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Modeling Weather Impact on a Secondary Electrical Grid

Author(s)
Wang, Dingquan; Passonneau, Rebecca J.; Collins, Michael; Rudin, Cynthia
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Abstract
Weather can cause problems for underground electrical grids by increasing the probability of serious “manhole events” such as fires and explosions. In this work, we compare a model that incorporates weather features associated with the dates of serious events into a single logistic regression, with a more complex approach that has three interdependent log linear models for weather, baseline manhole vulnerability, and vulnerability of manholes to weather. The latter approach more naturally incorporates the dependencies between the weather, structure properties, and structure vulnerability.
Date issued
2014-06
URI
http://hdl.handle.net/1721.1/99142
Department
Sloan School of Management
Journal
Procedia Computer Science
Publisher
Elsevier
Citation
Wang, Dingquan, Rebecca J. Passonneau, Michael Collins, and Cynthia Rudin. “Modeling Weather Impact on a Secondary Electrical Grid.” Procedia Computer Science 32 (2014): 631–638.
Version: Final published version
ISSN
18770509

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