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...

Full description

Saved in:
Bibliographic Details
Main Authors: Sukumar, Shivashankar, Mokhlis, Hazlie, Mekhilef, Saad, Karimi, Mazaher, Raza, Safdar
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