Horse Herd Optimization Algorithm for Fuel Constrained Day-ahead Scheduling of Isolated Nanogrid

Basu, Subhamay and Basu, Mousumi (2021) Horse Herd Optimization Algorithm for Fuel Constrained Day-ahead Scheduling of Isolated Nanogrid. Applied Artificial Intelligence, 35 (15). pp. 1250-1270. ISSN 0883-9514

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Abstract

Day-ahead scheduling of isolated nanogrid (NG) is an important task in power system. Owing to slowly lessening of fossil fuel, the profitable use of available fuel for electric power generation has turn out to be an extremely important concern of electric power utilities. This paper suggests horse herd optimization algorithm (HOA) to solve fuel constrained day-ahead scheduling of isolated nanogrid (NG) for five neighboring homes. NG comprises diesel generators, solar PV plants, battery energy storage system (BESS) and plug-in electric vehicles (PEVs). Simulation results of the test system have been compared with those obtained from social group entropy optimization, self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients, fast convergence evolutionary programming and differential evolution. It has been observed from the comparison that the suggested HOA has the capacity to give better solution.

Item Type: Article
Subjects: STM Library > Computer Science
Depositing User: Managing Editor
Date Deposited: 17 Jun 2023 04:52
Last Modified: 31 Oct 2023 04:40
URI: http://open.journal4submit.com/id/eprint/2328

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