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A Review on Digital Twin Technology in Smart Grid, Transportation System and Smart City: Challenges and Future
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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DL‐IDS: a deep learning–based intrusion detection framework for securing IoT
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Urban Building Energy CPS (UBE-CPS): Real-Time Demand Response Using Digital Twin
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A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance
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A deep spatial-temporal data-driven approach considering microclimates for power system security assessment
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Digital twins based day-ahead integrated energy system scheduling under load and renewable energy uncertainties
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Overcoming decision paralysis—A digital twin for decision making in energy system design
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Projection method for blockchain-enabled non-iterative decentralized management in integrated natural gas-electric systems and its application in digital twin modelling
inferredcites →https://doi.org/10.1016/j.energy.2016.07.090openalex-snapshot
Deep belief network based electricity load forecasting: An analysis of Macedonian case
inferredcites →https://doi.org/10.1016/j.energy.2018.07.090openalex-snapshot
A deep learning model for short-term power load and probability density forecasting
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Stochastic synergies of urban transportation system and smart grid in smart cities considering V2G and V2S concepts
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Computation offloading in Edge Computing environments using Artificial Intelligence techniques
inferredcites →https://doi.org/10.1016/j.epsr.2019.106073openalex-snapshot
Load demand forecasting of residential buildings using a deep learning model
inferredcites →https://doi.org/10.1016/j.erss.2020.101460openalex-snapshot
The autonomous grid: Automation, intelligence and the future of power systems
inferredcites →https://doi.org/10.1016/j.future.2017.08.043openalex-snapshot
Distributed attack detection scheme using deep learning approach for Internet of Things
inferredcites →https://doi.org/10.1016/j.jmsy.2020.02.003openalex-snapshot
Data Construction Method for the Applications of Workshop Digital Twin System
inferredcites →https://doi.org/10.1016/j.jmsy.2020.04.015openalex-snapshot
Modeling and implementation of a digital twin of material flows based on physics simulation
inferredcites →https://doi.org/10.1016/j.jpdc.2017.06.007openalex-snapshot
An efficient deep model for day-ahead electricity load forecasting with stacked denoising auto-encoders
inferredcites →https://doi.org/10.1016/j.mfglet.2018.02.006openalex-snapshot
Digital twin – Proof of concept
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Recent progress on reliability analysis of offshore wind turbine support structures considering digital twin solutions
inferredcites →https://doi.org/10.1016/j.rser.2018.03.089openalex-snapshot
Future effectual role of energy delivery: A comprehensive review of Internet of Things and smart grid
inferredcites →https://doi.org/10.1016/j.rser.2021.110801openalex-snapshot
Towards the future of smart electric vehicles: Digital twin technology
inferredcites →https://doi.org/10.1016/j.tej.2012.09.013openalex-snapshot
The U.S. Department of Energy's Microgrid Initiative
inferredcites →https://doi.org/10.1038/s41746-022-00610-zopenalex-snapshot
Building digital twins of the human immune system: toward a roadmap
inferredcites →https://doi.org/10.1049/gtd2.12500openalex-snapshot
A novel energy management framework incorporating multi‐carrier energy hub for smart city
inferredcites →https://doi.org/10.1049/icp.2022.0925openalex-snapshot
Functional digital twins of relay protection and relay test equipment enabling benefits in training and remote support
inferredcites →https://doi.org/10.1049/iet-rpg.2019.0163openalex-snapshot
Parameter tuning for dynamic digital twins in inverter‐dominated distribution grid
inferredcites →https://doi.org/10.1061/(asce)me.1943-5479.0000741openalex-snapshot
Smart City Digital Twin–Enabled Energy Management: Toward Real-Time Urban Building Energy Benchmarking
inferredcites →https://doi.org/10.1088/1755-1315/647/1/012015openalex-snapshot
The Application of Digital Twin on Power Industry
inferredcites →https://doi.org/10.1088/1757-899x/1035/1/012047openalex-snapshot
Digital twin for smart electricity distribution networks
