Controlling spillway gates of dams by using fuzzy logic controller with optimum rule number

Karaboga D., Bagis A., Haktanir T.

APPLIED SOFT COMPUTING, vol.8, no.1, pp.232-238, 2008 (SCI-Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 8 Issue: 1
  • Publication Date: 2008
  • Doi Number: 10.1016/j.asoc.2007.01.004
  • Journal Name: APPLIED SOFT COMPUTING
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Page Numbers: pp.232-238
  • Keywords: fuzzy logic control, spillway gates control, reservoir operation, optimum control of dams
  • Erciyes University Affiliated: Yes

Abstract

Reservoir operation of dams during floods is a complex, nonlinear, nonstationary control process and is significantly affected by hydrological conditions which are not predictable beforehand. In this paper, an operation method based on fuzzy logic control is presented for the operation of spillway gates of reservoirs during floods. The rule base of fuzzy logic controller is optimally determined by using tabu search algorithm which is a modern popular heuristic algorithm. Simulation results demonstrate that the proposed approach based on fuzzy logic controller designed by using tabu search produces an accurate and efficient solution for the reservoir operation of dams. (c) 2007 Elsevier B.V. All rights reserved.