation in a scheduling procedure of a cyber-physical production system |
| 161 | change in structure, behaviours and/or goal of a real environment | 0.4744 | An actor based simulation driven digital twin for analyzing complex business systems |
| 162 | different heuristics | 0.4711 | Deriving a Cost-Effective Digital Twin of an ICS to Facilitate Security Evaluation |
| 163 | discussions, stats, and author profiles | 0.4706 | Digital Twin: An Enabler for New Business Models |
| 164 | test artifacts with simple shapes | 0.4689 | Toward the digital twin of additive manufacturing: Integrating thermal simulations, sensing, and analytics to detect process faults |
| 165 | to detect blockages in arteries | 0.4686 | A semi-active human digital twin model for detecting severity of carotid stenoses from head vibration—A coupled computational mechanics and computer vision method |
| 166 | real-time monitoring | 0.4674 | Towards a digital twin: a hybrid data-driven and mechanistic digital shadow to forecast the evolution of lignocellulosic fermentation |
| 167 | seamlessly integrated into the process control system | 0.4674 | Real-Time Production Optimization - Applying a Digital Twin Model to Optimize the Entire Upstream Value Chain |
| 168 | the virtual twin and the co-simulation | 0.4652 | Using digital twin for maintenance applications in manufacturing: State of the Art and Gap analysis |
| 169 | global optimization, robustness, process resilience and plant sustainability | 0.4623 | Embedded Digital Twin for ARTI-Type Control of Semi-continuous Production Processes |
| 170 | further elaboration of the HMM should be performed | 0.4586 | A molecular dynamics based digital twin for ultrafast laser material removal processes |
| 171 | increased knowledge of past operations would greatly assist decision making today | 0.4584 | Digital twin of nuclear waste management facilities |
| 172 | Remote monitoring, fault detection and diagnosis | 0.4579 | A six-layer architecture for the digital twin: a manufacturing case study implementation |
| 173 | all these pilots are closely aligned with current national and regional development objectives | 0.4562 | Digital Twin for Everything: Some Pilot Studies |
| 174 | the DT-based machine availability prediction, disturbance detection, and performance evaluation | 0.4553 | Digital Twin Enhanced Dynamic Job-Shop Scheduling |
| 175 | The concept of cloning Digital Twins of the landscape | 0.4549 | Planning Agricultural Core Road Networks Based on a Digital Twin of the Cultivated Landscape |
| 176 | updates and enhancements | 0.4547 | Digital Twin-Driven Control Method for Robotic Automatic Assembly System |
| 177 | tool wear and device failure | 0.4539 | Manufacturing Blockchain of Things for the Configuration of a Data-and Knowledge-Driven Digital Twin Manufacturing Cell |
| 178 | establishes a digital-information model of the hydraulic support | 0.4501 | Virtual monitoring method for hydraulic supports based on digital twin theory |
| 179 | rarely modeled in terms of structure and interaction | 0.4484 | Modeling and implementation of a digital twin of material flows based on physics simulation |
| 180 | designs of gearboxes simultaneously using two friction clutches for shifting gears | 0.4452 | Digital twin of wheel tractor with automatic gearbox |
| 181 | requirements, designs | 0.444 | Model-Based Design of Complex Aeronautical Systems Through Digital Twin and Thread Concepts |
| 182 | building specification, time schedule,cost estimation, and maintenancemanagement | 0.4424 | Digital Twin: Vision, Benefits, Boundaries, and Creation for Buildings |
| 183 | action is performed to improve the health of the FSW machine | 0.4414 | Digital twin: current scenario and a case study on a manufacturing process |
| 184 | entity model, virtual model and their connections | 0.4411 | Digital Twin for Machining Tool Condition Prediction |
| 185 | research on intelligent measuring equipment and the micro sensor considering a fusion of multiple scenarios | 0.44 | A Digital Twin-Based Approach for Quality Control and Optimization of Complex Product Assembly |
| 186 | updates and enhancements | 0.4389 | Discussion on the New Operation Management Mode of Hydraulic Engineering Based on the Digital Twin Technique |
| 187 | mathematic method, optimization algorithms and sophisticated computer software tools | 0.4387 | Digital Twin Driven Green Material Optimal-Selection towards Sustainable Manufacturing |
| 188 | to improve the accuracy of energy model and perfect the virtual model | 0.4336 | Digital Twin-Based Energy Modeling of Industrial Robots |
| 189 | security, integrity and accountability | 0.433 | A Visionary Model on Blockchain-based Accountability for Secure and Collaborative Digital Twin Environments |
| 190 | decision making process | 0.4316 | A digital twin for composite parts manufacturing : Effects of defects analysis based on manufacturing data |
| 191 | algorithms can be de- veloped and implemented | 0.4281 | Dracena: Real-Time Digital Twin Platform |
| 192 | reliable recommendations for political decision-making | 0.4262 | The Digital Twin of the Economy: Proposed Tool for Policy Design and Evaluation |
| 193 | Conclusion and Future Outlook | 0.4262 | Application of a Hybrid Digital Twin Concept for Factory Layout Planning |
| 194 | root cause analysis and product quality monitoring | 0.4227 | A DIGITAL TWIN FOR ROOT CAUSE ANALYSIS AND PRODUCT QUALITY MONITORING |
| 195 | digital human modellingIntroductionDigital representations | 0.4204 | The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor |
| 196 | Values, Challenges and Enablers | 0.4197 | Digital Twin: Values, Challenges and Enablers From a Modeling Perspective |
| 197 | available sensory data | 0.4197 | C2PS: A Digital Twin Architecture Reference Model for the Cloud-Based Cyber-Physical Systems |
| 198 | more Digital Twin technology | 0.4196 | Research on the Virtual Reality Synchronization of Workshop Digital Twin |
| 199 | technologies, processes and methods | 0.4182 | Digital twin process and simulation operation control technology for intelligent manufacturing unit |
| 200 | New research-based architectures and frameworks | 0.4182 | Challenges of Digital Twin in High Value Manufacturing |
| 201 | minor drawbacks | 0.4182 | A Distributed Ledger Approach to Digital Twin Secure Data Sharing |
| 202 | artificial intelligence and corresponding algorithms such as self-calibrating localization | 0.4178 | Digital Twin as Enabler for an Innovative Digital Shopfloor Management System in the ESB Logistics Learning Factory at Reutlingen - University |
| 203 | prospective efforts are required to cover issues with the connectivity of data | 0.4148 | Digital Twin as a decision-making tool to opt for the most promising Product Design Strategies in a Circular Economy |
| 204 | The real-time, security and accuracy of data | 0.4125 | A Hierarchical Digital Twin Model Framework for Dynamic Cyber-Physical System Design |
| 205 | Innovative optimization algorithms | 0.4107 | AI-Augmented Multi Function Radar Engineering with Digital Twin: Towards Proactivity |
| 206 | characterization/measurement methods | 0.4106 | Measurement methods to build up the digital optical twin |
| 207 | real-time location system | 0.4106 | Real-Time asset tracking; a starting point for Digital Twin implementation in Manufacturing |
| 208 | Recent advances in modelling and simulation technology and in industrial interoperability standards | 0.4077 | Automatic Generation of a Simulation-Based Digital Twin of an Industrial Process Plant |
| 209 | multi-source data fusion and management | 0.4075 | Equipment energy consumption management in digital twin shop-floor: A framework and potential applications |
