Nonparametric Tree-Based Predictive Modeling of Storm Outages on an Electric Distribution Network

Author:

He Jichao1,Wanik David W.2,Hartman Brian M.3,Anagnostou Emmanouil N.2,Astitha Marina2,Frediani Maria E. B.2

Affiliation:

1. Department of Mathematics; University of Connecticut; Storrs CT USA

2. Department of Civil and Environmental Engineering; University of Connecticut; Storrs CT USA

3. Department of Statistics; Brigham Young University; Provo UT USA

Funder

Eversource Energy

Publisher

Wiley

Subject

Physiology (medical),Safety, Risk, Reliability and Quality

Reference42 articles.

1. North American Electric Reliability Corporation (NERC) Events Analysis: System Disturbance Reports, 1992 - Continuing 2010 http://www.nerc.com/pa/rrm/ea/System%20Disturbance%20Reports%20DL/Forms/AllItems.aspx

2. Negative binomial regression of electric power outages in hurricanes;Liu;Journal of Infrastructure Systems,2005

3. Statistical models of the effects of tree trimming on power system outages;Guikema;IEEE Transactions on Power Systems,2006

4. Spatial generalized linear mixed models of electric power outages due to hurricanes and ice storms;Liu;Reliability Engineering & System Safety,2008

5. Estimating the spatial distribution of power outages during hurricanes in the Gulf coast region;Han;Reliability Engineering & System Safety,2009

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