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REGIONAL RISK ASSESSMENT OF
COASTAL BRIDGES DURING HURRICANE
             EVENTS

 Candase Arnold- Graduate Research Assistant
 Dr. Jamie Padgett- Assistant Professor
 ICWES15-July 21, 2011
OVERVIEW AND OBJECTIVES
   Motivation for Research
     Empirical evidence from past hurricanes
     Typical failure mechanisms

   Methodologies for Estimating Failure Probability
     Bride Deck Uplift
     Pier and Abutment Scour

 Galveston Bay Area Case Study
 Results from Hurricane Simulations

 Implications for Sustainability

 Conclusions and Future Work
MOTIVATION FOR RESEARCH
                     Bridges are among the
                   most critical and vulnerable
                       components of the
                     transportation system
                    during an extreme event

                Emergency Response
                “Lifeline” routes for goods and
                 supplies
                Long term sustainability of the
                 bridge network
TYPICAL FAILURE MECHANISMS
VULNERABILITY METHODOLOGIES
   Inundation of Bridge            Static Bridge Deck
    Deck                             Uplift
     Conveys short-term              Conveys long-term
      damage or                        structural functionality
      impassability                   Compares capacity of
     Compares elevation of            bridge deck with
      bridge with surge height         demand of hurricane
     Previous method of               forces
      determining bridge              New method of
      vulnerability                    assessing bridge
                                       vulnerability
DECK UPLIFT ILLUSTRATION
BRIDGE DECK UPLIFT- VULNERABILITY
   MODELING
 Adapted from Ataei and Padgett, 2010¹
                                                  Static Reliability
                                                  Assessment for
                                                  Span Unseating
               Probabilistic Demand                                             Probabilistic Capacity
                    Estimate                                                         Estimate
      Wave and surge parameter estimation
                                                                       Weight            Anchorage
         and associated uncertainties

     Joint pdf of wave period                                   Uncertainties in materials
         and wave height                                             densities and
                                                                superstructure geometry
                       Uniform distribution for
                          surge elevation                                               Uncertainties in
                                                                                       materials strengths
                  Maximum Demand pdf
                                                                        Capacity pdf

                                      P[Demand > Capacity | Hazard Intensity]
                                                        =
                                            Probability of Failure (Pf)



ATAEI, N. & PADGETT, J. E. 2010. Probabilistic Modeling of Bridge Deck Unseating during
Hurricane Events. ASCE Journal of Bridge Engineering. In Review. November 2010
SCOUR VULNERABILITY MODELING
                              Pier        Hydraulic           Soil
 New probabilistic        Parameters    Parameters        Parameters
  approach
 Uses existing                     Account for uncertainties
  deterministic HEC-18                   in input data
  clay method
 Applicable to pier and                Pier scour depth
                                         using SRICOS
  abutment scour                             method


                                    Account for uncertainty
                                      in predictive model


