Scalability of eVTOL Systems: Insights from Multi-Pad Configurations and CPN Analysis
Electric vertical takeoff and landing (eVTOL) technology can improve connectivity while minimizing reliance on traditional ground-based transportation systems. However, the rapid growth in eVTOL adoption brings challenges in managing landing pad operations and scheduling routes effectively. This stu...
| Published in: | Aerospace |
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| Main Authors: | , |
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-02-01
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| Online Access: | https://www.mdpi.com/2226-4310/12/2/147 |
| _version_ | 1849838678782771200 |
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| author | Amir Qanbari Jacek Skorupski |
| author_facet | Amir Qanbari Jacek Skorupski |
| author_sort | Amir Qanbari |
| collection | DOAJ |
| container_title | Aerospace |
| description | Electric vertical takeoff and landing (eVTOL) technology can improve connectivity while minimizing reliance on traditional ground-based transportation systems. However, the rapid growth in eVTOL adoption brings challenges in managing landing pad operations and scheduling routes effectively. This study aims to analyze eVTOL landing operations and provide a framework for evaluating system performance under different configurations. Key objectives include (i) identifying bottlenecks in landing pad operations, (ii) proposing improvements to enhance scalability and efficiency through multi-route and multi-pad configurations, and (iii) assessing the impact of operational parameters, such as increased horizontal speed, on overall performance. A simulation analysis was conducted using an original model developed with colored, timed Petri net technology. This methodology aligns with the principles of probabilistic modeling and queuing systems. The experiments provided a comprehensive analysis of the factors influencing the scalability and efficiency of eVTOL operations. A key finding across all experiments is the identification of the “Landing Confirmed—Move to V” as a consistent bottleneck stage. While increasing routes and pads significantly alleviates arrival delays, it does not address identified bottlenecks, which require innovative solutions such as route optimization or speed enhancements. The results underscore the importance of a robust and adaptable framework to support the increasing demand for eVTOL traffic. Urban planners and policymakers can utilize these findings to prioritize the development of vertiports capable of supporting this expanding mode of transportation. The scalability demonstrated in this study validates the feasibility of eVTOL systems as a viable solution for urban mobility. |
| format | Article |
| id | doaj-art-bc3f7d91d16b438da7bb38fc4ff6c368 |
| institution | Directory of Open Access Journals |
| issn | 2226-4310 |
| language | English |
| publishDate | 2025-02-01 |
| publisher | MDPI AG |
| record_format | Article |
| spelling | doaj-art-bc3f7d91d16b438da7bb38fc4ff6c3682025-08-20T01:23:56ZengMDPI AGAerospace2226-43102025-02-0112214710.3390/aerospace12020147Scalability of eVTOL Systems: Insights from Multi-Pad Configurations and CPN AnalysisAmir Qanbari0Jacek Skorupski1Faculty of Transport, Warsaw University of Technology, 75 Koszykowa St., 00-662 Warsaw, PolandFaculty of Transport, Warsaw University of Technology, 75 Koszykowa St., 00-662 Warsaw, PolandElectric vertical takeoff and landing (eVTOL) technology can improve connectivity while minimizing reliance on traditional ground-based transportation systems. However, the rapid growth in eVTOL adoption brings challenges in managing landing pad operations and scheduling routes effectively. This study aims to analyze eVTOL landing operations and provide a framework for evaluating system performance under different configurations. Key objectives include (i) identifying bottlenecks in landing pad operations, (ii) proposing improvements to enhance scalability and efficiency through multi-route and multi-pad configurations, and (iii) assessing the impact of operational parameters, such as increased horizontal speed, on overall performance. A simulation analysis was conducted using an original model developed with colored, timed Petri net technology. This methodology aligns with the principles of probabilistic modeling and queuing systems. The experiments provided a comprehensive analysis of the factors influencing the scalability and efficiency of eVTOL operations. A key finding across all experiments is the identification of the “Landing Confirmed—Move to V” as a consistent bottleneck stage. While increasing routes and pads significantly alleviates arrival delays, it does not address identified bottlenecks, which require innovative solutions such as route optimization or speed enhancements. The results underscore the importance of a robust and adaptable framework to support the increasing demand for eVTOL traffic. Urban planners and policymakers can utilize these findings to prioritize the development of vertiports capable of supporting this expanding mode of transportation. The scalability demonstrated in this study validates the feasibility of eVTOL systems as a viable solution for urban mobility.https://www.mdpi.com/2226-4310/12/2/147urban air mobilityeVTOLlanding padvertiportPetri netsscalability |
| spellingShingle | Amir Qanbari Jacek Skorupski Scalability of eVTOL Systems: Insights from Multi-Pad Configurations and CPN Analysis urban air mobility eVTOL landing pad vertiport Petri nets scalability |
| title | Scalability of eVTOL Systems: Insights from Multi-Pad Configurations and CPN Analysis |
| title_full | Scalability of eVTOL Systems: Insights from Multi-Pad Configurations and CPN Analysis |
| title_fullStr | Scalability of eVTOL Systems: Insights from Multi-Pad Configurations and CPN Analysis |
| title_full_unstemmed | Scalability of eVTOL Systems: Insights from Multi-Pad Configurations and CPN Analysis |
| title_short | Scalability of eVTOL Systems: Insights from Multi-Pad Configurations and CPN Analysis |
| title_sort | scalability of evtol systems insights from multi pad configurations and cpn analysis |
| topic | urban air mobility eVTOL landing pad vertiport Petri nets scalability |
| url | https://www.mdpi.com/2226-4310/12/2/147 |
| work_keys_str_mv | AT amirqanbari scalabilityofevtolsystemsinsightsfrommultipadconfigurationsandcpnanalysis AT jacekskorupski scalabilityofevtolsystemsinsightsfrommultipadconfigurationsandcpnanalysis |
