Fuzzy logic model for equilibrium scour downstream of a dam's vertical gate


Uyumaz A. , Altunkaynak A. , OEZGER M.

Journal of Hydraulic Engineering, vol.132, no.10, pp.1069-1075, 2006 (Journal Indexed in SCI Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 132 Issue: 10
  • Publication Date: 2006
  • Doi Number: 10.1061/(asce)0733-9429(2006)132:10(1069)
  • Title of Journal : Journal of Hydraulic Engineering
  • Page Numbers: pp.1069-1075

Abstract

Scour at a downstream vertical gate of a dam is investigated using a fuzzy logic inference system. The application is presented for experimental data sets. A comparison is made between a regression formulation (RM) and a fuzzy logic approach. Some restrictive assumptions for RM are discussed. Here the Takagi-Sugeno (TS) approach is used with a constant function in the consequent part of the fuzzy rules. It is demonstrated that the TS model gives a lower error than the RM. Furthermore, scatter diagrams indicate that the TS approach has superiority over the RM.