Size optimization of a PV/wind hybrid energy conversion system with battery storage using response surface methodology


EKREN O. , Ekren B. Y.

APPLIED ENERGY, vol.85, no.11, pp.1086-1101, 2008 (Journal Indexed in SCI) identifier identifier

  • Publication Type: Article / Article
  • Volume: 85 Issue: 11
  • Publication Date: 2008
  • Doi Number: 10.1016/j.apenergy.2008.02.016
  • Title of Journal : APPLIED ENERGY
  • Page Numbers: pp.1086-1101

Abstract

This paper aims to show the use of the response surface methodology (RSM) in size optimization of an autonomous PV/wind integrated hybrid energy system with battery storage. RSM is a collection of statistical and mathematical methods which relies on optimization of response surface with design parameters. In this study, the response surface, output performance measure, is the hybrid system cost, and the design parameters are the PV size, wind turbine rotor swept area and the battery capacity. The case study is realized in ARENA 10.0, a commercial simulation software, for satisfaction of electricity consumption of the global system for mobile communications (GSM) base station at Izmir Institute of Technology Campus Area, Urla, Turkey. As a result, the optimum PV area, wind turbine rotor swept area, and battery capacity are obtained to be 3.95 m(2), 29.4 m(2), 31.92 kWh, respectively. These results led to $37,033.9 hybrid energy system cost, including auxiliary energy cost. The optimum result obtained by RSM is confirmed using loss of load probability (LLP) and autonomy analysis. (C) 2008 Elsevier Ltd. All rights reserved.