Uncertainty Sets for Wind Power Generation

Yury Dvorkin, Miles Lubin, Scott Backhaus, Michael Chertkov

Research output: Contribution to journalArticle

Abstract

As penetration of wind power generation increases, system operators must account for its stochastic nature in a reliable and cost-efficient manner. These conflicting objectives can be traded-off by accounting for the variability and uncertainty of wind power generation. This letter presents a new methodology to estimate uncertainty sets for parameters of probability distributions that capture wind generation uncertainty and variability.

Original languageEnglish (US)
Article number7268773
Pages (from-to)3326-3327
Number of pages2
JournalIEEE Transactions on Power Systems
Volume31
Issue number4
DOIs
StatePublished - Jul 2016

Keywords

  • Power system operations
  • wind power uncertainty
  • wind power variability

ASJC Scopus subject areas

  • Energy Engineering and Power Technology
  • Electrical and Electronic Engineering

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