Fuzzy Rule Based Model for Optimal Reservoir Releases
Journal Title: International Journal of Modern Engineering Research (IJMER) - Year 2014, Vol 4, Issue 6
Abstract
The aim of this paper is to develop a Fuzzy Rule Based(FRB) model for obtaining the optimal reservoir releases. The area considered for the study is ukai reservoir project. The data considered are for the months of July, August, September and October for the years 2007 and 2011. The inputs considered are inflow (MCM), Storage (MCM), Demand (MCM) and the Release (MCM) is considered as output. Fuzzy logic, analysis is based on designing of if and then rules. Fuzzy logic model can handle with various kinds of data regulations implication and defuzzification. The steps involved in the development of the model include the construction of membership functions, creating the Fuzzy rules, implication and deffuzification. The results obtained shows that the releases obtained from the FRB model are satisfying the demand completely in all the four months, i.e. July, August, September and October for the year 2007 and the same is observed for the year 2011. Also, a significant amount of water is being saved, when the actual releases are compared with the releases obtained from the FRB model.
Authors and Affiliations
Dr. T. M. V. Suryanarayana, Mihir Kemkar
Keywords
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