Smart City Gnosys
Smart city article details
| Title | Enhancing Urban Resilience: Smart City Data Analyses, Forecasts, And Digital Twin Techniques At The Neighborhood Level |
|---|---|
| ID_Doc | 24071 |
| Authors | Gkontzis A.F.; Kotsiantis S.; Feretzakis G.; Verykios V.S. |
| Year | 2024 |
| Published | Future Internet, 16, 2 |
| DOI | http://dx.doi.org/10.3390/fi16020047 |
| Abstract | Smart cities, leveraging advanced data analytics, predictive models, and digital twin techniques, offer a transformative model for sustainable urban development. Predictive analytics is critical to proactive planning, enabling cities to adapt to evolving challenges. Concurrently, digital twin techniques provide a virtual replica of the urban environment, fostering real-time monitoring, simulation, and analysis of urban systems. This study underscores the significance of real-time monitoring, simulation, and analysis of urban systems to support test scenarios that identify bottlenecks and enhance smart city efficiency. This paper delves into the crucial roles of citizen report analytics, prediction, and digital twin technologies at the neighborhood level. The study integrates extract, transform, load (ETL) processes, artificial intelligence (AI) techniques, and a digital twin methodology to process and interpret urban data streams derived from citizen interactions with the city’s coordinate-based problem mapping platform. Using an interactive GeoDataFrame within the digital twin methodology, dynamic entities facilitate simulations based on various scenarios, allowing users to visualize, analyze, and predict the response of the urban system at the neighborhood level. This approach reveals antecedent and predictive patterns, trends, and correlations at the physical level of each city area, leading to improvements in urban functionality, resilience, and resident quality of life. © 2024 by the authors. |
| Author Keywords | artificial intelligence; citizens reports; digital twins; GeoDataFrame; predictive analytics; Python; smart cities; sustainable urban development; urban resilience |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
42134  | 0.934 | Channi H.K.; Kumar P.; Safdarian F. | Planning And Building Digital Twins For Smart Cities | Digital Twins for Smart Cities and Villages (2024) |
| 46992 | 0.93 | Kataria A.; Puri V.; Rani S. | Role Of Digital Twin In The Design And Development Of Smart Cities | AI-Driven Digital Twin and Industry 4.0: A Conceptual Framework with Applications (2024) |
| 10124 | 0.929 | Ersan M.; Irmak E.; Colak A.M. | Applications, Insights And Implications Of Digital Twins In Smart City Management | 12th International Conference on Smart Grid, icSmartGrid 2024 (2024) |
| 60168 | 0.922 | Charitonidou M. | Urban Scale Digital Twins Vis-À-Vis Complex Phenomena: Datafication And Social And Environmental Equity | Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe, 2 (2023) |
| 15290 | 0.92 | El-Agamy R.F.; Sayed H.A.; AL Akhatatneh A.M.; Aljohani M.; Elhosseini M. | Comprehensive Analysis Of Digital Twins In Smart Cities: A 4200-Paper Bibliometric Study | Artificial Intelligence Review, 57, 6 (2024) |
| 13070 | 0.918 | Razavi H.; Titidezh O.; Asgary A.; Bonakdari H. | Building Resilient Smart Cities: The Role Of Digital Twins And Generative Ai In Disaster Management Strategy | Urban Sustainability, Part F3988 (2024) |
| 50193 | 0.917 | Adreani L.; Bellini P.; Fanfani M.; Nesi P.; Pantaleo G. | Smart City Digital Twin Framework For Real-Time Multi-Data Integration And Wide Public Distribution | IEEE Access, 12 (2024) |
| 60287 | 0.917 | Mullick S.; Dutta P.K.; Chitara D. | Urbanization Agenda: A Journey Embracing Geodata Analysis Using Digital Twin Model | IET Conference Proceedings, 2023, 44 (2023) |
| 56540 | 0.916 | Sharma G.; Raghuwanshi S.; Suhail M.; Narwaria T.; Hasan A. | The Role Of Digital Twins In Toward Sustainable Urbanization: The Case Of Smart Cities | World Sustainability Series, Part F608 (2025) |
| 54218 | 0.915 | Ghorashi S.S.; Yousefi B.H. | Synergizing Digital Twin Computing With Urban Entrepreneurship And Tactical Urbanism: A Paradigm For Smart City Evolution | Urban Sustainability, Part F3988 (2024) |