Modified harmony search algorithm for combined economic emission dispatch of microgrid incorporating renewable sources

Nowadays, there is a growing interest in the microgrid systems with a high penetration of renewable sources. In this paper, the modified harmony search (MHS) algorithm is proposed to solve the combined economic emission dispatch (CEED) problem of the microgrid taking into account the solar and wind...

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Veröffentlicht in:Energy (Oxford) 2018-09, Vol.159, p.496-507
1. Verfasser: Elattar, Ehab E.
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description Nowadays, there is a growing interest in the microgrid systems with a high penetration of renewable sources. In this paper, the modified harmony search (MHS) algorithm is proposed to solve the combined economic emission dispatch (CEED) problem of the microgrid taking into account the solar and wind power cost functions. The proposed algorithm can be derived by not only adjusting the parameters but also improving the structure and operation of the original harmony search (HS) algorithm. The solution of the CEED problem of the microgrid taking into account the solar and wind power cost functions is obtained for different scenarios using the MHS algorithm and some recently published algorithms. The results of all scenarios show the effectiveness of the MHS algorithm over other published algorithms employing same data. •A modified harmony search (MHS) algorithm is proposed in this work.•The MHS is proposed to solve the CEED problem for microgrid with renewable sources.•Different scenarios have been used to evaluate the proposed method.•The results show the superiority of MHS algorithm over other algorithms.
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subjects Algorithms
Alternative energy sources
Combined economic emission dispatch
Cost function
Distributed generation
Electricity generation
Emissions
Microgrid
Modified harmony search
Renewable energy
Search algorithms
Solar power
Solar power cost function
Wind power
Wind power cost function
title Modified harmony search algorithm for combined economic emission dispatch of microgrid incorporating renewable sources
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