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A bi-level dynamic emergency route planning system considering signal preemption control using CV technology
Yulu Dai1, Liang Hu2, Shutong Zhou3
1Hangzhou Vocational and Technical College, Hangzhou, Zhejiang, China.
Plos One
|May 19, 2025
Summary
This study introduces a bi-level system for dynamic emergency vehicle (EV) routing and traffic signal control, prioritizing EV mobility. The system uses model predictive control (MPC) to optimize routes and minimize disruption to regular traffic.
Area of Science:
- Intelligent Transportation Systems (ITS)
- Traffic Engineering
- Control Systems
Background:
- Emergency vehicles (EVs) require efficient routing and traffic signal priority for timely response.
- Connected vehicle (CV) technology offers potential for optimizing EV operations and traffic flow.
- Dynamic traffic conditions necessitate adaptive planning for emergency response.
Purpose of the Study:
- To develop a bi-level dynamic emergency route planning system for multiple EVs in a partial CV environment.
- To integrate signal preemption control with route planning for enhanced EV efficiency and reduced traffic disruption.
- To prioritize EV mobility while minimizing the impact on general traffic flow.
Main Methods:
- A hierarchical bi-layer model predictive control (MPC) framework was employed.
- The upper layer dynamically plans road-level routes based on network-wide traffic flow estimation and CV data (loop detectors, C-V2X).
- The lower layer plans lane-level routes incorporating signal preemption control.
Main Results:
- The proposed system demonstrated reliable and practical emergency route planning and signal control.
- Effectiveness was validated through microscopic simulations in a real traffic network.
- The system successfully balanced EV prioritization with minimizing adverse effects on normal traffic.
Conclusions:
- The bi-level dynamic system effectively enhances emergency vehicle operations.
- Integration of CV technology and MPC is crucial for adaptive traffic management.
- The approach provides a robust solution for emergency response in complex traffic environments.
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