Optimal short-term reservoir operation with integrated long-term goals

Sreekanth, J., Datta, Bithin, and Mohapatra, Pranab K. (2012) Optimal short-term reservoir operation with integrated long-term goals. Water Resources Management, 26 (10). pp. 2833-2850.

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Abstract

A methodology to incorporate long-term goals within the short-term reservoir operation optimization model is proposed. Two conflicting objectives for the management of hydropower generation in two different power plants are incorporated. A chance-constrained optimization model is used to derive long-term (annual) operation strategies. With the time horizon of operation for the short-term optimization model kept equal to a single time-step of the long-term optimization model, the optimum end storages derived from the long-term model are incorporated as constraints (storage lower bounds) within the short-term model. The long-term benefits accrued from such an operation model are illustrated for a small reservoir, in South India. The solutions are compared with the historic operation. These are also compared with the solutions of a short-term optimal operation model ignoring long-term goals. The optimization model is solved using a multi-objective genetic algorithm.

Item ID: 23013
Item Type: Article (Research - C1)
ISSN: 1573-1650
Keywords: reservoir operation, short-term, long-term optimization, hydro-power, multi-objective genetic algorithm
Date Deposited: 15 Aug 2012 05:27
FoR Codes: 09 ENGINEERING > 0905 Civil Engineering > 090509 Water Resources Engineering @ 100%
SEO Codes: 96 ENVIRONMENT > 9609 Land and Water Management > 960999 Land and Water Management of Environments not elsewhere classified @ 100%
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