inferredcites →https://doi.org/10.1109/access.2018.2890566openalex-snapshot
A Digital-Twin-Assisted Fault Diagnosis Using Deep Transfer Learning
inferredcites →https://doi.org/10.1109/access.2020.2998358openalex-snapshot
Digital Twin: Enabling Technologies, Challenges and Open Research
inferredcites →https://doi.org/10.1109/access.2020.3012411openalex-snapshot
Replay Attack Detection in Smart Cities Using Deep Learning
inferredcites →https://doi.org/10.1109/access.2021.3122799openalex-snapshot
Propagation-Based Network Partitioning Strategies for Parallel Power System Restoration With Variable Renewable Generation Resources
inferredcites →https://doi.org/10.1109/cns.2019.8802785openalex-snapshot
Deep-Learning-Based Network Intrusion Detection for SCADA Systems
inferredcites →https://doi.org/10.1109/cpre55809.2022.9776572openalex-snapshot
Virtual Testing of Protection Systems using Digital Twin Technology
inferredcites →https://doi.org/10.1109/energycon.2018.8398846openalex-snapshot
Recent and prospective developments in power system control centers: Adapting the digital twin technology for application in power system control centers
inferredcites →https://doi.org/10.1109/globalsip.2018.8646424openalex-snapshot
Cyber Attacks on Smart Energy Grids Using Generative Adverserial Networks
inferredcites →https://doi.org/10.1109/gpecom52585.2021.9587869openalex-snapshot
Digital twin technology for virtual testing of power system relay protection
inferredcites →https://doi.org/10.1109/iccnc.2017.7876196openalex-snapshot
Short term power load forecasting using Deep Neural Networks
inferredcites →https://doi.org/10.1109/icgea.2018.8356292openalex-snapshot
A Review and Methodology Development for Remaining Useful Life Prediction of Offshore Fixed and Floating Wind turbine Power Converter with Digital Twin Technology Perspective
inferredcites →https://doi.org/10.1109/icmla.2016.0052openalex-snapshot
Identifying Nontechnical Power Loss via Spatial and Temporal Deep Learning
inferredcites →https://doi.org/10.1109/icps48405.2020.9274723openalex-snapshot
A Hybrid Cyber Physical Digital Twin Approach for Smart Grid Fault Prediction
inferredcites →https://doi.org/10.1109/iecon.2016.7793413openalex-snapshot
Building energy load forecasting using Deep Neural Networks
inferredcites →https://doi.org/10.1109/iecon.2018.8592818openalex-snapshot
Prediction of Short-Term Voltage Instability Using a Digital Faster than Real-Time Replica
inferredcites →https://doi.org/10.1109/ihmsc.2017.50openalex-snapshot
Short-Term Power Load Forecasting with Deep Belief Network and Copula Models
inferredcites →https://doi.org/10.1109/indin41052.2019.8972267openalex-snapshot
Composition and Application of Power System Digital Twins Based on Ontological Modeling
inferredcites →https://doi.org/10.1109/is.2018.8710526openalex-snapshot
A Digital Twin-based Privacy Enhancement Mechanism for the Automotive Industry
inferredcites →https://doi.org/10.1109/isie.2019.8781529openalex-snapshot
Challenges of developing a digital twin model of renewable energy generators
inferredcites →https://doi.org/10.1109/iv47402.2020.9304643openalex-snapshot
Sensor Fusion of Camera and Cloud Digital Twin Information for Intelligent Vehicles
inferredcites →https://doi.org/10.1109/naps46351.2019.9000371openalex-snapshot
ANGEL: An Intelligent Digital Twin Framework for Microgrid Security
inferredcites →https://doi.org/10.1109/naps50074.2021.9449682openalex-snapshot
Smart Grid Anomaly Detection using a Deep Learning Digital Twin
inferredcites →https://doi.org/10.1109/pesgm41954.2020.9281719openalex-snapshot
Evasion Attacks with Adversarial Deep Learning Against Power System State Estimation
inferredcites →https://doi.org/10.1109/pmaps.2016.7764155openalex-snapshot
Probabilistic short-term wind power forecasting based on deep neural networks
inferredcites →https://doi.org/10.1109/tii.2017.2785963openalex-snapshot
Wide and Deep Convolutional Neural Networks for Electricity-Theft Detection to Secure Smart Grids
inferredcites →https://doi.org/10.1109/tii.2018.2804669openalex-snapshot
Deep Learning-Based Interval State Estimation of AC Smart Grids Against Sparse Cyber Attacks
inferredcites →https://doi.org/10.1109/tits.2021.3069354openalex-snapshot
Synergies Between Transportation Systems, Energy Hub and the Grid in Smart Cities
inferredcites →https://doi.org/10.1109/tits.2022.3140596openalex-snapshot
IoT-Enabled Operation of Multi Energy Hubs Considering Electric Vehicles and Demand Response
inferredcites →https://doi.org/10.1109/tpel.2019.2911594openalex-snapshot
A Digital Twin Approach for Fault Diagnosis in Distributed Photovoltaic Systems
inferredcites →https://doi.org/10.1109/tpwrd.2020.3017355openalex-snapshot
Digital Twin of Distribution Power Transformer for Real-Time Monitoring of Medium Voltage From Low Voltage Measurements