| 210 | identification of stakeholders and assets | 0.4073 | A Digital Twin-based Privacy Enhancement Mechanism for the Automotive Industry |
| 211 | Insufficient elaboration of information safety issues | 0.4058 | Industry Practices of Digital Twin Technology Application in the Russian Federation |
| 212 | management and maintenance | 0.4013 | Digital twin aided sustainability-based lifecycle management for railway turnout systems |
| 213 | predictions of future trends | 0.3999 | A digital twin-based flexible cellular manufacturing for optimization of air conditioner line |
| 214 | historical data can be downloaded at any time to assist enterprise’s production activities | 0.3998 | DT-II:Digital twin enhanced Industrial Internet reference framework towards smart manufacturing |
| 215 | exploration of better optimization approaches and how to solve big data | 0.3992 | Digital Twin-based Cyber Physical System for Sustainable Project Scheduling |
| 216 | updates and enhancements | 0.3974 | Fatigue life estimation of hydraulically actuated mobile working machines using Internet of Things and Digital Twin concepts |
| 217 | Section 4 | 0.396 | Digital Twin-Based Smart Manufacturing System for Project-Based Organizations: A Conceptual Framework |
| 218 | future research should analyze the concrete technical and corporate implications | 0.3959 | Digital Twin: Empowering Enterprises Towards a System-of-Systems Approach |
| 219 | continuous encouragement and kind support | 0.3948 | Health monitoring and prognosis of electric vehicle motor using intelligent-digital twin |
| 220 | recommended approaches | 0.3946 | Multi-Physics-Resolved Digital Twin of Proton Exchange Membrane Fuel Cells with A Data-Driven Surrogate Model |
| 221 | fusion of deep learning and LO | 0.3898 | On the Implementation of IoT-Based Digital Twin for Networked Microgrids Resiliency Against Cyber Attacks |
| 222 | future operating guidelines and operation rules | 0.3891 | Building and exploiting a Digital Twin for the management of drinking water distribution networks |
| 223 | complex models and algorithms | 0.3885 | A Digital Twin-Based Approach for the Fault Diagnosis and Health Monitoring of a Complex Satellite System |
| 224 | themes 13 to 19 | 0.3884 | Characterising the Digital Twin: A systematic literature review |
| 225 | domain expertise and correlation tables | 0.3881 | Design of a Hybrid Digital-Twin Flight Performance Model Through Machine Learning |
| 226 | the update of OCV curve | 0.387 | Digital twin for battery systems: Cloud battery management system with online state-of-charge and state-of-health estimation |
| 227 | various other emerging technologies | 0.3861 | Digital Twin Driven Inclusive Manufacturing Using Emerging Technologies |
| 228 | simulation results and disassembly | 0.3859 | Digital twin-based WEEE recycling, recovery and remanufacturing in the background of Industry 4.0 |
| 229 | Conclusions | 0.3853 | Exploring the role of Digital Twin for Asset Lifecycle Management |
| 230 | Some short-term and long-term benefits | 0.3851 | Airframe digital twin technology adaptability assessment and technology demonstration |
| 231 | Reference positions and corresponding velocities | 0.3843 | Digital Twin-Based Optimization for Ultraprecision Motion Systems With Backlash and Friction |
| 232 | we aim to further expand the TRIZ | 0.3839 | Conceptual digital twin modeling based on an integrated five-dimensional framework and TRIZ function model |
| 233 | personalized actuations | 0.3838 | An ISO/IEEE 11073 Standardized Digital Twin Framework for Health and Well-Being in Smart Cities |
| 234 | set-point | 0.3828 | Integration of an energy management tool and digital twin for coordination and control of multi-vector smart energy systems |
| 235 | calculates the moving resistance along the belt from the current operating conditions | 0.3806 | Digital twin based method to monitor and optimize belt conveyor maintenance and operation |
| 236 | constant interaction and data exchange with a real object | 0.3803 | Review of modern software complexes and digital twin concept for forecasting emergency situations in oil and gas industry |
| 237 | statistics and analysis of data | 0.3801 | A Digital Twin-Driven Approach for On-line Controlling Quality of Marine Diesel Engine Critical Parts |
| 238 | a modelling method and using strategy of DT for CNCMT is proposed | 0.38 | Digital twin for CNC machine tool: modeling and using strategy |
| 239 | optimization and data analysis | 0.3777 | Integrating the Digital Twin of a Shop Floor Conveyor in the Manufacturing Control System |
| 240 | three different input parameter groups | 0.376 | Automatic Generation of Digital Twin ased on Scanning and Object Recognition |
| 241 | Improvement | 0.3751 | Imagineering on Augmented Reality and Digital Twin for Digital Competence |
| 242 | strategic decision-making processes, data collection, and sharing | 0.3738 | Integrating Virtual Reality and Digital Twin in Circular Economy Practices: A Laboratory Application Case |
| 243 | a framework of digital twin workshop has been proposed | 0.3717 | Modeling of Digital Twin Workshop Based on Perception Data |
| 244 | model-based systems engineering | 0.3717 | TOWARDS A DIGITAL TWIN: HOW THE BLOCKCHAIN CAN FOSTER E/E-TRACEABILITY IN CONSIDERATION OF MODEL-BASED SYSTEMS ENGINEERING |
| 245 | incorporation of sensor data acquisition through cloud computing and analysis of acquired data | 0.3705 | Development of real-time monitoring and control system for Geothermal drilling by using digital twin technology |
| 246 | Discrete event simulation and Hybrid commissioning-simulation methods | 0.3691 | Industrial IoT integrated with Simulation – A Digital Twin approach to support real-time decision making |
| 247 | higher performance should be used | 0.3688 | FROM CAD TO PHYSICS-BASED DIGITAL TWIN: FRAMEWORK FOR REAL-TIME SIMULATION OF VIRTUAL PROTOTYPES |
| 248 | theoretical and practical implications | 0.3685 | Building a digital twin for additive manufacturing through the exploitation of blockchain: A case analysis of the aircraft industry |
| 249 | knowledge-based Digital Shadow | 0.368 | A knowledge-based Digital Shadow for machining industry in a Digital Twin perspective |
| 250 | data-driven operations | 0.3668 | Extracting Value from Data Using an Industrial Data Platform to Provide a Foundational Digital Twin |
| 251 | without any previous calibration of the results | 0.3667 | Development of the simulation model for Digital Twin applications in historical masonry buildings: The integration between numerical and experimental reality |
| 252 | the process parameters selected for the validation experiments | 0.3654 | Torque-Based Temperature Control in Friction Stir Welding by Using a Digital Twin |
| 253 | updates and enhancements | 0.3636 | Development of digital twin of high frequency generator with self-excitation in Simulink |
| 254 | Illustrate few cases | 0.3618 | Service Business Model Innovation: the digital twin technology |
| 255 | appropriate parameters for scale-up or scale-down | 0.3584 | Digital Twin for Extraction Process Design and Operation |
| 256 | modular DT, modeling consistency and accuracy | 0.3583 | A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives |
| 257 | classifications of the resource type or reference periods | 0.3563 | Automated Generation of a Digital Twin Using Scan and Object Detection for Data Acquisition |
| 258 | test cases | 0.3553 | Consistency check to synchronize the Digital Twin of manufacturing automation based on anchor points |
| 259 | relevant industrial applications and a stable ISO standard | 0.3531 | Analysis of Digital Twin Definition and Its Difference from Simulation Modelling in Practical Application |
