Comparison of clustering approaches for reliability simulation of a wind farm Conference Paper uri icon

abstract

  • There exists a certain level of correlation between wind speed and load. This paper uses clustering algorithms to consider these two correlated variables. Eight different approaches are presented, applied to a wind farm, and finally, compared using reliability analysis. As a system simulation methodology, Monte Carlo is used for reliability analysis and estimation. This paper suggests using the efficient clustering approach in a wind farm to compute a reliability index. © 2012 IEEE.

author list (cited authors)

  • Kim, H., & Singh, C.

citation count

  • 2

publication date

  • October 2012

publisher