inferredcites →https://doi.org/10.1109/tsg.2017.2703842openalex-snapshot
Real-Time Detection of False Data Injection Attacks in Smart Grid: A Deep Learning-Based Intelligent Mechanism
inferredcites →https://doi.org/10.1109/tsg.2018.2847223openalex-snapshot
Interval Deep Generative Neural Network for Wind Speed Forecasting
inferredcites →https://doi.org/10.1109/tsg.2020.3010510openalex-snapshot
Detecting False Data Injection Attacks in Smart Grids: A Semi-Supervised Deep Learning Approach
inferredcites →https://doi.org/10.1109/tste.2015.2409814openalex-snapshot
Stochastic Reconfiguration and Optimal Coordination of V2G Plug-in Electric Vehicles Considering Correlated Wind Power Generation
inferredcites →https://doi.org/10.1109/tvt.2021.3133574openalex-snapshot
Physical Layer Security in Cybertwin-Enabled Integrated Satellite-Terrestrial Vehicle Networks
inferredcites →https://doi.org/10.1109/upec49904.2020.9209876openalex-snapshot
Application of Digital Twin Assistant-System in State Estimation for Inverter Dominated Grid
inferredcites →https://doi.org/10.1177/0309524x211060550openalex-snapshot
A Digital Twin concept for the prescriptive maintenance of protective coating systems on wind turbine structures
inferredcites →https://doi.org/10.1186/s42162-018-0007-5openalex-snapshot
Big data analytics in smart grids: a review
inferredcites →https://doi.org/10.12688/digitaltwin.17435.2openalex-snapshot
Digital twins and their use in future power systems
inferredcites →https://doi.org/10.17775/cseejpes.2018.01460openalex-snapshot
Digital twin and its application to power grid online analysis
inferredcites →https://doi.org/10.17775/cseejpes.2019.02840openalex-snapshot
Real-time online analysis of power grid
inferredcites →https://doi.org/10.2148/benv.46.4.547openalex-snapshot
Digital Twins for Cities: A State of the Art Review
inferredcites →https://doi.org/10.2495/eq-v6-n4-323-334openalex-snapshot
A comprehensive review on digital twins for smart energy management system
inferredcites →https://doi.org/10.3103/s0005105519060074openalex-snapshot
Methodological Foundations for the Formation of Information Space and Digital Twin Objects in Smart Homes
inferredcites →https://doi.org/10.3390/app11125633openalex-snapshot
Semantic Microservice Framework for Digital Twins
inferredcites →https://doi.org/10.3390/buildings12020120openalex-snapshot
Digital Twins in Built Environments: An Investigation of the Characteristics, Applications, and Challenges
inferredcites →https://doi.org/10.3390/electronics9010068openalex-snapshot
Single Residential Load Forecasting Using Deep Learning and Image Encoding Techniques
inferredcites →https://doi.org/10.3390/en12173310openalex-snapshot
Electricity Theft Detection in Smart Grid Systems: A CNN-LSTM Based Approach
inferredcites →https://doi.org/10.3390/en13205504openalex-snapshot
Digital Twin for Operation of Microgrid: Optimal Scheduling in Virtual Space of Digital Twin
inferredcites →https://doi.org/10.3390/en14164776openalex-snapshot
Advances in the Application of Machine Learning Techniques for Power System Analytics: A Survey
inferredcites →https://doi.org/10.3390/fi14050128openalex-snapshot
Virtual Power Plant Optimization in Smart Grids: A Narrative Review
inferredcites →https://doi.org/10.3390/s19091977openalex-snapshot
Towards Deep-Learning-Driven Intrusion Detection for the Internet of Things
inferredcites →https://doi.org/10.3390/su14020601openalex-snapshot
Overview on Digital Twin for Autonomous Electrical Vehicles Propulsion Drive System
inferredcites →https://doi.org/10.4271/2021-01-0159openalex-snapshot
Streamlined Process for Cloud Based Diagnostics Using Amazon Web Services
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Attack Classification Analysis of IoT Network via Deep Learning Approach
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Cyber-Physical Power Systems: A Comprehensive Review About Drivers, Standards, and Future Perspectives
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Smart Grid 3.0: Navigating the Future - Unleashing the Power of Metaverse, Blockchain, and Digital Twins in the Evolution of Smart Grids
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Exploring the Convergence of Metaverse, Blockchain, Artificial Intelligence, and Digital Twin for Pioneering the Digitization in the Envision Smart Grid 3.0
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Digital Twin for Citywide Energy Modeling and Management
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6G‐enabled Digital Twin for Smart Transportation
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Comprehensive Analysis and Future Outlook of Planning and Operation Approaches for Multicarrier Energy Systems Under the Integrated Local Energy Community Concept