| 260 | standards, communication protocols, time-sensitive data processing, and reliability | 0.3519 | Digital Twin-driven smart manufacturing: Connotation, reference model, applications and research issues |
| 261 | decision-making in the system | 0.3516 | Digital twin modeling method based on biomimicry for machining aerospace components |
| 262 | discussions, stats, and author profiles | 0.35 | WoT Graph as Multiscale Digital-Twin for Cyber-Physical Systems-of-Systems |
| 263 | ideas for urgent future research needs | 0.3465 | The digital twin of discrete dynamic systems: Initial approaches and future challenges |
| 264 | integration, interoperability and collaboration | 0.3455 | Designing a unique Digital Twin for linear infrastructures lifecycle management |
| 265 | dynamic circulation recommendations or automatic control | 0.3453 | A Framework of Smart Railway Passenger Station Based on Digital Twin |
| 266 | simplified process simulations and efficiency optimizations, predictions, early warnings | 0.3434 | Robust Digital Twin Compositions for Industry 4.0 Smart Manufacturing Systems |
| 267 | challenges and future work direction | 0.3433 | Digital twin-driven rapid reconfiguration of the automated manufacturing system via an open architecture model |
| 268 | data-based models and analytics | 0.3405 | SERVICE VALUE CREATION USING A DIGITAL TWIN |
| 269 | placeholders | 0.3394 | The role of the Industry 4.0 asset administration shell and the digital twin during the life cycle of a plant |
| 270 | monitoring and inspection data are used as input parameters | 0.3388 | A new concept of digital twin of artifact systems: synthesizing monitoring/inspections, physical/numerical models, and social system models |
| 271 | 16-G-005 | 0.3371 | An Ultrafast Crack Growth Lifing Model to Support Digital Twin, Virtual Testing, and Probabilistic Damage Tolerance Applications |
| 272 | present case studies | 0.3345 | ‘MIRROR, MIRROR, ON THE WALL’: ROBOTIC PROCESS AUTOMATION IN THE PUBLIC SECTOR USING A DIGITAL TWIN |
| 273 | uses guided wave responses to interrogate damage | 0.3321 | Structural Health Management of Damaged Aircraft Structures Using the Digital Twin Concept |
| 274 | models and platforms | 0.3315 | Digital Twin and Big Data Towards Smart Manufacturing and Industry 4.0: 360 Degree Comparison |
| 275 | to build a more comprehensive digital twin to evaluate the machining process | 0.3297 | Dynamic Evaluation Method of Machining Process Planning Based on Digital Twin |
| 276 | successful ways of avoiding detrimental microstructures for the selected alloys | 0.3287 | A digital twin for rapid qualification of 3D printed metallic components |
| 277 | the redesign validation in terms of the flow analysis | 0.3266 | On the virtual optimization of CAI-CAx loop based on the digital twin: sculpture surface demonstrator |
| 278 | published scientific articles, conference materials, information websites and news about the company | 0.3264 | Digital Twin of a Research Organization: Approaches and Methods |
| 279 | dynamic and collaborative (multi-operators) virtual reality training environment | 0.3256 | Digital twin and virtual reality: a co-simulation environment for design and assessment of industrial workstations |
| 280 | updates and enhancements | 0.3255 | Digital twin technology as an instrument for increasing electrical equipment reliability |
| 281 | real-time and smart simulations | 0.325 | Understanding Kid´s Digital Twin |
| 282 | developing solutions | 0.3234 | A digital twin approach to develop a new autonous system able to operate in high temperature environments within industrial plants |
| 283 | derivation rules, association rules, constraint rules | 0.3192 | Digital twin-enabled reconfigurable modeling for smart manufacturing systems |
| 284 | information and communication technology (ICT) and automation technology are fully integrated | 0.3184 | CREATING THE DIGITAL TWIN WITH GENERAL PURPOSE SIMULATION MODELLING TOOLS |
| 285 | improved the quality of the paper | 0.318 | Framework for manufacturing-tasks semantic modelling and manufacturing-resource recommendation for digital twin shop-floor |
| 286 | domain specific tools can be used | 0.3175 | An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System |
| 287 | several ways of utilizing or running the model | 0.3172 | Using an Advanced Digital Twin to Improve Downhole Pressure Control |
| 288 | how to improve these five models | 0.316 | Digital twin-driven cyber-physical production system towards smart shop-floor |
| 289 | input measurement information | 0.3159 | Hierarchy of Human Operator Models for Digital Twin |
| 290 | different feedback strategies on the HCI to support different operators’ preferences | 0.3152 | Why Robots do not matter! Using Digital Twin and Augmented Learning for Continuous Improvement in the context of Manufacturing |
| 291 | vertical and horizontal lifecycle Integration in Industrie 4.0 environments | 0.3114 | Digital twin technology – An approach for Industrie 4.0 vertical and horizontal lifecycle integration |
| 292 | designing policies | 0.3103 | Developing a City-Level Digital Twin Propositions and a Case Study |
| 293 | building conceptual models and improving algorithms to enable closed-loop optimisation | 0.3103 | The architectural framework of a cyber physical logistics system for digital-twin-based supply chain control |
| 294 | mixed reality interfaces and real-time data to support urban decision making and communication | 0.3099 | 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 |
| 295 | extension to prognostics and remaining life prediction | 0.3086 | Fleet Monitoring and Diagnostics Framework Based on Digital Twin of Aero-Engines |
| 296 | Accompanying the products with a qualified specialized service | 0.3076 | Digital Twin of the Oil Well, Based on Data Mining Technologies |
| 297 | Service Oriented, Holonic and Multi-agent Manufacturing Systems | 0.3062 | Energy-Aware Resources in Digital Twin: The Case of Injection Molding Machines |
| 298 | algorithms | 0.3025 | Digital Twin in manufacturing: A categorical literature review and classification |
| 299 | to use the model in a simulation environment and add functionality | 0.3018 | Micro Manufacturing Unit and the Corresponding 3D-Model for the Digital Twin |
| 300 | whether they are published or not | 0.3002 | Shaping the digital twin for design and production engineering |
| 301 | parameters of sampling circuit | 0.2974 | A Digital Twin based Estimation Method for Health Indicators of DC-DC Converters |
| 302 | if this improves the performance measures significantly | 0.295 | Simulation-based Analysis of the Interaction of a Physical and a Digital Twin in a Cyber-Physical Production System |
| 303 | shrewd reports | 0.294 | A Survey Paper on Concept of Digital Twin in Modern Era |
| 304 | empirical techniques | 0.2907 | Building blocks for a digital twin of additive manufacturing |
| 305 | operation instructions for each process are formed | 0.2898 | Model construction of planning and scheduling system based on digital twin |
| 306 | terrestrial laser scanners | 0.2835 | Towards the development of a Digital Twin: A comparative study of 3D data acquisition methods for mechanical and electrical assets |
| 307 | measured values that are responsible for negative production performance, without training | 0.2829 | A Digital Twin for Automated Root-Cause Search of Production Alarms Based on KPIs Aggregated from IoT |
| 308 | changes in mission profile to decrease loadings | 0.282 | The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicles |
| 309 | recommended temperature and pressure cycles | 0.2813 | Towards a Digital Twin for Mitigating Void Formation in Autoclave Composite Parts |
| 310 | optimizing the renovations | 0.2806 | The “Digital twin”. Digitization process from the point of view of a classification society |
