Ramp-rate control approach based on dynamic smoothing parameter to mitigate solar PV output fluctuations
In this paper a new ramp-rate control strategy based on exponential smoothing (ES) method is proposed. Different from conventional ES, the proposed method varies the smoothing parameter ‘σ’ according to PV ramp-rate. The proposed smoothing parameter is used to determine the switching status of the b...
Saved in:
Main Authors: | , , , , |
---|---|
Format: | Article |
Published: |
Elsevier
2018
|
Subjects: | |
Online Access: | http://eprints.um.edu.my/20601/ https://doi.org/10.1016/j.ijepes.2017.10.015 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Universiti Malaya |
id |
my.um.eprints.20601 |
---|---|
record_format |
eprints |
spelling |
my.um.eprints.206012019-03-05T02:14:00Z http://eprints.um.edu.my/20601/ Ramp-rate control approach based on dynamic smoothing parameter to mitigate solar PV output fluctuations Sukumar, Shivashankar Mokhlis, Hazlie Mekhilef, Saad Karimi, Mazaher Raza, Safdar TK Electrical engineering. Electronics Nuclear engineering In this paper a new ramp-rate control strategy based on exponential smoothing (ES) method is proposed. Different from conventional ES, the proposed method varies the smoothing parameter ‘σ’ according to PV ramp-rate. The proposed smoothing parameter is used to determine the switching status of the battery energy storage (BES). It is also used in determining the amount of power to be injected or absorbed by the BES in order to smooth the PV output power. The proposed ramp-rate control strategy is compared with moving average (MA) and conventional exponential smoothing (CES) methods. It has been found that MA and CES method exhibit memory effect that caused BES to operate all the time. The proposed ramp-rate control strategy overcomes this limitation by operating the BES only during significant fluctuation. As a result, the size of the BES capacity can be reduced and increasing its life span. Elsevier 2018 Article PeerReviewed Sukumar, Shivashankar and Mokhlis, Hazlie and Mekhilef, Saad and Karimi, Mazaher and Raza, Safdar (2018) Ramp-rate control approach based on dynamic smoothing parameter to mitigate solar PV output fluctuations. International Journal of Electrical Power & Energy Systems, 96. pp. 296-305. ISSN 0142-0615 https://doi.org/10.1016/j.ijepes.2017.10.015 doi:10.1016/j.ijepes.2017.10.015 |
institution |
Universiti Malaya |
building |
UM Library |
collection |
Institutional Repository |
continent |
Asia |
country |
Malaysia |
content_provider |
Universiti Malaya |
content_source |
UM Research Repository |
url_provider |
http://eprints.um.edu.my/ |
topic |
TK Electrical engineering. Electronics Nuclear engineering |
spellingShingle |
TK Electrical engineering. Electronics Nuclear engineering Sukumar, Shivashankar Mokhlis, Hazlie Mekhilef, Saad Karimi, Mazaher Raza, Safdar Ramp-rate control approach based on dynamic smoothing parameter to mitigate solar PV output fluctuations |
description |
In this paper a new ramp-rate control strategy based on exponential smoothing (ES) method is proposed. Different from conventional ES, the proposed method varies the smoothing parameter ‘σ’ according to PV ramp-rate. The proposed smoothing parameter is used to determine the switching status of the battery energy storage (BES). It is also used in determining the amount of power to be injected or absorbed by the BES in order to smooth the PV output power. The proposed ramp-rate control strategy is compared with moving average (MA) and conventional exponential smoothing (CES) methods. It has been found that MA and CES method exhibit memory effect that caused BES to operate all the time. The proposed ramp-rate control strategy overcomes this limitation by operating the BES only during significant fluctuation. As a result, the size of the BES capacity can be reduced and increasing its life span. |
format |
Article |
author |
Sukumar, Shivashankar Mokhlis, Hazlie Mekhilef, Saad Karimi, Mazaher Raza, Safdar |
author_facet |
Sukumar, Shivashankar Mokhlis, Hazlie Mekhilef, Saad Karimi, Mazaher Raza, Safdar |
author_sort |
Sukumar, Shivashankar |
title |
Ramp-rate control approach based on dynamic smoothing parameter to mitigate solar PV output fluctuations |
title_short |
Ramp-rate control approach based on dynamic smoothing parameter to mitigate solar PV output fluctuations |
title_full |
Ramp-rate control approach based on dynamic smoothing parameter to mitigate solar PV output fluctuations |
title_fullStr |
Ramp-rate control approach based on dynamic smoothing parameter to mitigate solar PV output fluctuations |
title_full_unstemmed |
Ramp-rate control approach based on dynamic smoothing parameter to mitigate solar PV output fluctuations |
title_sort |
ramp-rate control approach based on dynamic smoothing parameter to mitigate solar pv output fluctuations |
publisher |
Elsevier |
publishDate |
2018 |
url |
http://eprints.um.edu.my/20601/ https://doi.org/10.1016/j.ijepes.2017.10.015 |
_version_ |
1643691327123095552 |