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The Role of Digital Twin Technology in Enhancing Energy Efficiency in Buildings: A Systematic Literature Review
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A Blockchain‐Empowered Trust Management System for Collaborative Services in Sustainable Smart Cities
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Safety Fault Prediction and Diagnosis of Power Measurement Equipment Based on 6G Big Data Analysis
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Sustainable Development: A Review of Concepts, Domains, Technologies, and Trends in Smart Cities
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Modular Smart City Digital Twins: A Survey of Key Technologies
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Dynamic Intelligent Systems: Synergy Features of Temporal Inference and Simulation Modeling
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A multidimensional motion monitoring method for transmission lines based on symmetrical dual-mode triboelectric nanogenerators
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Cyber–physical intrusion detection for coordinated renewable energy and storage systems
inferred← citeshttps://doi.org/10.1016/j.asoc.2026.114577openalex-snapshot
SPEGS-OE: A multi-stage high-fidelity 3D reconstruction method for small power equipment in outdoor environments from sparse views
inferred← citeshttps://doi.org/10.1016/j.bdr.2025.100576openalex-snapshot
Unleashing the power of digital twin and big data as a new frontier for smart mobility: An ecosystem perspective
inferred← citeshttps://doi.org/10.1016/j.chbr.2025.100670openalex-snapshot
Effects of audio-visual interventions using left- and right-turning pictograms on the route selection of pedestrians without specific route preferences to alleviate congestion at a train station
inferred← citeshttps://doi.org/10.1016/j.cie.2026.112372openalex-snapshot
Digital Twin framework for a Smart Hydrogen Energy District: Real-time monitoring and probabilistic predictive analytics
inferred← citeshttps://doi.org/10.1016/j.cities.2024.105473openalex-snapshot
A perception-powered urban digital twin to support human-centered urban planning and sustainable city development
inferred← citeshttps://doi.org/10.1016/j.comcom.2025.108158openalex-snapshot
A survey on security enhancing Digital Twins: Models, applications and tools
inferred← citeshttps://doi.org/10.1016/j.comnet.2025.111484openalex-snapshot
A Survey on anomaly detection in IoT: Techniques, challenges, and opportunities with the integration of 6G
inferred← citeshttps://doi.org/10.1016/j.compeleceng.2024.109149openalex-snapshot
Cyber-physical power systems: A comprehensive review about technologies drivers, standards, and future perspectives
inferred← citeshttps://doi.org/10.1016/j.compeleceng.2024.109405openalex-snapshot
SAARC super smart grid: Navigating the future - unleashing the power of an energy-efficient integration of renewable energy resources in the saarc region
inferred← citeshttps://doi.org/10.1016/j.compeleceng.2024.109709openalex-snapshot
Exploring the convergence of Metaverse, Blockchain, Artificial Intelligence, and digital twin for pioneering the digitization in the envision smart grid 3.0
inferred← citeshttps://doi.org/10.1016/j.compeleceng.2025.110283openalex-snapshot
Modeling the future: Mathematical insights for smart grid 3.0
inferred← citeshttps://doi.org/10.1016/j.compeleceng.2026.111100openalex-snapshot
Digital twin based microgrid control and energy management: Trends, challenges, and future directions
inferred← citeshttps://doi.org/10.1016/j.csbj.2025.12.007openalex-snapshot
Developing provider digital twins for personalized provider-patient communication via a RAG-based conversational framework
inferred← citeshttps://doi.org/10.1016/j.dte.2024.100014openalex-snapshot
Heterogeneous intensity-based DBSCAN (iDBSCAN) model for urban attention distribution in digital twin cities
inferred← citeshttps://doi.org/10.1016/j.dte.2025.100035openalex-snapshot
Reflecting city digital twins (CDTs) for sustainable urban development: Roles, challenges and directions
inferred← citeshttps://doi.org/10.1016/j.dte.2025.100040openalex-snapshot
A comprehensive review of Digital Twin technologies in smart cities
inferred← citeshttps://doi.org/10.1016/j.ecmx.2024.100715openalex-snapshot
Advancements in digital twin technology and machine learning for energy systems: A comprehensive review of applications in smart grids, renewable energy, and electric vehicle optimisation
inferred← citeshttps://doi.org/10.1016/j.ecmx.2024.100790openalex-snapshot
