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Quantifying the Hurricane Risk to Offshore Wind Turbines. Stephen Rose, Paulina Jaramillo, Jay Apt, Mitch Small, Iris Grossmann Carnegie Mellon University. May 21 st , 2012. U.S. Has Good Offshore Wind Resources. Wind Turbines are Vulnerable to Hurricanes Typhoon Maemi, Okinawa, 2003.
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Quantifying the Hurricane Risk to Offshore Wind Turbines Stephen Rose, Paulina Jaramillo, Jay Apt, Mitch Small, Iris Grossmann Carnegie Mellon University May 21st, 2012
Wind Turbines are Vulnerable to HurricanesTyphoon Maemi, Okinawa, 2003 Takahara, et al (2004)
We Model Probability of Tower Buckling by a Log-Logistic Function
We Model Distribution of Turbines Destroyed in 20 Years • No replacement: Phase-Type distribution • Replacement: compound Poisson distribution Assumptions: - Single wind farm - Each turbine experiences same conditions
Turbines Designed to Survive Category 1 Hurricane50-turbine wind farm
Turbines Destroyed in 20 Years50-turbine wind farm Not yawing Yawing
Turbines Destroyed in 20 Years50-turbine wind farm Not yawing Yawing
Turbines Destroyed in 20 Years50-turbine wind farm Not yawing Yawing
Engineering Changes Can Reduce Risk • Backup power for yaw system • Survival depends on active system • Wind vane must survive • Turbine must yaw quickly • Stronger towers and blades • More steel in tower • More fiberglass in blades • 20 – 30% cost increase
Quantifying the Hurricane Risk to Offshore Wind Turbines Stephen Rose, Paulina Jaramillo, Jay Apt, Mitch Small, Iris Grossmann Carnegie Mellon University May 21st, 2012