| 311 | providing deep, interpretable, and data-efficient IHSC process learning | 0.2784 | Simulation-Based Digital Twin Development for Blockchain Enabled End-to-End Industrial Hemp Supply Chain Risk Management |
| 312 | digital and smart optimization modes driven by new IT technologies | 0.2784 | Digital twin-driven optimization of gas exchange system of 2-stroke heavy fuel aircraft engine |
| 313 | the data management should overcome the obstacle in data compatibility and practicability | 0.2752 | Development of a bridge maintenance system for prestressed concrete bridges using 3D digital twin model |
| 314 | conceptual and implementation frameworks, platforms, and real-world implementations | 0.2752 | Comparison of Digital Twin Development in Manufacturing and Maritime Domains |
| 315 | digitization | 0.2723 | The Digital Twin: Demonstrating the Potential of Real Time Data Acquisition in Production Systems |
| 316 | researchers are already searching for feasible solutions | 0.27 | Integrating the Digital Twin of the manufacturing system into a decision support system for improving the order management process |
| 317 | current MBE approaches focus on generating the product data required to execute manufacturing operations | 0.2692 | Digital Thread and Twin for Systems Engineering: EMD to Disposal |
| 318 | effective and efficient communication and interaction between people and DTs | 0.2689 | Developing a Dynamic Digital Twin at a Building Level: using Cambridge Campus as Case Study |
| 319 | Creating an information system for the assembly production control of complex products” | 0.2686 | Application of the Digital Twin Concept to Solve the Monitoring Task of Machine-Building Technological Process |
| 320 | Algorithms | 0.264 | SEDIT: Semantic Digital Twin Based on Industrial IoT Data Management and Knowledge Graphs |
| 321 | definition of methods | 0.263 | Towards Digital Twin Implementation for Assessing Production Line Performance and Balancing |
| 322 | incorporating academic literatures, firm’s and government reports | 0.2618 | Revolution on digital twin technology—a patent research approach |
| 323 | small solutions which yield great rewards | 0.2617 | Digital Twin Technology in the Field Reclaims Offshore Resources |
| 324 | Selected technologies useful to improve the connectivity in smart cities | 0.2609 | Digital Twin and CyberGIS for Improving Connectivity and Measuring the Impact of Infrastructure Construction Planning in Smart Cities |
| 325 | hundreds of these smart sensors running in a co-simulation | 0.2603 | IEEE 1451 Smart Sensor Digital Twin Federation for IoT/CPS Research |
| 326 | the mapping between the resource library of concept planning and current device information | 0.2547 | A Case Study for a Digital Twin of Body-in-White Production Systems |
| 327 | catering various aircraft configurations | 0.2536 | Closed-loop digital twin system for air cargo load planning operations |
| 328 | current researchers contribute mostly to the interaction between physical and virtual spaces | 0.2533 | A Digital Twin Concept for Manufacturing Systems |
| 329 | magnetic flux density and field lines | 0.2526 | Insights into Digital Twin Based on Finite Element Simulation of a Large Hydro Generator |
| 330 | proof of concept results | 0.2521 | Digital Twin Software for Electrical Machines |
| 331 | we will improve the qualitative analysis method and individual factors | 0.2505 | DTCluster: A CFSFDP Improved Algorithm for RFID Trajectory Clustering Under Digital-twin Driven |
| 332 | advanced physics-based modeling and simulation tools | 0.25 | Is Digital Thread/Digital Twin Affordable? A Systemic Assessment of the Cost of DoD’s Latest Manhattan Project |
| 333 | assembly of large-scale products | 0.2481 | A digital twin-driven approach for the assembly-commissioning of high precision products |
| 334 | spacecraft state monitoring, fault diagnosis and health management | 0.2471 | A Low Cost Flexible Digital Twin Platform for Spacecraft Lithium-ion Battery Pack Degradation Assessment |
| 335 | average efficiency and workload of the machine tool can be achieved | 0.2422 | Defining a Digital Twin-based Cyber-Physical Production System for autonomous manufacturing in smart shop floors |
| 336 | conclusions and future works are presented | 0.2417 | Information-Based Model Discrimination for Digital Twin Behavioral Matching |
| 337 | probability of detection (POD) curves and the repair crack size | 0.2399 | Probabilistic methods for risk assessment of airframe digital twin structures |
| 338 | physics-based modeling techniques | 0.2394 | A Simulation-Based Digital Twin for Model-Driven Health Monitoring and Predictive Maintenance of an Automotive Braking System |
| 339 | different approaches to automatically adjust a faulty implementation by using synthesis or similar techniques | 0.2392 | Digital Twin for Legacy Systems: Simulation Model Testing and Validation |
| 340 | structural/ thermal and other analysis on the design | 0.2384 | Understanding the role of a Digital Twin in Integrated Vehicle Health Management (IVHM)* |
| 341 | Swiss energy regulation recommendations | 0.2379 | Coupled simulation of thermally active building systems to support a digital twin |
| 342 | different streams of research related to employing AI in disaster management | 0.2354 | Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management |
| 343 | we intend to implement other data repositories | 0.2351 | Visualising the digital twin using web services and augmented reality |
| 344 | certain Linux distributions | 0.2326 | Using Digital Twin Data for the Attribute-Based Usage Control of Value-Added Networks |
| 345 | big data analytics | 0.2315 | Digital twin for real-time data processing in logistics |
| 346 | obtaining of hemodynamic and shear stress | 0.2309 | Methods of computational modeling of coronary heart vessels for its digital twin |
| 347 | Numerous questions | 0.2287 | The Digital Twin – Birth of an Integrated System in the Digital Age |
| 348 | management of design version and process version in the forward process | 0.2284 | Digital twin-based assembly data management and process traceability for complex products |
| 349 | technical challenges associated with building the perfect clone of a complex fighter-type aircraft | 0.2277 | Demonstrated Benefits of a Nascent Digital Twin |
| 350 | product lifecycle management, mission requirements | 0.2216 | Visualisation of the Digital Twin data in manufacturing by using Augmented Reality |
| 351 | usage of data in DT-driven intelligent applications | 0.221 | Data Construction Method for the Applications of Workshop Digital Twin System |
| 352 | the need to gain computational results in real-time | 0.2208 | The medical digital twin assisted by Reduced Order Models and Mesh Morphing |
| 353 | more topics | 0.2199 | AN APPROACH FOR THE IMPLEMENTATION OF THE DIGITAL TWIN IN THE AUTOMOTIVE WIRING HARNESS FIELD |
| 354 | we design a Chi-square detector to monitor the estimation process | 0.2188 | A Game-Theoretic Approach to Secure Estimation and Control for Cyber-Physical Systems with a Digital Twin |
| 355 | the communication between several DTs | 0.2188 | Recent and prospective developments in power system control centers: Adapting the digital twin technology for application in power system control centers |
| 356 | Product Lifecycle Management and Digital Twin Design | 0.2178 | Unlocking Potentials of Building Energy Systems’ Operational Efficiency: Application of Digital Twin Design for HVAC systems |
| 357 | data synchronization and aggregation procedures | 0.2174 | Digital twin information technology for biomedical data complex representation and processing |