Impacts of digitalization on smart grids, renewable energy, and demand response: An updated review of current applications
inferred← citeshttps://doi.org/10.1016/j.ecmx.2025.100949openalex-snapshot
Digital twin technology in electric and self-navigating vehicles: Readiness, convergence, and future directions
inferred← citeshttps://doi.org/10.1016/j.ecmx.2025.101162openalex-snapshot
The rising, applications, challenges, and future prospects of energy in smart grids and smart cities systems
inferred← citeshttps://doi.org/10.1016/j.ecmx.2026.101772openalex-snapshot
Adaptive and intelligent control architectures for smart microgrid Systems: A comprehensive review
inferred← citeshttps://doi.org/10.1016/j.egyr.2023.07.021openalex-snapshot
Technological advancements toward smart energy management in smart cities
inferred← citeshttps://doi.org/10.1016/j.egyr.2024.01.011openalex-snapshot
Unleashing the potential of sixth generation (6G) wireless networks in smart energy grid management: A comprehensive review
inferred← citeshttps://doi.org/10.1016/j.egyr.2026.109218openalex-snapshot
Digital twin applications and case studies in modern power grid management
inferred← citeshttps://doi.org/10.1016/j.ejrh.2025.102825openalex-snapshot
High speed flash flood deduction and prevention method based on three-dimensional digital twin scene
inferred← citeshttps://doi.org/10.1016/j.enbuild.2024.114746openalex-snapshot
Digital twin (DT) and extended reality (XR) for building energy management
inferred← citeshttps://doi.org/10.1016/j.enbuild.2026.116978openalex-snapshot
Digital twin assisted real-time energy management system for smart homes
inferred← citeshttps://doi.org/10.1016/j.enconman.2025.120822openalex-snapshot
Development and real-world implementation of a Digital Twin-enhanced supervisory system for RES-green hydrogen microgrid
inferred← citeshttps://doi.org/10.1016/j.energy.2024.134180openalex-snapshot
Multidimensional electric power parameter time series forecasting and anomaly fluctuation analysis based on the AFFC-GLDA-RL method
inferred← citeshttps://doi.org/10.1016/j.engappai.2024.108228openalex-snapshot
Multilayer adaptive critic design with digital twin for data-driven optimal tracking control and industrial applications
inferred← citeshttps://doi.org/10.1016/j.engappai.2025.113654openalex-snapshot
Research on three-dimensional reconstruction method of small power equipment with sparse views in complex scenes by integrating discrete wavelet and Gaussian neural fields
inferred← citeshttps://doi.org/10.1016/j.enrev.2023.100039openalex-snapshot
Digital twin in power system research and development: Principle, scope, and challenges
inferred← citeshttps://doi.org/10.1016/j.enrev.2026.100215openalex-snapshot
Energy Security in Transition: Multi-Scale Risks, Metrics, and Circular Bio-Resources from Europe to Bavarian region of Germany
inferred← citeshttps://doi.org/10.1016/j.esd.2024.101596openalex-snapshot
Digitalization opportunities to enable local power system transition to net-zero
inferred← citeshttps://doi.org/10.1016/j.esd.2026.102058openalex-snapshot
Integration of digital twin and machine learning technologies in renewable energy–hydrogen systems for next-generation sustainable energy
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.131380openalex-snapshot
A digital twin-based approach for dynamic traffic-aware routing and charging of electric vehicles
inferred← citeshttps://doi.org/10.1016/j.etran.2026.100626openalex-snapshot
Analysis of multi-modal energy supply and power systems adaptability for eVTOL and UAV applications in the low-altitude economy
inferred← citeshttps://doi.org/10.1016/j.future.2023.11.033openalex-snapshot
Survey and insights on digital twins design and smart grid’s applications
inferred← citeshttps://doi.org/10.1016/j.future.2025.108144openalex-snapshot
Quality of experience aware task execution in digital twinning vehicular edge computing: A framework and A3C algorithm
inferred← citeshttps://doi.org/10.1016/j.future.2025.108146openalex-snapshot
Reservoir computing for enhanced fidelity in hierarchical digital twin ecosystems
inferred← citeshttps://doi.org/10.1016/j.future.2026.108429openalex-snapshot
Collaborative digital twin ecosystems
inferred← citeshttps://doi.org/10.1016/j.ijepes.2023.109325openalex-snapshot
Digital twins of multiple energy networks based on real-time simulation using holomorphic embedding method, Part II: Data-driven simulation
inferred← citeshttps://doi.org/10.1016/j.ijepes.2023.109419openalex-snapshot
Digital twins of multiple energy networks based on real-time simulation using holomorphic embedding method, Part I: Mechanism-driven modeling
inferred← citeshttps://doi.org/10.1016/j.iot.2024.101113openalex-snapshot
