Coordination of IVI and transit signal priority on transit evacuations.
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2011-02-01
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Abstract:During an emergency evacuation, execution time is always critical to the evacuees who are
transit dependent. Transit Signal Priority (TSP) can speed up the transit services by prioritizing
the approaching bus at a signalized intersection. With the emergence of IntelliDrive (formerly
known as IVI), which is a wireless communication technology used to transfer data among
vehicles and infrastructures, a TSP system can obtain more accurate traffic data and react to
the approaching bus in a wider area. This report proposes an adaptive TSP system to facilitate
the transit-based emergency evacuation on the basis of the U.S. Department of Transportation
(DOT)’s IntelliDrive initiative.
The objective of this project is to study the TSP and IntelliDrive coordination and to evaluate
the impacts of the proposed TSP strategies on the transit-based emergency evacuation. The
emergency evacuation model consists of two optimization models: a TSP optimization model
and a bus routing optimization model. The TSP optimization model includes bus travel time
prediction and traffic signal optimization. The bus travel time prediction is used to estimate the
bus arrival time at the intersection. The traffic signal optimization considers both the bus delay
and the network-wide vehicle delay. It determines when and which TSP strategy will be applied.
The principal inputs for the TSP optimization model are: bus speed, position, busload, queue
length, and traffic signal status. The bus routing optimization model is proposed to optimize the
transit vehicles allocation and routing. The Dijkstra Algorithm has been modified to find out the
shortest paths among the pickup points and the shelters in the network. Additionally, a hybrid
intelligence algorithm consisting of a Genetic Algorithm and a Hill Climbing Algorithm, which
was developed under the sponsorship of a previous project, has been applied to solve the
transit vehicle routing and allocation problem.
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