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Published on: January 20, 2023
Addressing the urban congestion challenge based on traffic bottlenecks
Efrat Blumenfeld Lieberthal1, Nimrod Serok1, Jinxiao Duan2
1School of Architecture, Tel Aviv University , Tel Aviv 6997801, Israel.
Navigation apps prioritize travel time, impacting urban planning. This study introduces real-time traffic management using data analytics to identify bottlenecks, aiming to improve urban flow and liveability.
Area of Science:
- Urban Planning and Transportation Science
- Complex Systems Theory
- Digital Governance
Background:
- Urban congestion and street quality historically depended on city network hierarchies, land use, and street layout.
- Navigation applications have shifted route selection criteria to travel time, challenging traditional urban planning paradigms.
- The digital era necessitates integrating advanced technologies with urban planning to address modern traffic challenges.
Purpose of the Study:
- To present an innovative approach to urban traffic management leveraging real-time data.
- To develop methodologies for identifying and analyzing traffic bottlenecks and congestion.
- To design a decentralized traffic management system to support urban planners.
Main Methods:
- Utilizing complex system principles for dynamic traffic optimization.
- Developing real-time bottleneck detection and cost analysis techniques.
- Integrating urban planning strategies with digital traffic management advancements.
Main Results:
- Demonstrated potential for predicting significant congestion from early bottleneck formation.
- Proposed a framework for a decentralized traffic management system.
- Highlighted the synergy between data-driven traffic analysis and urban planning.
Conclusions:
- A nuanced understanding of traffic dynamics and advanced management technologies can restore urban planning's influence.
- The proposed approach offers a powerful toolset for urban planners to shape more liveable, equitable, and efficient urban environments.
- This research contributes to participatory cities and digital governance through data-informed urban development.
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