A Digital Twin (DT) approach to Narrow-Band Internet of Things (NB-IoT) wireless communication optimization in an industrial scenario
inferred← citeshttps://doi.org/10.1016/j.jclepro.2026.149017openalex-snapshot
Rewiring the digital–ecological nexus: Utility tunnels and smart sustainable city performance
inferred← citeshttps://doi.org/10.1016/j.jii.2025.100851openalex-snapshot
Digital twin-enabled regional food supply chain: A review and research agenda
inferred← citeshttps://doi.org/10.1016/j.jmse.2024.05.005openalex-snapshot
Can smart transportation reduce carbon emission intensity? — An empirical study from macro and micro perspectives in China
inferred← citeshttps://doi.org/10.1016/j.jnca.2024.104055openalex-snapshot
Blockchain-inspired intelligent framework for logistic theft control
inferred← citeshttps://doi.org/10.1016/j.joitmc.2025.100594openalex-snapshot
Stakeholder collaboration and open innovation in smart cities: A Quattro Helix model for technological and social transformation
inferred← citeshttps://doi.org/10.1016/j.joitmc.2025.100693openalex-snapshot
The role of digital twin technology in enhancing sustainable aviation transition: A state-of-the-art review and future direction
inferred← citeshttps://doi.org/10.1016/j.jtte.2024.04.004openalex-snapshot
A systematic review of digital twins for electric vehicles
inferred← citeshttps://doi.org/10.1016/j.jtte.2025.10.003openalex-snapshot
A hierarchical digital twin adoption framework for the electric mobility ecosystem: Enablers, challenges and opportunities
inferred← citeshttps://doi.org/10.1016/j.nanoen.2024.109378openalex-snapshot
Self-powered powerline monitor with strong anti-interference based on Maxwell’s displacement current-driven LED
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.129914openalex-snapshot
Recent progress in digital twin-driven fault diagnosis of rotating machinery: A comprehensive review
inferred← citeshttps://doi.org/10.1016/j.nxener.2026.100970openalex-snapshot
Next-generation electrified powertrain technologies for sustainable mobility: A systematic review of architectures, intelligent control, energy storage, and grid integration
inferred← citeshttps://doi.org/10.1016/j.rineng.2025.105850openalex-snapshot
Transforming nano grids to smart grid 3.0: AI, digital twins, blockchain, and the metaverse revolutionizing the energy ecosystem
inferred← citeshttps://doi.org/10.1016/j.rineng.2025.106570openalex-snapshot
A comprehensive review of digital twin applications in electric vehicles: Evolution, classification, and future directions towards Industry 5.0
inferred← citeshttps://doi.org/10.1016/j.rser.2023.114023openalex-snapshot
A systematic review towards integrative energy management of smart grids and urban energy systems
inferred← citeshttps://doi.org/10.1016/j.rser.2025.116191openalex-snapshot
Digital twin technologies in active distribution network: A comprehensive review
inferred← citeshttps://doi.org/10.1016/j.rser.2025.116428openalex-snapshot
Sustainability-aligned pathways for energy transition: A review of low-carbon energy network solutions
inferred← citeshttps://doi.org/10.1016/j.rser.2026.116872openalex-snapshot
A comprehensive review and framework on the applications of digital twins for energy transition at the district level
inferred← citeshttps://doi.org/10.1016/j.rser.2026.116976openalex-snapshot
Complex systems engineering for grid resilience: Insights from the 2025 Iberian blackout
inferred← citeshttps://doi.org/10.1016/j.scs.2025.106356openalex-snapshot
Global perspectives on digital twin smart cities: Innovations, challenges, and pathways to a sustainable urban future
inferred← citeshttps://doi.org/10.1016/j.scs.2025.106611openalex-snapshot
AI-driven digital twin architecture for urban bus fleet life-cycle cost analysis in a metaverse environment
inferred← citeshttps://doi.org/10.1016/j.segan.2026.102307openalex-snapshot
A digital twin framework for flexibility management using electric vehicle aggregators with embedded cyber-attack detection
inferred← citeshttps://doi.org/10.1016/j.seta.2024.103682openalex-snapshot
Digital twins for sustainable design and management of smart city buildings and municipal infrastructure
inferred← citeshttps://doi.org/10.1016/j.smhl.2025.100541openalex-snapshot
Smart health practices: Strategies to improve healthcare efficiency through digital twin technology
inferred← citeshttps://doi.org/10.1016/j.solener.2023.111860openalex-snapshot
Quantitative energy trading strategies in cooperative microgrids in electricity market: A multi-dimensional analysis of risk and return
inferred← citeshttps://doi.org/10.1016/j.solener.2023.111862openalex-snapshot
An intelligent network approach to renewable energy management decisions: A comparative study of integrated energy system
