A Review and Comparison of Smoothing Methods for Solar Photovoltaic Power Fluctuation Using Battery Energy Storage Systems
Renewable sources are becoming an important share of power generation. Although very beneficial for the environment, their instability caused by weather conditions can lead to power quality issues when connected to the grid. In order to minimize those power fluctuations, a Battery Energy Storage Sys...
Uloženo v:
| Vydáno v: | IEEE PES Conference On Innovative Smart Grid Technologies Latin America (Online) s. 1 - 5 |
|---|---|
| Hlavní autoři: | , , , , , |
| Médium: | Konferenční příspěvek |
| Jazyk: | angličtina |
| Vydáno: |
IEEE
15.09.2021
|
| Témata: | |
| ISSN: | 2643-8798 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | Renewable sources are becoming an important share of power generation. Although very beneficial for the environment, their instability caused by weather conditions can lead to power quality issues when connected to the grid. In order to minimize those power fluctuations, a Battery Energy Storage System can be coupled, providing or absorbing energy. This paper aims to review a few smoothing algorithms, such as Simple Moving Average, Double Moving Average, Exponential Moving Average, Moving Median, Ramp Rate, and Modified Ramp Rate, and compare them to the same simulation conditions, a 307.8 k W p solar photovoltaic system, for the purpose of finding the most suitable way to maintain the variation within an acceptable range while preserving the battery health. As the result of the analysis, a modification made on the ramp rate algorithm proposed in this paper that enables the battery State of Charge to return to its ideal level, stands out positively regarding the other methods. |
|---|---|
| AbstractList | Renewable sources are becoming an important share of power generation. Although very beneficial for the environment, their instability caused by weather conditions can lead to power quality issues when connected to the grid. In order to minimize those power fluctuations, a Battery Energy Storage System can be coupled, providing or absorbing energy. This paper aims to review a few smoothing algorithms, such as Simple Moving Average, Double Moving Average, Exponential Moving Average, Moving Median, Ramp Rate, and Modified Ramp Rate, and compare them to the same simulation conditions, a 307.8 k W p solar photovoltaic system, for the purpose of finding the most suitable way to maintain the variation within an acceptable range while preserving the battery health. As the result of the analysis, a modification made on the ramp rate algorithm proposed in this paper that enables the battery State of Charge to return to its ideal level, stands out positively regarding the other methods. |
| Author | Ramos, Felipe O. Lima, Rafael N. Washington, A. Bezerra, Libina G. S. Neto, Martins M. B. Pinheiro, Aline L. |
| Author_xml | – sequence: 1 givenname: Aline L. surname: Pinheiro fullname: Pinheiro, Aline L. organization: ITEMM - Edson Mororó Moura Institute of Technology,Department of Energy Storage,Recife,Brazil – sequence: 2 givenname: Felipe O. surname: Ramos fullname: Ramos, Felipe O. organization: ITEMM - Edson Mororó Moura Institute of Technology,Department of Energy Storage,Recife,Brazil – sequence: 3 givenname: Martins M. B. surname: Neto fullname: Neto, Martins M. B. organization: ITEMM - Edson Mororó Moura Institute of Technology,Department of Energy Storage,Recife,Brazil – sequence: 4 givenname: Rafael N. surname: Lima fullname: Lima, Rafael N. organization: ITEMM - Edson Mororó Moura Institute of Technology,Department of Energy Storage,Recife,Brazil – sequence: 5 givenname: Libina G. S. surname: Bezerra fullname: Bezerra, Libina G. S. organization: ITEMM - Edson Mororó Moura Institute of Technology,Department of Energy Storage,Recife,Brazil – sequence: 6 givenname: A. surname: Washington fullname: Washington, A. organization: ITEMM - Edson Mororó Moura Institute of Technology,Department of Energy Storage,Recife,Brazil |
| BookMark | eNotkE1PwkAURUejiYj8AjezNgHnq-3MEgkgCUZiYU1e21cY03bIdIDUXy9GVmdxc25u7iO5a1yDhLxwNuKcmddFOl8vIdhmXKO3OURCJnwkmOAjEynJEn1DBibRPI4jpZTgyS3piVjJoU6MfiCDtv1mjEnBpIpkj_yM6ReeLJ4pNAWduPoA3rauoa6kae1c2NtmRz8w7F3R0tJ5mroKPF3tXXAnVwWwOV25M3o6q455OF62XexN-6e9QQjoOzpt0O86mgbnYYc07dqAdftE7kuoWhxc2Seb2XQ9eR8uP-eLyXg5tJzrMASJolAgGYOcRVjETGWYaWNyFWuUojQckgtBCvMXAjc8Rm4ynQmFMZN98vzfaxFxe_C2Bt9tr2_JX6g0ZvM |
