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...
Main Authors: | , |
---|---|
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 |
id |
doaj-1378feafbaf143d0836ee00e3826f024 |
---|---|
record_format |
Article |
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 |
_version_ |
1721406786604367872 |