                                Obtain PDF of Scour Depth
REGIONAL CASE STUDY- HOUSTON/
GALVESTON BAY AREA




                  Galveston
REGIONAL CASE STUDY- GALVESTON BAY
AREA
   Number of Bridges:              Bay Area Bridges by Soil
                                             Type
     155 total (excluding
      culverts)                                 5%
     136 used in Uplift Modeling         9%     3%     Sand
     123 used in Pier Scour                            Sandy Clay
     107 used in Abutment Scour                        Silty-Sand
                                               25%
   Sources of Data                 58%                 Clay-Silt
     National Bridge Inventory                         Clay
      Database
     TxDOT inspection files
     SoilMart
REGIONAL CASE STUDY- GALVESTON BAY
  AREA                  Bay Area Bridges by
                                         Height Above Water
     Parameters Collected:                     4%
         Bridge Type                                18%      0-5 ft
                                          28%                 5-15 ft
         Year Built
                                                              15-30 ft
         Connection Details                         50%      30-65 ft
         Number of Spans
         Bridge Dimensions              Bay Area Bridges by
         Height above Water               Structure Type
         Water Depth                          3%          MSC Steel
         Soil Type
                                         29%               MSSS
         Surge/ Wave Height                               Concrete
                                    1%                     MSSS Steel
                                                67%
MSSS- Multi-Span Simply Supported
MSC- Multi-Span Continuous                                 SS Concrete
SS- Single Span
RESULTS FROM CASE STUDY
   Inundation and Bridge
    Deck Uplift Only
   3 Hurricane Scenarios       Simulation       Failure Probability (%)
     Hurricane Ike                               0-5    5-25     25-75      75-100
     Hurricane Ike with 30%    Ike               127     5         1           3
      stronger wind speeds
     “Mighty Ike”- Hurricane   Ike 30%           106     4         7          19
      Ike with 30% stronger     Stronger
      wind speeds and a         “Mighty Ike”      69      7         8          52
      southern landing
      position- worst case
                                      Failure Probability of Bridge Deck Uplift for
      scenario                                   hurricane scenarios
Hurricane Ike Scenario
    Storm surge data courtesy of Dawson and Proft, UT Austin
30% Stronger Ike Scenario
    Storm surge data courtesy of Dawson and Proft, UT Austin
“Mighty Ike” Scenario
    Storm surge data courtesy of Dawson and Proft, UT Austin
“Mighty Ike” Inundation
    Storm surge data courtesy of Dawson and Proft, UT Austin
“Mighty Ike” Comparison
    Storm surge data courtesy of Dawson and Proft, UT Austin
IMPLICATIONS FOR SUSTAINABILITY
   Predictive Failure Probabilities
       Can be utilized to predict damage as a hurricane moves
        through the Gulf of Mexico
   Mitigation and Retrofit Efforts
     Testing various retrofit measures like increased
      connection between sub and super-structure
     Prioritize bridges for retrofit or rebuilding

   Post Event Re-Entry and Recovery Efforts
     Assess “life-line” routes onto Galveston Island
     Prioritize supply and emergency services locations
      based on spatial distribution of damage
CLOSING REMARKS
   Future Work:                       Conclusions:
     Complete pier and                  Coastal bridges are vulnerable to
      abutment scour models               both deck displacement and
     Assess soil erosion                 scour during hurricanes
      potential at roadways              New probabilistic models in deck
     Full automation of all risk         displacement and scour
      assessment models                   determination are developed and
      together for predictive             applied to a regional risk
      modeling                            assessment
                                         Case study shows that a future
                                          worst case scenario storm could
                                          devastate the bridge network.
                                         Results can be used to prioritize
                                          bridge retrofits, emergency
                                          services locations and post-event
                                          re-entry routes
Acknowledgments:
NSF: Graduate Research Fellowship Program
Houston Endowment
Navid Ataei: Graduate Research Assistant

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IC WES15 - Towards a More Sustainable, Resilient Infrastructure System: Regional Risk Assessment of Coastal Bridges during Hurricane Events. Presented by Candase D Arnold, USA

