Uncertainty Sets for Wind Power Generation

By Yury Dvorkin, Miles Lubin, Scott N. Backhaus, M. Chertkov. IEEE Transactions on Power Systems, 2015

94 citations recorded by the source corpus.

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.

Subfields: Electrical and Electronic Engineering

View Paper: https://www.semanticscholar.org/paper/48aca3942dacaf3c386d0ceb6ac57ce0c329fca8