| 358 | DT-AI-IoT decisions | 0.2156 | Combination of Digital Twin and Artificial Intelligence in Manufacturing Using Industrial IoT |
| 359 | more derived units and taxonomies | 0.2153 | Smart City Platform Enabling Digital Twin |
| 360 | a telematics-based driverassistance system | 0.2118 | Digital Twin in Industry: State-of-the-Art |
| 361 | timely exchange of information among stakeholders | 0.2114 | RB-FEA Based Digital Twin for Structural Integrity Assessment of Offshore Structures |
| 362 | customer demand analysis and service and value proposition design | 0.2113 | Classifying Digital Twins: A Three-Dimensional Conceptual Reference Model |
| 363 | using the capability of Internet of Things | 0.2107 | Digital twin of manufacturing systems |
| 364 | efficient techniques for real-time data processing and STL monitoring | 0.2081 | A Digital Twin Framework for Performance Monitoring and Anomaly Detection in Fused Deposition Modeling |
| 365 | we aim to provide generators for such populations at a global (worldwide) scale | 0.2051 | Tackling Urban Challenges with Models, Spatial Analysis and Numerical Simulations in Immersive Virtual Environments. |
| 366 | inability to effectively conduct full-scale tests | 0.2051 | An architectural approach to process control of gas compressor stations with a low temperature separation gas preparation unit based on a digital twin |
| 367 | to integrate object tracking algorithm into the system | 0.205 | Sensor Fusion of Camera and Cloud Digital Twin Information for Intelligent Vehicles |
| 368 | increased bandwidth capabilities, distributed smart instruments and condition monitoring devices | 0.2049 | A System of Systems Digital Twin to Support Life Time Management and Life Extension of Subsea Production Systems |
| 369 | 4 Architecture Setups | 0.2041 | Digital Twin Strategies for SoS 4 Challenges and 4 Architecture Setups for Digital Twins of SoS |
| 370 | costs for manual documentation saved | 0.204 | 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 |
| 371 | interactions between large amounts of data and information in production | 0.2028 | Modular based flexible digital twin for factory design |
| 372 | life prediction and damage analyses | 0.1986 | Lifespan Prediction Technique for Digital Twin-Based Noise Barrier Tunnels |
| 373 | integration of BIM models and terrain | 0.1981 | INTEGRATION OF 3D OBJECTS AND TERRAIN FOR 3D MODELLING SUPPORTING THE DIGITAL TWIN |
| 374 | Representing financial data streams in digital simulations | 0.198 | Representing financial data streams in digital simulations to support data flow design for a future Digital Twin |
| 375 | multi-domain simulations | 0.1979 | A Reference Architecture for Smart Building Digital Twin |
| 376 | devise methods that account for the noise in the SVD step | 0.1951 | Aerodynamic Data Fusion Towards the Digital Twin Paradigm |
| 377 | Potential research challenges | 0.1943 | From Surveillance to Digital Twin: Challenges and Recent Advances of Signal Processing for the Industrial Internet of Things |
| 378 | no serious strategy and comprehensive study have been yet proposed | 0.1917 | Challenges of developing a digital twin model of renewable energy generators |
| 379 | the robustness of the virtual models; 2) DT’s link | 0.1905 | Digital twin framework and its application to power grid online analysis |
| 380 | add/edit items | 0.1884 | A Digital Twin based Service Oriented Application for a 4.0 Knowledge Navigation in the Smart Factory |
| 381 | insertion of new rules for the computation of state actuation at runtime | 0.187 | A Digital Twin for Directing People Flow in Preserved Heritage Buildings |
| 382 | Improved (physics-based) material models | 0.1864 | On the Effects of Modeling As-Manufactured Geometry: Toward Digital Twin |
| 383 | to simulate the assembly procedure and predict the deviations and stresses | 0.1863 | Individualizing Locator Adjustments of Assembly Fixtures Using a Digital Twin |
| 384 | this environment can be recommended for use | 0.1862 | Development and creation a model of a digital twin of the cubepart rectification installation for the separation of a binary water-alcohol mixture |
| 385 | anticipating change | 0.1854 | The logistics network digital twin in view of concept of the non-destructive quality control methods |
| 386 | real-timesimulation of a physical asset that uses multiple sources of data | 0.185 | Towards a Digital Twin Supporting Risk Based Decision Making for Offshore Installations |
| 387 | digital modeling of physical assets or processes | 0.1833 | Development of electric vehicle maintenance education ability using digital twin technology and VR |
| 388 | add black-box modules | 0.1828 | FMU-supported simulation for CPS Digital Twin |
| 389 | more product variants | 0.1827 | A Survey on the Necessity for a Digital Twin of Production in the Automotive Industry |
| 390 | process methods, process inspection standards and process knowledge maps | 0.1814 | The Modeling Method of Digital Twin Models for Machining Parts |
| 391 | this risk is counteracted and minimized | 0.1813 | An Architectural Approach for Service Value Creation with the Digital Twin |
| 392 | varying the sensor parameters and noise | 0.1811 | Digital Twin Concept for Aircraft System Failure Detection and Correction |
| 393 | Table 2. Limitations and gaps | 0.1789 | From BIM Towards Digital Twin: Strategy and Future Development for Smart Asset Management |
| 394 | Validation and consolidation | 0.1778 | DIGITAL TWIN, VIRTUAL REALITY AND SPACE SYNTAX: CIVIC ENGAGEMENT AND DECISION SUPPORT FOR SMART, SUSTAINABLE CITIES. |
| 395 | conclusions and future works presented | 0.1776 | Digital Twin Enabled Smart Control Engineering as an Industrial AI: A New Framework and A Case Study |
| 396 | offline evaluation, prediction, and optimization for energy-efficient manufacturing | 0.177 | Event-Driven Online Machine State Decision for Energy-Efficient Manufacturing System Based on Digital Twin Using Max-Plus Algebra |
| 397 | the proposed approach shows its feasibility and promises in a manufacturing environment | 0.1748 | The Digital Twin, Demonstrating the Potentials of Monitoring of Product/Process: a Case Based on an Agile Manufacturing Control Line |
| 398 | they can accurately represent the status, position or working conditions of their physical counterparts | 0.1719 | Process Modelling of Geothermal Drilling System Using Digital Twin for Real-Time Monitoring and Control |
| 399 | virtual representations of physical objects and they can be connected with their physical counterparts | 0.1713 | Dimensions of Digital Twin Applications - A Literature Review |
| 400 | Damage findings, repairs, replacements, and structural modifications | 0.1698 | Reengineering Aircraft Structural Life Prediction Using a Digital Twin |
| 401 | product design, system design, production prediction, and control optimization | 0.1697 | A Reconfigurable Modeling Approach for Digital Twin-based Manufacturing System |
| 402 | enhancement of the visualization and execution of assembly | 0.1687 | Intelligent control of an assembly station by integration of a digital twin for employees into the decentralized control system |
| 403 | evaluation of the proposed concept and the development of applications for operator assistant systems | 0.1686 | Digital Twin - Concept of a Continuously Adaptive Power System Mirror |
| 404 | smart maintenance, repair and overhaul activities | 0.1676 | Ubiquitous knowledge empowers the Smart Factory: The impacts of a Service-oriented Digital Twin on enterprises’ performance |
| 405 | the model will be modified to generate multiple PPG templates with statistical variation | 0.1674 | Synthetic PPG generation from haemodynamic model with baroreflex autoregulation: a Digital twin of cardiovascular system |