  • 1. REGIONAL RISK ASSESSMENT OF COASTAL BRIDGES DURING HURRICANE EVENTS Candase Arnold- Graduate Research Assistant Dr. Jamie Padgett- Assistant Professor ICWES15-July 21, 2011
  • 2. OVERVIEW AND OBJECTIVES  Motivation for Research  Empirical evidence from past hurricanes  Typical failure mechanisms  Methodologies for Estimating Failure Probability  Bride Deck Uplift  Pier and Abutment Scour  Galveston Bay Area Case Study  Results from Hurricane Simulations  Implications for Sustainability  Conclusions and Future Work
  • 3. MOTIVATION FOR RESEARCH Bridges are among the most critical and vulnerable components of the transportation system during an extreme event  Emergency Response  “Lifeline” routes for goods and supplies  Long term sustainability of the bridge network
  • 5.
  • 6. VULNERABILITY METHODOLOGIES  Inundation of Bridge  Static Bridge Deck Deck Uplift  Conveys short-term  Conveys long-term damage or structural functionality impassability  Compares capacity of  Compares elevation of bridge deck with bridge with surge height demand of hurricane  Previous method of forces determining bridge  New method of vulnerability assessing bridge vulnerability
  • 8. BRIDGE DECK UPLIFT- VULNERABILITY MODELING Adapted from Ataei and Padgett, 2010¹ Static Reliability Assessment for Span Unseating Probabilistic Demand Probabilistic Capacity Estimate Estimate Wave and surge parameter estimation Weight Anchorage and associated uncertainties Joint pdf of wave period Uncertainties in materials and wave height densities and superstructure geometry Uniform distribution for surge elevation Uncertainties in materials strengths Maximum Demand pdf Capacity pdf P[Demand > Capacity | Hazard Intensity] = Probability of Failure (Pf) ATAEI, N. & PADGETT, J. E. 2010. Probabilistic Modeling of Bridge Deck Unseating during Hurricane Events. ASCE Journal of Bridge Engineering. In Review. November 2010
  • 9. SCOUR VULNERABILITY MODELING Pier Hydraulic Soil  New probabilistic Parameters Parameters Parameters approach  Uses existing Account for uncertainties deterministic HEC-18 in input data clay method  Applicable to pier and Pier scour depth using SRICOS abutment scour method Account for uncertainty in predictive model Obtain PDF of Scour Depth
  • 10. REGIONAL CASE STUDY- HOUSTON/ GALVESTON BAY AREA Galveston
  • 11. REGIONAL CASE STUDY- GALVESTON BAY AREA  Number of Bridges: Bay Area Bridges by Soil Type  155 total (excluding culverts) 5%  136 used in Uplift Modeling 9% 3% Sand  123 used in Pier Scour Sandy Clay  107 used in Abutment Scour Silty-Sand 25%  Sources of Data 58% Clay-Silt  National Bridge Inventory Clay Database  TxDOT inspection files  SoilMart
  • 12. REGIONAL CASE STUDY- GALVESTON BAY AREA Bay Area Bridges by Height Above Water  Parameters Collected: 4%  Bridge Type 18% 0-5 ft 28% 5-15 ft  Year Built 15-30 ft  Connection Details 50% 30-65 ft  Number of Spans  Bridge Dimensions Bay Area Bridges by  Height above Water Structure Type  Water Depth 3% MSC Steel  Soil Type 29% MSSS  Surge/ Wave Height Concrete 1% MSSS Steel 67% MSSS- Multi-Span Simply Supported MSC- Multi-Span Continuous SS Concrete SS- Single Span
  • 13. RESULTS FROM CASE STUDY  Inundation and Bridge Deck Uplift Only  3 Hurricane Scenarios Simulation Failure Probability (%)  Hurricane Ike 0-5 5-25 25-75 75-100  Hurricane Ike with 30% Ike 127 5 1 3 stronger wind speeds  “Mighty Ike”- Hurricane Ike 30% 106 4 7 19 Ike with 30% stronger Stronger wind speeds and a “Mighty Ike” 69 7 8 52 southern landing position- worst case Failure Probability of Bridge Deck Uplift for scenario hurricane scenarios
  • 14. Hurricane Ike Scenario Storm surge data courtesy of Dawson and Proft, UT Austin
  • 15. 30% Stronger Ike Scenario Storm surge data courtesy of Dawson and Proft, UT Austin
  • 16. “Mighty Ike” Scenario Storm surge data courtesy of Dawson and Proft, UT Austin
  • 17. “Mighty Ike” Inundation Storm surge data courtesy of Dawson and Proft, UT Austin
  • 18. “Mighty Ike” Comparison Storm surge data courtesy of Dawson and Proft, UT Austin
  • 19. IMPLICATIONS FOR SUSTAINABILITY  Predictive Failure Probabilities  Can be utilized to predict damage as a hurricane moves through the Gulf of Mexico  Mitigation and Retrofit Efforts  Testing various retrofit measures like increased connection between sub and super-structure  Prioritize bridges for retrofit or rebuilding  Post Event Re-Entry and Recovery Efforts  Assess “life-line” routes onto Galveston Island  Prioritize supply and emergency services locations based on spatial distribution of damage
  • 20.
  • 21. CLOSING REMARKS  Future Work:  Conclusions:  Complete pier and  Coastal bridges are vulnerable to abutment scour models both deck displacement and  Assess soil erosion scour during hurricanes potential at roadways  New probabilistic models in deck  Full automation of all risk displacement and scour assessment models determination are developed and together for predictive applied to a regional risk modeling assessment  Case study shows that a future worst case scenario storm could devastate the bridge network.  Results can be used to prioritize bridge retrofits, emergency services locations and post-event re-entry routes
  • 22. Acknowledgments: NSF: Graduate Research Fellowship Program Houston Endowment Navid Ataei: Graduate Research Assistant