inferred← citeshttps://doi.org/10.1016/j.solener.2023.111869openalex-snapshot
A novel framework for integrating solar renewable source into smart cities through digital twin simulations
inferred← citeshttps://doi.org/10.1016/j.solener.2024.112942openalex-snapshot
Federated learning for solar energy applications: A case study on real-time fault detection
inferred← citeshttps://doi.org/10.1016/j.tbs.2024.100902openalex-snapshot
Potentials of digital twin system for analyzing travel behavior decisions
inferred← citeshttps://doi.org/10.1016/j.vehcom.2024.100847openalex-snapshot
EPAKA: An efficient and privacy-preserving authenticated key agreement scheme based on physical security for VANET
inferred← citeshttps://doi.org/10.1017/dce.2025.4openalex-snapshot
The philosophical foundations of digital twinning
inferred← citeshttps://doi.org/10.1038/s41598-024-79903-0openalex-snapshot
The design of intelligent highway transportation system in smart city based on the internet of things
inferred← citeshttps://doi.org/10.1038/s41598-025-29109-9openalex-snapshot
Risk identification model for power enterprises based on convolutional neural network
inferred← citeshttps://doi.org/10.1038/s41598-025-89866-5openalex-snapshot
Integrating type-2 fuzzy logic controllers with digital twin and neural networks for advanced hydropower system management
inferred← citeshttps://doi.org/10.1049/dgt2.70039openalex-snapshot
Digital Twin‐Enabled Additive Manufacturing: A Comprehensive Review of Architectures, Integration Layers and Operational Maturity
inferred← citeshttps://doi.org/10.1049/gtd2.13124openalex-snapshot
Simplified decoupling simulation study of non‐contact voltage measurement in distribution station area
inferred← citeshttps://doi.org/10.1049/itr2.12498openalex-snapshot
Towards efficient traffic crash detection based on macro and micro data fusion on expressways: A digital twin framework
inferred← citeshttps://doi.org/10.1049/smc2.70039openalex-snapshot
Smart Cities Without Smart Institutions? Governance Capacity and the Limits of Urban Technology Procurement
inferred← citeshttps://doi.org/10.1049/stg2.70026openalex-snapshot
Digital Twin Technology for Renewable Energy, Smart Grids, Energy Storage and Vehicle‐to‐Grid Integration: Advancements, Applications, Key Players, Challenges and Future Perspectives in Modernising Sustainable Grids
inferred← citeshttps://doi.org/10.1051/matecconf/202440110006openalex-snapshot
Digital Twin Framework for Solar Power Plants in Kazakhstan
inferred← citeshttps://doi.org/10.1080/13467581.2026.2624243openalex-snapshot
A multi-criteria planning approach for evaluating spatiotemporal complementarity of intercity energy demand in distributed energy systems
inferred← citeshttps://doi.org/10.1080/15397734.2026.2737348openalex-snapshot
A digital twin based framework for enhanced trajectory tracking control of a 6-DOF upper limb rehabilitation robot
inferred← citeshttps://doi.org/10.1080/20964471.2026.2678046openalex-snapshot
Digital twins as decision infrastructure: evolution, architecture, and research roadmap
inferred← citeshttps://doi.org/10.1080/27525783.2025.2508268openalex-snapshot
Spatial computing in digital twins
inferred← citeshttps://doi.org/10.1088/1742-6596/2665/1/012004openalex-snapshot
Operation Strategy Optimization of Energy Storage Virtual Synchronous Machine Using Big Data Analysis Technology
inferred← citeshttps://doi.org/10.1088/1742-6596/3108/1/012019openalex-snapshot
Research on Fault Diagnosis Technology of Power Communication Based on Deep Learning
inferred← citeshttps://doi.org/10.1088/2516-1083/ada198openalex-snapshot
Latest advancements in smart grid technologies and their transformative role in shaping the power systems of tomorrow: an overview
inferred← citeshttps://doi.org/10.1088/2631-8695/ae5e1dopenalex-snapshot
Application and innovation of digital grid technology in new power system infrastructure
inferred← citeshttps://doi.org/10.1093/ijlct/ctaf044openalex-snapshot
Leveraging advanced digital technologies for smart city development in Saudi Arabia: opportunities, challenges, and strategic pathways
inferred← citeshttps://doi.org/10.1108/978-1-83708-432-620251001openalex-snapshot
Regulating Artificial Intelligence for Social Impact
inferred← citeshttps://doi.org/10.1108/aeat-03-2024-0087openalex-snapshot
Sustainable UAM operations in integrated transport system
inferred← citeshttps://doi.org/10.1109/3ict64318.2024.10824256openalex-snapshot
RAPID: Integrating AI and Multi-Agent Systems for Enhanced Traffic Management Framework with YOLOv9
inferred← citeshttps://doi.org/10.1109/access.2023.3279503openalex-snapshot
cXR+ Voxel-Based Semantic Compression for Networked Immersion
inferred← citeshttps://doi.org/10.1109/access.2023.3286536openalex-snapshot
