A Novel ARX-based Multi-scale Spatio-temporal Solar Power Forecast Model Conference Paper uri icon

abstract

  • In this paper an autoregressive with exogenous input (ARX) based spatio-temporal solar forecast model is proposed. Compared with conventional temporal-only autoregressive models, the proposed formulation takes into account both spatial and temporal solar power correlations. The overall root mean squared error (RMSE) percentage can be reduced by 12.72% using spatio-temporal solar forecast compared with persistence forecast model for hour ahead intervals. © 2012 IEEE.

altmetric score

  • 9

author list (cited authors)

  • Yang, C., & Xie, L. e.

citation count

  • 22

publication date

  • September 2012

publisher