Steady state load shedding to mitigate blackout in power systems using an improved harmony search algorithm

Generation contingencies in a power system lead to under-frequency and low voltages owing to active and reactive power deficiencies. Load shedding is considered as a last alternative to avoid the cascaded tripping and blackout in power systems during generation contingencies. It is essential to opti...

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Main Authors: R. Mageshvaran, T. Jayabarathi
Format: Article
Language:English
Published: Elsevier 2015-09-01
Series:Ain Shams Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2090447915000143
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spelling doaj-1378feafbaf143d0836ee00e3826f0242021-06-02T07:54:01ZengElsevierAin Shams Engineering Journal2090-44792015-09-016381983410.1016/j.asej.2014.12.014Steady state load shedding to mitigate blackout in power systems using an improved harmony search algorithmR. MageshvaranT. JayabarathiGeneration contingencies in a power system lead to under-frequency and low voltages owing to active and reactive power deficiencies. Load shedding is considered as a last alternative to avoid the cascaded tripping and blackout in power systems during generation contingencies. It is essential to optimize the amount of load to be shed in order to prevent excessive load shedding. To minimize load shedding, this paper proposes the implementation of music inspired optimization algorithm known as improved harmony search algorithm (IHSA). The optimal solution of steady state load shedding is carried out by squaring the difference between the connected and supplied power (active and reactive). The proposed algorithm is tested on IEEE 14, 30 and 118 bus test systems. The viability of the proposed method in terms of solution quality and convergence properties is compared with the other conventional methods reported earlier.http://www.sciencedirect.com/science/article/pii/S2090447915000143Optimal load sheddingImproved harmony search algorithmMeta-heuristic algorithmGeneration contingencyVoltage dependent load model
collection DOAJ
language English
format Article
sources DOAJ
author R. Mageshvaran
T. Jayabarathi
spellingShingle R. Mageshvaran
T. Jayabarathi
Steady state load shedding to mitigate blackout in power systems using an improved harmony search algorithm
Ain Shams Engineering Journal
Optimal load shedding
Improved harmony search algorithm
Meta-heuristic algorithm
Generation contingency
Voltage dependent load model
author_facet R. Mageshvaran
T. Jayabarathi
author_sort R. Mageshvaran
title Steady state load shedding to mitigate blackout in power systems using an improved harmony search algorithm
title_short Steady state load shedding to mitigate blackout in power systems using an improved harmony search algorithm
title_full Steady state load shedding to mitigate blackout in power systems using an improved harmony search algorithm
title_fullStr Steady state load shedding to mitigate blackout in power systems using an improved harmony search algorithm
title_full_unstemmed Steady state load shedding to mitigate blackout in power systems using an improved harmony search algorithm
title_sort steady state load shedding to mitigate blackout in power systems using an improved harmony search algorithm
publisher Elsevier
series Ain Shams Engineering Journal
issn 2090-4479
publishDate 2015-09-01
description Generation contingencies in a power system lead to under-frequency and low voltages owing to active and reactive power deficiencies. Load shedding is considered as a last alternative to avoid the cascaded tripping and blackout in power systems during generation contingencies. It is essential to optimize the amount of load to be shed in order to prevent excessive load shedding. To minimize load shedding, this paper proposes the implementation of music inspired optimization algorithm known as improved harmony search algorithm (IHSA). The optimal solution of steady state load shedding is carried out by squaring the difference between the connected and supplied power (active and reactive). The proposed algorithm is tested on IEEE 14, 30 and 118 bus test systems. The viability of the proposed method in terms of solution quality and convergence properties is compared with the other conventional methods reported earlier.
topic Optimal load shedding
Improved harmony search algorithm
Meta-heuristic algorithm
Generation contingency
Voltage dependent load model
url http://www.sciencedirect.com/science/article/pii/S2090447915000143
work_keys_str_mv AT rmageshvaran steadystateloadsheddingtomitigateblackoutinpowersystemsusinganimprovedharmonysearchalgorithm
AT tjayabarathi steadystateloadsheddingtomitigateblackoutinpowersystemsusinganimprovedharmonysearchalgorithm
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