A support vector regression method for reducing the high-order systems to first-order plus time-delay forms


Ortaç Kabaoğlu R.

Istanbul University Journal of Electrical and Electronics Engineering, vol.11, no.1, pp.1305-1309, 2011 (National Refreed University Journal)

  • Publication Type: Article / Article
  • Volume: 11 Issue: 1
  • Publication Date: 2011
  • Title of Journal : Istanbul University Journal of Electrical and Electronics Engineering
  • Page Numbers: pp.1305-1309

Abstract

In this paper, a novel method for reducing the high-order systems to first-order plus time-delay forms is introduced. For this purpose Support Vector Machines, which became a popular learning algorithm, is employed. Three parameters of the first-order plus time-delay forms are estimated by three parallel support vector regression machines. Satisfactory performance is obtained at the simulations.