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Modeling Alabama Tornado Emergency Relief (MATER)

Modeling Alabama Tornado Emergency Relief (MATER). Joe Cordell Spencer Timmons Michael Fleischmann. Overview. Background Problem Abstract Network Overview (Nodes, Arcs) Mathematical Model Scenarios Results Conclusions Further Work Video Link. Background. State of Alabama

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Modeling Alabama Tornado Emergency Relief (MATER)

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  1. Modeling Alabama Tornado Emergency Relief (MATER) Joe Cordell Spencer Timmons Michael Fleischmann

  2. Overview • Background • Problem Abstract • Network Overview (Nodes, Arcs) • Mathematical Model • Scenarios • Results • Conclusions • Further Work • Video Link

  3. Background • State of Alabama • Major Cities: Birmingham, Montgomerey, Huntsville, Mobile, Tuscaloosa • Population: 4.7 million • Average 23 Tornados Per Year • $13 million in average annual damages

  4. Background • Tornado Outbreak on April 27th 2011 • 165 tornados across the United States • 248 fatalities • Over $16 billion in damages over 3 days • Listed by NOAA as the fourth deadliest in United States history

  5. April 27th, 2011 – Tornados • 62 Tornados in Alabama alone • 2219 injuries • 192 fatalities • Only the second day in history that there were three or more F5 or EF5 tornadoes.

  6. Background • Cordova • Population: 2260 • Two tornados • Four fatalities

  7. Problem Abstract • Relief supply flow as a Min-Cost Flow Model • Goal: To supply damaged cities in the least amount of time and determine if prepositioning of supplies will affect total travel time • Key modifications to the basic model • Randomized delay • Interdiction represented by arc delays • Measures of Effectiveness: • Total travel time • Access to damaged cities

  8. Nodes Huntsville Birmingham Tuscaloosa

  9. Arcs Huntsville Birmingham Tuscaloosa

  10. Abstract Network

  11. April 27th, 2011 – Tornados We Modeled Jasper, AL Area

  12. Mathematical Model MIN-COST FLOW Objective: Move humanitarian supplies to damaged towns in shortest time where costs are hours of movement required to deliver supplies. There is a demand for supplies at each damaged town. MATER looks at worst case scenario by implementation of a “smart” tornado which seeks to damage roads so as to inflict the greatest cost on the operator. C=24 City C=0 s t AirPort C=5 City C=20

  13. Mathematical Model MIN-COST FLOW Objective: Move humanitarian supplies to damaged towns in shortest time where costs are hours of movement required to deliver supplies. There is a demand for supplies at each damaged town. MATER looks at worst case scenario by implementation of a “smart” tornado which seeks to damage roads so as to inflict the greatest cost on the operator. C=50 C=24 City 1 C=0 s t AirPort C=5 City -1 C=20

  14. Scenario 1aDestroyed Roads-Jasper Only Damaged City City Node Airport Node

  15. Scenario 1bDestroyed Roads-Jasper and Blount Springs Damaged City City Node Airport Node

  16. Scenario 1bDestroyed Roads-Jasper and Blount Springs Damaged City City Node Airport Node

  17. Scenario 1bDestroyed Roads-Jasper and Blount Springs Damaged City City Node Airport Node

  18. Scenario 1bDestroyed Roads-Jasper and Blount Springs Damaged City City Node Airport Node

  19. Scenario 1bDestroyed Roads-Jasper and Blount Springs Damaged City City Node Airport Node

  20. Scenario 1bDestroyed Roads-Jasper and Blount Springs Damaged City City Node Airport Node

  21. Scenario 1bDestroyed Roads-Jasper and Blount Springs Damaged City City Node Airport Node

  22. Scenario 1cDestroyed Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  23. Scenario 1cDestroyed Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  24. Scenario 1cDestroyed Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  25. Scenario 1cDestroyed Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  26. Scenario 1cDestroyed Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  27. Scenario 1cDestroyed Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  28. Scenario 1cDestroyed Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  29. Scenario 1cDestroyed Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  30. Scenario 1cDestroyed Roads-Jasper and Blount Springs Damaged City City Node Airport Node

  31. Scenario 2cDelays Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  32. Scenario 2cDelays Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  33. Scenario 2cDelays Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  34. Scenario 2cDelays Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  35. Scenario 2cDelays Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  36. Scenario 2cDelays Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  37. Scenario 2cDelays Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  38. Scenario 2cDelays Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  39. Scenario 2c Delays Roads-Jasper, Blount Springs and Oneonta Damaged City City Node Airport Node

  40. Scenario 3Prepositioned Aid Damaged City Prepositioned Stocks City Node Airport Node

  41. Scenario 3Prepositioned Aid Damaged City Prepositioned Stocks City Node Airport Node

  42. Scenario 3Prepositioned Aid Damaged City Prepositioned Stocks City Node Airport Node

  43. Scenario 3Prepositioned Aid Damaged City Prepositioned Stocks City Node Airport Node

  44. Scenario 3Prepositioned Aid Damaged City Prepositioned Stocks City Node Airport Node

  45. Scenario 3Prepositioned Aid Damaged City Prepositioned Stocks City Node Airport Node

  46. Scenario 3Prepositioned Aid Damaged City Prepositioned Stocks City Node Airport Node

  47. Scenario 3Prepositioned Aid Damaged City Prepositioned Stocks City Node Airport Node

  48. Scenario 3Prepositioned Aid Damaged City Prepositioned Stocks City Node Airport Node

  49. Scenario 3Prepositioned Aid Damaged City Prepositioned Stocks City Node Airport Node

  50. Scenario 3Prepositioned Aid Damaged City Prepositioned Stocks City Node Airport Node

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