| 406 | IEC standard 62541 OLE for Process Control Unified Architecture | 0.1671 | A Six-Layer Digital Twin Architecture for a Manufacturing Cell |
| 407 | most of the existing approaches are faultand application-specific | 0.1657 | A Digital Twin Approach for Fault Diagnosis in Distributed Photovoltaic Systems |
| 408 | adaptation of simulation techniques and simulation software | 0.1614 | A review on simulation in digital twin for aerospace, manufacturing and robotics |
| 409 | real-time data collection, digital twin driven shop-floor modeling | 0.1613 | Dynamic resource allocation optimization for digital twin-driven smart shopfloor |
| 410 | considering serialized parts, software versions, options, and variants | 0.1608 | The Digital Twin Throughout the SE Lifecycle |
| 411 | User/customer demands | 0.1597 | Product Processes based on Digital Twin |
| 412 | can be easily be integrated with other model components of windfarms | 0.1584 | MV Cable Modeling for Application in the Digital Twin of a Windfarm |
| 413 | simplified corrections for environmental disturbances, draught, and speed | 0.1576 | Data-driven ship digital twin for estimating the speed loss caused by the marine fouling |
| 414 | identifying the mechanical properties of the panel combining experimental data | 0.1576 | Mona Lisa’s digital twin: identifying the mechanical properties of the panel combining experimental data and advanced finite-element modelling |
| 415 | using the slope b1 of the elastic strain line of the first regime | 0.1558 | Description of the cyclic material behaviour of aluminium wrought alloys as basis for a digital twin |
| 416 | realtime monitoring and scheduling | 0.1557 | How to model and implement connections between physical and virtual models for digital twin application |
| 417 | the use of a compiled language implementation of a discrete event simulation package | 0.1527 | Implementation of an IoT- and Cloud-based Digital Twin for Real-Time Decision Support in Port Operations |
| 418 | automatic selection and adaptation of algorithms and parameters for various scenes | 0.1517 | Understanding unstructured 3D point clouds for creating digital twin city: An unsupervised hierarchical clustering approach |
| 419 | aircraft maintenance, repair, and overhaul | 0.1513 | The role of data fusion in predictive maintenance using digital twin |
| 420 | virtual commissioning and approval tests | 0.1491 | Keeping the Digital Twin up-to-date - Process Monitoring to Identify Changes in a Plant |
| 421 | using simulation models of the production system | 0.1489 | A Digital Twin-based scheduling framework including Equipment Health Index and Genetic Algorithms |
| 422 | several data sets for different bearing health states | 0.1483 | Digital Twin for Reliability Analysis During Design and Operation of Mechatronic Systems |
| 423 | Section VI provides the conclusions and future work directions | 0.1479 | Supporting the Design, Commissioning and Supervision of Smart Factory Components through their Digital Twin |
| 424 | enriching the types of models in RCL unit library | 0.1452 | Digital twin-driven system for roller conveyor line: design and control |
| 425 | the information included in the different digital twins can be exploited | 0.1441 | Evolution of a Digital Twin for a Steam Cracker |
| 426 | system improvement and failure prevention | 0.144 | Electrical Submersible Pump Digital Twin, the Missing Link for Successful Condition Monitoring and Failure Prediction |
| 427 | different companies | 0.1435 | Digital Twin: Applying emulation for machine reconditioning |
| 428 | a failure may occur at a future time with a high probability | 0.1424 | A Digital-Twin-Assisted Fault Diagnosis Using Deep Transfer Learning |
| 429 | automated process plan generation and enhanced trajectory planning strategies | 0.1413 | Realization of the 5-Axis Machine Tool Digital Twin Using Direct Servo Control from CAM |
| 430 | offer new opportunities throughout the lifecycle of a vessel | 0.1378 | Digital Twin Modelling of Ship Power and Propulsion Systems: Application of the Open Simulation Platform (OSP) |
| 431 | we are planning to implement the proposed changes | 0.1374 | The Indicator-Based Evolutionary Algorithm for the Digital Twin |
| 432 | smart urban transit systems and personalized healthcare scenarios | 0.1349 | On the Engineering of IoT-Intensive Digital Twin Software Systems |
| 433 | various optimization solutions within the boiler island | 0.1347 | A case study of digital-twin-modelling analysis on power-plant-performance optimizations |
| 434 | artificial intelligence, robotics, the internet of things | 0.1347 | The digital twin of an industrial production line within the industry 4.0 concept |
| 435 | theoretical and technical reference | 0.1328 | Research on Digital Twin Technology for Production Line Design and Simulation |
| 436 | the subject of the section 6 | 0.1312 | Methodology for enabling Digital Twin using advanced physics-based modelling in predictive maintenance |
| 437 | novel adaptation features and adaptation rules to fit into the domain of smart manufacturing | 0.1307 | A Digital Twin-Based Multi-modal UI Adaptation Framework for Assistance Systems in Industry 4.0 |
| 438 | reducing overhead and saving resources | 0.1301 | Cloud-Based Digital Twin for Industrial Robotics |
| 439 | economic profitability, environmental protection and human safety | 0.1279 | The True Digital Twin Concept for Fatigue Re-Assessment of Marine Structures |
| 440 | a combination of physics-based and data-based approaches | 0.1258 | Next Generation Digital Twin |
| 441 | some challenges needed to be addressed in the near future | 0.1253 | Knowledge-driven digital twin manufacturing cell towards intelligent manufacturing |
| 442 | Geographic Information Systems (GIS) and Building Information Modeling | 0.1223 | The Potential of Digital Twin Model Integrated With Artificial Intelligence Systems |
| 443 | production centralization tools and the careful review of the DES logic | 0.1212 | From the Cyber-Physical System to the Digital Twin: the process development for behaviour modelling of a Cyber Guided Vehicle in M2M logic |
| 444 | complied not only in RMS but also in other manufacturing concept | 0.121 | Digital Twin Approach for Solving Reconfiguration Planning Problems in RMS |
| 445 | Scattering Imaging of Microheterogeneities | 0.1198 | Digital Twin of the Seismogeological Object: Building and Application |
| 446 | training, morality, and reliability | 0.1182 | 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 |
| 447 | industry 4.0, digitalization, fault injection | 0.1176 | Fault injection in Digital Twin as a means to test the response to process faults at virtual commissioning |
| 448 | platform independent, support and maintenance are easier | 0.1168 | Digital Twin for Drilling Operations – Towards Cloud-Based Operational Planning |
| 449 | power system design, simulation, teaching and reliability improvement | 0.1161 | SoC-based Digital Twin of Power System Simulation |
| 450 | collected decision-support information | 0.1161 | Digital twin-driven rapid individualised designing of automated flow-shop manufacturing system |
| 451 | operators utilize network anomaly detection | 0.1149 | Developing a Digital Twin: The Roadmap for Oil and Gas Optimization |
| 452 | there is a need to investigate an improved model update method to increase speed | 0.1137 | A Product Quality Monitor Model With the Digital Twin Model and the Stacked Auto Encoder |
| 453 | input load cases | 0.1136 | A Review and Methodology Development for Remaining Useful Life Prediction of Offshore Fixed and Floating Wind turbine Power Converter with Digital Twin Technology Perspective |
| 454 | current industry 4.0 strategies | 0.1132 | Digital Twin of the Polyurethane Rotational Moulding Process |
