India is bestowed with rich water resources; rainfall is one of the
main sources of water. Because of time and spatial variability of
rainfall, a number of dams have been constructed all over the
country to tap the available water resources so that this water can
be utilized in accordance with the requirements of mankind. Proper
management of the reservoirs is required for the efficient use of
available water resources. Reservoir operation plays a vital role
in planning and management of water resources system. Modeling of a
rainfall-runoff is gaining a fast momentum for hydrological and
water management studies. This evolution provides the mankind with
new possibilities to efficiently use the available water. In this
study rainfall-runoff model for three reservoirs, namely
Ravishankar Sagar, Murumsilli and Dudhawa reservoirs of MRP Project
has been developed, for the available data of 17 years, by the
application of fuzzy logic. Fuzzified runoff results from the model
are compared with linear regression by calculating the relative
error with reference to the observed runoff. It has been found that
fuzzy logic based rainfall-runoff model performs better than linear
regression model
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