Distribution system reliability evaluation using enhanced samples in a Monte Carlo approach

Gerald T. Heydt; Torrey J. Graf

doi:10.1109/TPWRS.2010.2045929

Distribution system reliability evaluation using enhanced samples in a Monte Carlo approach

Gerald T. Heydt, Torrey J. Graf

Research output: Contribution to journal › Article › peer-review

61 Scopus citations

Abstract

This letter revisits the calculation of distribution system reliability indices using Monte Carlo simulation. The concept of enhanced samples is introduced in order to reduce calculation time. A bootstrap and compensation method is also presented. These methods are found to enhance accuracy and reduce calculation speed for distribution system reliability calculations.

Original language	English (US)
Article number	5440979
Pages (from-to)	2006-2008
Number of pages	3
Journal	IEEE Transactions on Power Systems
Volume	25
Issue number	4
DOIs	https://doi.org/10.1109/TPWRS.2010.2045929
State	Published - Nov 2010

Keywords

Bootstrap
Monte Carlo
SAIDI
SAIFI
distribution engineering
distribution system
reliability

ASJC Scopus subject areas

Energy Engineering and Power Technology
Electrical and Electronic Engineering

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10.1109/TPWRS.2010.2045929

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title = "Distribution system reliability evaluation using enhanced samples in a Monte Carlo approach",

abstract = "This letter revisits the calculation of distribution system reliability indices using Monte Carlo simulation. The concept of enhanced samples is introduced in order to reduce calculation time. A bootstrap and compensation method is also presented. These methods are found to enhance accuracy and reduce calculation speed for distribution system reliability calculations.",

keywords = "Bootstrap, Monte Carlo, SAIDI, SAIFI, distribution engineering, distribution system, reliability",

author = "Heydt, {Gerald T.} and Graf, {Torrey J.}",

note = "Funding Information: Manuscript received December 16, 2009. First published April 01, 2010; current version published October 20, 2010. This work was supported by the Future Renewable Electric Energy Distribution Management (FREEDM) Center funded by the National Science Foundation under grant EEC-08212121. Paper no. PESL-00128-2009.",

year = "2010",

month = nov,

doi = "10.1109/TPWRS.2010.2045929",

language = "English (US)",

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publisher = "Institute of Electrical and Electronics Engineers Inc.",

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T1 - Distribution system reliability evaluation using enhanced samples in a Monte Carlo approach

AU - Heydt, Gerald T.

AU - Graf, Torrey J.

N1 - Funding Information: Manuscript received December 16, 2009. First published April 01, 2010; current version published October 20, 2010. This work was supported by the Future Renewable Electric Energy Distribution Management (FREEDM) Center funded by the National Science Foundation under grant EEC-08212121. Paper no. PESL-00128-2009.

PY - 2010/11

Y1 - 2010/11

N2 - This letter revisits the calculation of distribution system reliability indices using Monte Carlo simulation. The concept of enhanced samples is introduced in order to reduce calculation time. A bootstrap and compensation method is also presented. These methods are found to enhance accuracy and reduce calculation speed for distribution system reliability calculations.

AB - This letter revisits the calculation of distribution system reliability indices using Monte Carlo simulation. The concept of enhanced samples is introduced in order to reduce calculation time. A bootstrap and compensation method is also presented. These methods are found to enhance accuracy and reduce calculation speed for distribution system reliability calculations.

KW - Bootstrap

KW - Monte Carlo

KW - SAIDI

KW - SAIFI

KW - distribution engineering

KW - distribution system

KW - reliability

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Distribution system reliability evaluation using enhanced samples in a Monte Carlo approach

Abstract

Keywords

ASJC Scopus subject areas

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