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Published byGillian Parrish Modified over 9 years ago
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Evacuation Modeling Ava Damri, Calvin Smellage, Al Zinkand
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Introduction Model for planning an evacuation of the Gulf Freeway area prior to a hurricane –Chain of cities from Galveston to Houston –Prospective users: FEMA, TXDoT Account for situational requirements Network flow model used for solution Model will be expanded to reflect real world complexities
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Create a scalable model to minimize the evacuation time of the I-45 Corridor Test the impact of decisions involving on-ramp control, lane reversals, population distribution, and related assumptions Problem Statement
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Solution 3 persons per vehicle Highway capacity of 2,400 cars per lane per hour On-ramp capacity of 250 cars per hour Flow free of traffic accidents Vehicles limited to civilian cars Approximately 10 minutes of travel time between cities Assumptions
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Solution Multiperiod, Unidirectional Network Flow Model Implemented in an optimization modeling language Creates links between cities –Subdivided into time periods –Subject to on-ramp & highway capacity Based on flow conservation –Cars coming in = Cars going out Solution
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Galveston (19,000 cars) Texas City (15,000) Staying Evacuating Evacuated to Houston Stranded Time 1Time 2Time 3Time 4Time 5 Multiperiod, Unidirectional Network Flow Population Pool
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Galveston (19,000 cars) Texas City (15,000) Evacuated to Houston Stranded Time 1Time 2Time 3Time 4Time 5 Multiperiod, Unidirectional Network Flow Population Pool Flow ≤1,000 C=1C=10C=…C=99
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Analysis No “waiting” vehicles 100% evacuation On-ramp capacity is limiting factor Southern cities given “priority” Highway system is sufficient
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Full-scale, working model –Successfully evacuates populations –Expandable Accounts for: –Initial populations –Highway capacities –On-ramp capacities –On-ramp control Maximizes the number of safe people Current Functionality
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Further Research –Lane reversal –Emergency vehicles –Off-ramps –Fuel coordination –Embedded safety zones –Cost scheduling Future Functionality
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Apply real-world traffic data from TXDoT Incorporate results of further research Demonstrate the value of mathematical modeling in planning city evacuations Next Steps
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