| 455 | can be used with the global performance model | 0.1131 | Developing a Digital Twin for Floating Production Systems Integrity Management |
| 456 | all quantities that could be hard to measure | 0.1081 | Digital Twin Based Condition Monitoring of a Knuckle Boom Crane: an Experimental Study |
| 457 | detailed wing and boom representation and the fuselage coarse model Strain readings | 0.1075 | Optimal Location of a Fiber-Optic-based sensing net for SHM applications using a digital twin |
| 458 | development of digital twin approaches for cybersecurity incident prediction | 0.1067 | Digital Twin for Cybersecurity Incident Prediction: A Multivocal Literature Review |
| 459 | requirements belonging to the category ingress protection | 0.1063 | THE DIGITAL TWIN THEORY - DESIGNING A TEST INFRASTRUCTURE USING SYSML |
| 460 | our water, transport, energy and telecoms networks | 0.106 | Twin tracks: The drive to create a smart digital model of the UK |
| 461 | Statistics computed from the data are used in the digital twin | 0.1052 | Real-Time Cleaning of Time-Series Data for a Floating System Digital Twin |
| 462 | quality control laboratory; process modelling; planning; discrete event simulation | 0.1049 | Pharmaceutical quality control laboratory digital twin – A novel governance model for resource planning and scheduling |
| 463 | building information modelling in finite element analysis software | 0.1018 | Numerical Analysis of the Creep and Shrinkage Experienced in the Sydney Opera House and the Rise of Digital Twin as Future Monitoring Technology |
| 464 | advancing the micro-level ‘smartness’ of the city | 0.1013 | Devising a Game Theoretic Approach to Enable Smart City Digital Twin Analytics |
| 465 | higher level of connectivity, intelligence and autonomy | 0.1005 | Machine tool digital twin: Modelling methodology and applications |
| 466 | knowledge-driven framework | 0.1005 | A data- and knowledge-driven framework for digital twin manufacturing cell |
| 467 | a framework of HMI | 0.0993 | Digital twin enhanced human-machine interaction in product lifecycle |
| 468 | investigate the gearbox wear | 0.0989 | The use of Digital Twin for predictive maintenance in manufacturing |
| 469 | current BMSs are not adapted to the specifications of the automotive industry | 0.0973 | From ROM of Electrochemistry to AI-Based Battery Digital and Hybrid Twin |
| 470 | better business decisions around investment, concept selection, maintenance and operations of energy assets | 0.0962 | Digital Twin Through the Life of a Field |
| 471 | high-level decision-making mechanisms | 0.096 | Digital twin for adaptation of robots’ behavior in flexible robotic assembly lines |
| 472 | useful and relevant | 0.0959 | Training Robot Manipulation Skills through Practice with Digital Twin of Baxter |
| 473 | selected according to historical data of geological disasters | 0.0958 | Monitoring and Warning for Digital Twin-driven Mountain Geological Disaster |
| 474 | some explanations and definitions of digital twin were proposed | 0.0956 | Digital Twin Service towards Smart Manufacturing |
| 475 | parts identification and inspection | 0.0953 | Digital Twin of Experimental Smart Manufacturing Assembly System for Industry 4.0 Concept |
| 476 | the machine state inference could be implemented at the edge node itself | 0.0944 | Digital Twin for Energy Optimization in an SMT-PCB Assembly Line |
| 477 | System Dynamics Modelling | 0.0935 | TOWARDS AN EQUILIBRIUM MODEL FOR MEASURING THE IMPACT OF DIGITAL TWIN TECHNOLOGY ON ENTERPRISE AGILITY |
| 478 | the synergies between mechanistic and statistical models | 0.0935 | The ‘Digital Twin’ to enable the vision of precision cardiology |
| 479 | explore the SWRL rules to generate even richer models semantically | 0.0906 | Internet of Things Ontology for Digital Twin in Cyber Physical Systems |
| 480 | remote monitoring & abnormality detection | 0.0902 | Digital Geometry to Support a Gas Turbine Digital Twin |
| 481 | Regulations on data security for important transportation facilities are obstacle to overcome | 0.0897 | Digital Twin Models for Maintenance of Cable-Supported Bridges |
| 482 | plan system upgrades | 0.0879 | Electric Stock Digital Twin in a Subway Traction Power System |
| 483 | quality controls with obvious improvement in production standards | 0.0877 | Simulation and Digital Twin Based Design of a Production Line: A Case Study |
| 484 | simulation data, prediction data, and evaluation data | 0.0856 | Digital Twin-based Smart Building Management and Control Framework |
| 485 | inability to actively predict the faults of instruments | 0.0822 | Structural Design of Digital Twin Laboratory Model Based on Instruments Sharing Platform |
| 486 | Availability of data and materials | 0.0815 | Time series behavior modeling with digital twin for Internet of Vehicles |
| 487 | reporting and analytics | 0.0809 | Implementation of “Digital Twin” Concept for Modern Project-Based Engineering Education |
| 488 | issues of security and energy consumption minimization | 0.0802 | Modeling of Cyber-Physical Systems and Digital Twin Based on Edge Computing, Fog Computing and Cloud Computing Towards Smart Manufacturing |
| 489 | focusing on non-ideal landing conditions | 0.0797 | The Development and use of a Digital Twin Model for Tire Touchdown Health Monitoring |
| 490 | These should serve to optimize processes and decision-making | 0.0796 | Business Models for Industrial Smart Services – The Example of a Digital Twin for a Product-Service-System for Potato Harvesting |
| 491 | ascertainable benefits were established for all three use cases | 0.0792 | Immersive Applications of Industrial Digital Twins |
| 492 | pairing digital and physical data combined with predictive analytics and diagnostic messages | 0.0791 | Drilling Automated Realtime Monitoring Using Digital Twin |
| 493 | high-level presentations and discussions with descriptors | 0.0789 | Finding Meaning, Application for the Much-Discussed Digital Twin |
| 494 | guidelines, methods, and best practices | 0.0782 | Framework for a digital twin in manufacturing: scope and requirements |
| 495 | Descriptive – visibility of product, device, machine, factory | 0.078 | The Digital Twin: Virtual Validation In Electronics Development And Design |
| 496 | predicting how well system performance will improve | 0.0771 | Petascale Cloud Supercomputing for Terapixel Visualization of a Digital Twin |
| 497 | Concepts exceeding the use of RFID | 0.0739 | The Digital Twin: Realizing the Cyber-Physical Production System for Industry 4.0 |
| 498 | positive correlation between quality of life and individual elements | 0.0732 | Visual validation services with time coordination for senior citizens social events - OldBirds digital twin platform |
| 499 | intervals for the sake of simulation | 0.0713 | Creating Digital Twin of Processed Surface for Industry 4.0 |
| 500 | reducing the risk factors associated with these diseases | 0.0678 | Cardio Twin: A Digital Twin of the human heart running on the edge |
| 501 | usages of sensor signals, shape information, data formatting | 0.0677 | Hidden Markov model-based digital twin construction for futuristic manufacturing systems |
| 502 | updates and enhancements | 0.0654 | Dynamic Analysis of Digital Twin System Based on Five-Dimensional Model |
| 503 | make confident predictions about future performances | 0.0625 | Concept and Implementation of a Cyber-Physical Digital Twin for a SMT Line |
| 504 | create data-driven solutions incorporating advanced analytics | 0.0618 | The Importance of Feature Selection Methods for the Error Prediction Process of a Digital Twin |
| 505 | tests | 0.0604 | Digital Twin Development of HexaFloat, a 6DoF PKM for HIL Tests |
