Reservoir Operation Modelling with Fuzzy Logic

Panigrahi, DP and Mujumdar, PP (2000) Reservoir Operation Modelling with Fuzzy Logic. In: Water Resources Management, 14 (2). pp. 89-109.

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Abstract

In this article, a fuzzy rule based model is developed for the operation of a single purpose reservoir. The model operates on an 'if - then' principle, where the 'if is a vector of fuzzy premises and the 'then' is a vector of fuzzy consequences. The steps involved in the development of the model include, construction of membership functions for the inflow, storage, demand and the release, formulation of fuzzy rules, implication and defuzzification. The methodology is illustrated through the case study of the Malaprabha irrigation reservoir in Kamataka, India. Reservoir storage, inflow, and demands are used as premises and the release as the consequence. Simulated reservoir operation with a steady state policy provides the knowledge base necessary for the formulation of the Fuzzy rules.

Item Type:	Journal Article
Publication:	Water Resources Management
Publisher:	Kluwer Academic Publishers
Additional Information:	Copyright for this article belongs to Kluwer Academic Publishers.
Keywords:	decision making;fuzzy rules;reservoir operation;uncertainty
Department/Centre:	Division of Mechanical Sciences > Civil Engineering
Date Deposited:	10 May 2005
Last Modified:	19 Sep 2010 04:18
URI:	http://eprints.iisc.ac.in/id/eprint/3170

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