GITM: A GINI Index-Based Trust Mechanism to Mitigate and Isolate Sybil Attack in RPL-Enabled Smart Grid Advanced Metering Infrastructures
inferred← citeshttps://doi.org/10.1109/access.2023.3290911openalex-snapshot
Secure and Privacy-Preserving Trust Management System for Trustworthy Communications in Intelligent Transportation Systems
inferred← citeshttps://doi.org/10.1109/access.2024.3449642openalex-snapshot
Survey on Vulnerability Testing in the Smart Grid
inferred← citeshttps://doi.org/10.1109/access.2024.3506660openalex-snapshot
Digital Twins for IoT-Driven Energy Systems: A Survey
inferred← citeshttps://doi.org/10.1109/access.2024.3521124openalex-snapshot
DeepTwin: A Deep Reinforcement Learning Supported Digital Twin Model for Micro-Grids
inferred← citeshttps://doi.org/10.1109/access.2025.3530558openalex-snapshot
Federated Digital Twins: A Scheduling Approach Based on Temporal Graph Neural Network and Deep Reinforcement Learning
inferred← citeshttps://doi.org/10.1109/access.2025.3547672openalex-snapshot
Enhancing Cybersecurity of a Hydroelectric Power Plant Through Digital Twin Modeling and Explainable AI
inferred← citeshttps://doi.org/10.1109/access.2025.3563260openalex-snapshot
Exploring Multiple Functionalities of Cyber-Physical Power System Within Digital Substation-Based Laboratory Environment
inferred← citeshttps://doi.org/10.1109/access.2025.3580055openalex-snapshot
Digital Twins for Power Systems: Review of Current Practices, Requirements, Enabling Technologies, Data Federation, and Challenges
inferred← citeshttps://doi.org/10.1109/access.2025.3582863openalex-snapshot
Comprehensive Review of Digital Twin Technology for Deformable Objects: Integration of Modeling, Rendering, and Simulation
inferred← citeshttps://doi.org/10.1109/access.2025.3585967openalex-snapshot
Deep Neural Networks in Smart Grid Digital Twins: Evolution, Challenges, and Future Outlooks
inferred← citeshttps://doi.org/10.1109/access.2025.3594366openalex-snapshot
Efficient Resource Allocation in RIS-Assisted UAVs-Enabled B5G/6G Networks Using Digital Twins
inferred← citeshttps://doi.org/10.1109/access.2026.3669779openalex-snapshot
Feedback Control of a Boost Converter Using a NARX-NN-Based Digital Twin Instance: Multi-Domain Analysis and Comparison
inferred← citeshttps://doi.org/10.1109/adics58448.2024.10533581openalex-snapshot
Intelligent Transportation Systems: Exploring Digital Twin Technologies in Smart Grid, Transportation Systems and Smart Cities
inferred← citeshttps://doi.org/10.1109/aic70896.2026.11716874openalex-snapshot
Construction of a Power Operation Safety Monitoring Platform Based on 3D Visualization and Data Fusion
inferred← citeshttps://doi.org/10.1109/aistemedu67077.2025.11403902openalex-snapshot
Transport Timeliness Evaluation Using Gaussian Process Regression in Smart City Transit Systems
inferred← citeshttps://doi.org/10.1109/aset60340.2024.10708640openalex-snapshot
Cybersecurity of Digital Twins in Industrial IoT Environments
inferred← citeshttps://doi.org/10.1109/bigdata59044.2023.10386353openalex-snapshot
Identifying key factors in designing data spaces for Urban Digital Twin Platforms: a data driven approach
inferred← citeshttps://doi.org/10.1109/ccnc51664.2024.10454732openalex-snapshot
Digital Twin Integrity Protection in Distributed Control Systems
inferred← citeshttps://doi.org/10.1109/ceege58447.2023.10246574openalex-snapshot
Unleashing the Potential of Digital Twin Technology in Microgrid – A Case Study of a Tropical Microgrid
inferred← citeshttps://doi.org/10.1109/cita58204.2023.10262535openalex-snapshot
Security of Cloud-Assisted BANs Using Digital Twin
inferred← citeshttps://doi.org/10.1109/citsm67730.2025.11291344openalex-snapshot
Measurement of Responsible AI and Sustainable AI Influence on IT Service Management
inferred← citeshttps://doi.org/10.1109/cloudcom62794.2024.00018openalex-snapshot
A Software-Defined Approach to Enabling Network Controllers for Smart Environment Digital Twins
inferred← citeshttps://doi.org/10.1109/comst.2025.3581152openalex-snapshot
Digital Twin Technology for Intelligent Vehicles and Transportation Systems: A Survey on Applications, Challenges and Future Directions
inferred← citeshttps://doi.org/10.1109/dchpc69296.2026.11517250openalex-snapshot
GraFuz-MST: A Graph-Theoretic Framework for Scalable and Interpretable Fuzzy Rule Learning in Big Data
inferred← citeshttps://doi.org/10.1109/dcoss-iot61029.2024.00043openalex-snapshot
Quality of Experience Aware Task Offloading in Digital Twinning Vehicular Edge Computing
inferred← citeshttps://doi.org/10.1109/dsaa60987.2023.10302528openalex-snapshot
Empowering Urban Connectivity in Smart Cities using Federated Intrusion Detection
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