| 506 | Ground liquefaction; Ground resistance; Three - dimensional ground resistance modeling | 0.0599 | Construction of Digital Twin Geotechnical Resistance Model for Liquefaction Risk Evaluation |
| 507 | generating maintenance plan, simulation and verification of maintenance plan | 0.0596 | Data Super-Network Fault Prediction Model and Maintenance Strategy for Mechanical Product Based on Digital Twin |
| 508 | exploring the possibility of synergistic interactions | 0.0591 | Consistency retention method for CNC machine tool digital twin model |
| 509 | real-time and iterative connection between physical entity and virtual model | 0.0586 | Digital-twin-driven geometric optimization of centrifugal impeller with free-form blades for five-axis flank milling |
| 510 | several factors such as the response time, communication data from sensors | 0.0573 | Towards a Digital Twin for Cloud Manufacturing: Case Study |
| 511 | aggregate the data from measurements on different steps of the production chain | 0.0557 | Evaluation of Industry 4.0 Data formats for Digital Twin of Optical Components |
| 512 | the big data processing technique and the modeling analysis of artificial intelligence to | 0.0533 | Brief Analysis About Digital Twin Supply Chain Model and Application |
| 513 | changes in stiffness, strength, thermal and electrical conductivity | 0.0533 | Multiphysics Stimulated Simulation Digital Twin Methods for Fleet Management |
| 514 | multiple data sources and modelled processes | 0.0523 | Towards a Digital Twin with Generative Adversarial Network Modelling of Machining Vibration |
| 515 | the system design and cloud implementation are working | 0.052 | A digital twin for smart farming |
| 516 | real-time data feed from field sensors | 0.0512 | 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 |
| 517 | an IoT platform, 3D modeling tool, AR/VR tools | 0.0511 | Reliable Digital Twin for Connected Footballer |
| 518 | more understanding unfolds on the potential and capabilities and more insights are added | 0.0476 | Toward Digital Twin and Simulation- Driven New Product Development |
| 519 | use of three spark plugs | 0.047 | Digital Twin and Triple Spark Ignition in Four-Stroke Internal Combustion Engines of Two-Wheelers |
| 520 | The results were promising and show that more work should be done in this area | 0.0444 | A Digital Twin for Integrated Inspection System in Digital Manufacturing |
| 521 | the main influences on the cyclic stress–strain behavior | 0.0437 | About a Digital Twin for the Fatigue Approach of Additively Manufactured Components |
| 522 | comparing data-driven results to model-based ones | 0.0434 | Preliminary Exploration on Digital Twin for Power Systems: Challenges, Framework, and Applications |
| 523 | Photovoltaic Mathematical model | 0.0419 | DIGITAL TWIN IN THE ANALYSIS OF A BIG DATA |
| 524 | rotor unbalance fault quantification and localisation | 0.0394 | Digital Twin for rotating machinery fault diagnosis in smart manufacturing |
| 525 | algorithm research of digital twin data interaction and fusion | 0.0392 | Digital twin-driven carbon emission prediction and low-carbon control of intelligent manufacturing job-shop |
| 526 | comparison of MPS machine tools | 0.0391 | Digital Twin-Driven Cyber-Physical System for Autonomously Controlling of Micro Punching System |
| 527 | mobile edge computing (MEC), resource allocation, user association | 0.0388 | Deep Learning for Hybrid 5G Services in Mobile Edge Computing Systems: Learn From a Digital Twin |
| 528 | develop formal semantics for translating different models | 0.0385 | Challenges in Digital Twin Development for Cyber-Physical Production Systems |
| 529 | reduction of uncertainties related to performance prediction | 0.0384 | Improving Prediction Capability of Quadcopter Through Digital Twin |
| 530 | food productAbstract | 0.0341 | ABOUT A «DIGITAL TWIN» OF A FOOD PRODUCT |
| 531 | durability improvement initiatives, light-weighting efforts | 0.0338 | DIGITAL TWIN FOR TANK TRACK ELASTOMERS: PREDICTING SELF-HEATING AND DURABILITY |
| 532 | tightly coupled stack of applications that only interacted with applications in the adjacent layers | 0.0335 | A Unified Ontology Namespace for Enterprise Integration a Digital Twin Case Study |
| 533 | Other data are only applicable to subsets of the fleet | 0.0335 | Demonstration of an Airframe Digital Twin Framework Using a CF-188 Full-Scale Component Test |
| 534 | monitor and sustain assets (e.g., a turbine) performance | 0.0332 | Information Digital Twin—Enabling Agents to Anticipate Changes in Their Tasks |
| 535 | integrating into existing data standards and software | 0.0322 | From LiDAR point cloud towards digital twin city: Clustering city objects based on Gestalt principles |
| 536 | Development of Kangas cyber-secure experimentation smart city platform | 0.0311 | SMART CITY DEVELOPMENT WITH DIGITAL TWIN TECHNOLOGY |
| 537 | what type of lift is the most suitable | 0.0288 | Digital Twin - Engineering with the Human Factor in the Loop |
| 538 | control and surveillance of road infrastructure | 0.0255 | Mobile Mapping, Machine Learning and Digital Twin for Road Infrastructure Monitoring and Maintenance: Case Study of Mohammed VI Bridge in Morocco |
| 539 | cooperating data components, sessions and simulation models and their relations | 0.0254 | Virtualization of Production Using Digital Twin Technology |
| 540 | future potential assembly flow line schemes | 0.0244 | Optimized throughput improvement of assembly flow line with digital twin online analytics |
| 541 | Figure 3. uDiT Communication Middleware QoS requirements | 0.0239 | Data-centric middleware based digital twin platform for dependable cyber-physical systems |
| 542 | Preliminary models and requirements | 0.0236 | Approach to the Development and Application of a Digital Thread / Digital Twin Authoritative Truth Source |
| 543 | they have no conflict of interest | 0.0221 | Designing optimal automatic cycles of round grinding based on the synthesis of digital twin technologies and dynamic programming method |
| 544 | a finite element (FE) representation | 0.0176 | True Fatigue Life Calculation Using Digital Twin Concept and Operational Modal Analysis |
| 545 | prevention of substandard products which do not meet quality requirements | 0.0121 | Improvement of the quality of designed cylindrical grinding cycle with traverse feeding based on the use of digital twin options |
| 546 | to validate and normalize its structure as well as its definition | 0.0112 | Digital Twin Applications: A Review |
| 547 | planar and (b) wedge failure | 0.01 | Disrupting rock engineering concepts: is there such a thing as a rock mass digital twin and are machines capable of learning rock mechanics? |
| 548 | ability of monitoring both of capacitor and MOSFET | 0.009 | Application of Digital Twin Concept in Condition Monitoring for DC-DC Converters |
| 549 | multiphysics modelling together with data-driven analytics | 0.0059 | Digital Twin of Subsea Pipelines: Conceptual Design Integrating IoT, Machine Learning and Data Analytics |
| 550 | DigiFab Automated SME factory digitization and road map | 0.0048 | Towards Automated 3D reconstruction in SME factories and Digital Twin Model generation |
| 551 | emerging Digital Twin standards | 0.0042 | SPHERE: BIM Digital Twin Platform |
| 552 | We investigated the optimal operation of on/off valves in the control system | 0.0037 | Process Parameter Monitoring and Control Using Digital Twin |
| 553 | improvements are evaluated | 0.0018 | A machine state-based Digital Twin development methodology |
| 554 | Ant Colony Optimization Algorithm for Industrial Robot Programming | 0.0005 | Ant Colony Optimization Algorithm for Industrial Robot Programming in a Digital Twin |