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Improving Damage Models for Critical Infrastructure Jamie E. Padgett, Ph.D. Associate Professor Department of Civil and Environmental Engineering Rice University, Houston, TX April 26, 2016 Sabarethinam Kameshwar Graduate Research Assistant Carl Bernier Graduate Research Assistant

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Page 1: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Improving Damage Models for Critical Infrastructure

Jamie E. Padgett, Ph.D.

Associate Professor

Department of Civil and Environmental Engineering Rice University, Houston, TX

April 26, 2016

Sabarethinam Kameshwar Graduate Research Assistant

Carl Bernier Graduate Research Assistant

Page 2: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

MOTIVATION Evolution of risk to infrastructure

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Page 3: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Evolving infrastructure risk

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Page 4: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Critical infrastructure systems

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BRIDGE INFRASTRUCTURE

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Page 6: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Failure modes

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Deck unseating

SH87 Rollover Pass Bridge Hurricane Ike

Scouring

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Hurricane Ike Scenario Storm surge data courtesy of Dawson and Proft, UT Austin

Rollover Pass Bridge

Page 8: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Scour failure assessment framework

• Collect information on bridge and foundation – Bridge length – Size of columns

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– Foundation type – Soil type

Pile length

Column height

Column diameter

# of piles

Pile length

Page 9: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Scour failure assessment framework

• Gather flow data – ADCIRC simulations • Determine scour depth – SRICOS method for

time evolution of scour

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Scour depth

Page 10: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Scour failure assessment framework

• Place vehicles on bridge – Perform probabilistic analysis to assess failure

probability

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Is it safe?

Page 11: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Scour case study

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• Located in Freeport near Dow Chemical office

Page 12: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Scour case study

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• Located in Freeport near Dow Chemical office

Scour

Page 13: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

TANK INFRASTRUCTURE

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Page 14: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Failure modes

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SH87 Rollover Pass Bridge Hurricane Ike

Buckling Floatation

Page 15: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Failure modes

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Buckling Floatation

Page 16: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

PORTFOLIO OF TANKS IN THE HOUSTON SHIP CHANNEL

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Page 17: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Inventory of storage tanks

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• Inventory analysis through ArcGIS: o Tank dimensions and properties: aerial imagery o Tank height and bare earth elevation: LiDAR o Tank content: TCEQ database and HCAD parcel database

Page 18: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Evolution of inventory

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• Evolution from 1966 to 2014:

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EVOLUTION OF RISK IN THE HOUSTON SHIP CHANNEL

Vulnerability assessment

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Vulnerability of tanks in the HSC

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• FEMA Base Flood Elevation for 0.2% chance of occurrence (≈21 ft)

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Vulnerability of tanks in the HSC

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• Evolution of the number of tanks with high risk of failure (Pf ≥ 75%)

Page 22: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Potential hazardous spills due to storage tanks failure

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Location of major potential spills

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Page 24: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Summary

• New scour risk assessment framework for bridge infrastructures

• Scour fragility assessment of a case study bridge • Efficient fragility model for different AST failure

modes • Portfolio of ASTs from 1966 to 2014 • Time evolution of risk related to ASTs in HSC • Identification of critical areas in the HSC

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Page 25: Improving Damage Models for Critical Infrastructuredoctorflood.rice.edu/sspeed/downloads/April_2016/Day1/11_Padgett.pdf•Located in Freeport near Dow Chemical office . Scour case

Future work • Extension of scour risk assessment framework for

portfolio of bridges to evaluate connectivity to critical energy infrastructures

• Integrated model of natural, physical, and social risks associated with oil infrastructure performance1.

• Quantification of the impact of risk mitigation strategies.

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1Co-PIs: P. Bedient, J. Elliot, R. Buono