| ContentType | Conference Proceeding |
| DBID | 6IE 6IL CBEJK RIE RIL |
| DOI | 10.1109/ISGTLatinAmerica52371.2021.9543078 |
| DatabaseName | IEEE Electronic Library (IEL) Conference Proceedings IEEE Xplore POP ALL IEEE Xplore All Conference Proceedings IEEE/IET Electronic Library (IEL) IEEE Proceedings Order Plans (POP All) 1998-Present |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: RIE name: IEEE/IET Electronic Library (IEL) url: https://ieeexplore.ieee.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISBN | 9781665444217 1665444215 |
| EISSN | 2643-8798 |
| EndPage | 5 |
| ExternalDocumentID | 9543078 |
| Genre | orig-research |
| GroupedDBID | 6IE 6IF 6IL 6IN AAJGR AAWTH ABLEC ADZIZ ALMA_UNASSIGNED_HOLDINGS BEFXN BFFAM BGNUA BKEBE BPEOZ CBEJK CHZPO IEGSK OCL RIE RIL |
| ID | FETCH-LOGICAL-i118t-a3e2d4a300ac05ed604beb899c468e32f91a7e32a329d604a1916e19b8b24e603 |
| IEDL.DBID | RIE |
| IngestDate | Mon Mar 24 11:57:53 EDT 2025 |
| IsPeerReviewed | false |
| IsScholarly | false |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-i118t-a3e2d4a300ac05ed604beb899c468e32f91a7e32a329d604a1916e19b8b24e603 |
| PageCount | 5 |
| ParticipantIDs | ieee_primary_9543078 |
| PublicationCentury | 2000 |
| PublicationDate | 2021-Sept.-15 |
| PublicationDateYYYYMMDD | 2021-09-15 |
| PublicationDate_xml | – month: 09 year: 2021 text: 2021-Sept.-15 day: 15 |
| PublicationDecade | 2020 |
| PublicationTitle | IEEE PES Conference On Innovative Smart Grid Technologies Latin America (Online) |
| PublicationTitleAbbrev | ISGT LATIN AMERICA |
| PublicationYear | 2021 |
| Publisher | IEEE |
| Publisher_xml | – name: IEEE |
| SSID | ssj0003203453 |
| Score | 1.7705711 |
| Snippet | Renewable sources are becoming an important share of power generation. Although very beneficial for the environment, their instability caused by weather... |
| SourceID | ieee |
| SourceType | Publisher |
| StartPage | 1 |
| SubjectTerms | Batteries Battery energy storage system (BESS) Fluctuations moving average photovoltaic Photovoltaic systems power fluctuations Power quality ramp rate Renewable energy sources Smart grids smoothing algorithms Smoothing methods state of charge (SoC) |
| Title | A Review and Comparison of Smoothing Methods for Solar Photovoltaic Power Fluctuation Using Battery Energy Storage Systems |
| URI | https://ieeexplore.ieee.org/document/9543078 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LS8NAEF5qEdGLj1Z8MwdPYtrNbjaPo5RWBS2BVOit7G42WNBE2lTQX-9sEqqCF08JyRKSnWUm3-x88xFyKbkOfcFt2aCrHM_40pFShI5JWSaZ0hizVCU2EYzH4XQaxS1yvebCGGOq4jPTs6fVXn5a6JVNlfUj4eGSDDfIRhAENVdrnU_hjHJP8C1y1bTR7N8nt5MH_Ly82ftAyBVYRMjcXvOgX4oqVUAZ7f7vVfZI95uZB_E65uyTlskPyM6PpoId8nkDdcIfZJ7CYK0zCEUGyWuBlsFh8FgpRy8B_1khsfAW4ueiLNBZlXKuIbbiaTB6WVl-ibUdVLUFULfj_IBhRRmEBBE7OiRo-p53ydNoOBncOY3CgjNHYFE6khuWepJTKjUVJvWpp4xCCKY9PzScZZErAzxKziJ7UyK6840bqVAxtCvlh6SdF7k5ImA8dA5ceTrVEQZGEQmecT9jKqQ-1UIdk46dxdlb3URj1kzgyd-XT8m2NZQtzHDFGWmXi5U5J5v6vZwvFxeV5b8AgtaxhQ |
| linkProvider | IEEE |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LS8NAEB5qFR8X3_h2Dp7E1GQfaXIUaVVsS6EVeiu7mw0WNBFNBf31zqahKnjxlJCEkN1ZZvLNzjcfwJniJgold2WDgfaEDZWnlIw8m7BUMW0oZulSbKLZ60WjUdyvwcWcC2OtLYvPbMOdlnv5SW6mLlV2GUtBSzJagEUpBAtmbK15RoUznwvJl-G8aqR5eTe4GXZogFm1-0Ggq-kwIQsa1at-aaqUIaW9_r-P2YCdb24e9udRZxNqNtuCtR9tBbfh8wpnKX9UWYLXc6VBzFMcPOdkG3oMu6V29BvSXysOHMDF_mNe5OSuCjUx2Hfyadh-mjqGibMeltUFOGvI-YGtkjSIA8Ls5JKw6ny-Aw_t1vD61qs0FrwJQYvCU9yyRCju-8r40iahL7TVBMKMCCPLWRoHqklHxVnsbirCd6ENYh1pRpb1-S7Uszyze4BWkHvgWpjExBQaZSx5ysOU6cgPfSP1Pmy7WRy_zNpojKsJPPj78ims3A67nXHnrnd_CKvOaK5MI5BHUC9ep_YYlsx7MXl7PSlXwRfn6bTM |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=IEEE+PES+Conference+On+Innovative+Smart+Grid+Technologies+Latin+America+%28Online%29&rft.atitle=A+Review+and+Comparison+of+Smoothing+Methods+for+Solar+Photovoltaic+Power+Fluctuation+Using+Battery+Energy+Storage+Systems&rft.au=Pinheiro%2C+Aline+L.&rft.au=Ramos%2C+Felipe+O.&rft.au=Neto%2C+Martins+M.+B.&rft.au=Lima%2C+Rafael+N.&rft.date=2021-09-15&rft.pub=IEEE&rft.eissn=2643-8798&rft.spage=1&rft.epage=5&rft_id=info:doi/10.1109%2FISGTLatinAmerica52371.2021.9543078&rft.externalDocID=9543078 |