Analysis And Prediction Of Building Damage
Due To Windstorms
Author(s)
N. O. Nawari
Abstract
It's been more than five years since a major storm hit a major US city, however
hurricane researchers have estimated that the next one could cause as much as
$150 billion worth of damage.
An understanding of the damage mechanisms due to a variety of natural
hazards such as wind, storm surges, and tsunamis windstorm hazard is integral to
determining the best design and construction practices. Therefore, an anatomical
analysis of a large suite of damaged structures in similar extreme events, such as
Florida coastal areas, promises to reveal causes of failure in coastal construction
and how best to prevent similar damage in the future.
Prediction and classification of hurricane buildings damage involves many
sources of uncertain data that make it a difficult task using conventional
prediction models. This work seeks to elucidate the application of data mining
algorithms in the prediction and classification of damage due to hurricane and
tornadoes forces. The research focuses on the conceptual and applied
frameworks for the data mining models to assist in the prediction, assessment,
and classification of buildings damages caused by server windstorms.
Keywords: wind storms, building damages, prediction, data mining.
1 Introduction
High winds, airborne projectiles, wind-driven water, sea surges, and flooding are
among the hazards that threaten buildings and their occupancies. The record for
US property insurance tells the story. Annual claims for wind damage claims
tally hundreds of millions of dollars. Florida homeowners pay some of the
nation's highest insurance premiums; in a recent poll, despite a housing crisis, an
Keywords
wind storms, building damages, prediction, data mining
Related Book
Other papers in this volume
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