Optimal operation of battery energy storage system in smart grid for reducing tap changer operation under photovoltaic fluctuation using cuckoo search

© 2019 IEEE. Renewable energy sources, especially photovoltaic (PV), have grown significantly and become important sources for power generation in distribution systems. However, the PV power generation is fluctuated by cloud movement, weather conditions, and wind speed which directly affect the exce...

Full description

Saved in:
Bibliographic Details
Main Authors: Keerachat Tantrapon, Peerapol Jirapong, Panida Thararak, Kannathat Mansuwan
Format: Conference Proceeding
Published: 2020
Subjects:
Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85072322373&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/67740
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Chiang Mai University
id th-cmuir.6653943832-67740
record_format dspace
spelling th-cmuir.6653943832-677402020-04-02T15:05:23Z Optimal operation of battery energy storage system in smart grid for reducing tap changer operation under photovoltaic fluctuation using cuckoo search Keerachat Tantrapon Peerapol Jirapong Panida Thararak Kannathat Mansuwan Computer Science Energy Engineering © 2019 IEEE. Renewable energy sources, especially photovoltaic (PV), have grown significantly and become important sources for power generation in distribution systems. However, the PV power generation is fluctuated by cloud movement, weather conditions, and wind speed which directly affect the excessive operation of voltage regulation devices such as the on load tap changer (OLTC). This excessive operation will decrease the expected life cycle and increase maintenance requirements. This paper proposed an optional operation of the battery energy storage system (BESS) in microgrid by optimizing BESS active and reactive power with Cuckoo Search optimization (CSo). The main objective aims to minimize the OLTC tap operation under PV fluctuation. The CSO is implemented in MATLAB while DIgSILENT PowerFactory is used for load flow evaluation. Simulation case studies are performed using system data from the Mae Sa Riang microgrid in Thailand. Results show that the optimal operation of BESS using CSO can effectively reduce the number of OLTC tap operations in microgrid when compared to the results with the base case and microgrid controller. 2020-04-02T15:02:05Z 2020-04-02T15:02:05Z 2019-06-01 Conference Proceeding 2-s2.0-85072322373 10.1109/PTC.2019.8810774 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85072322373&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/67740
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Computer Science
Energy
Engineering
spellingShingle Computer Science
Energy
Engineering
Keerachat Tantrapon
Peerapol Jirapong
Panida Thararak
Kannathat Mansuwan
Optimal operation of battery energy storage system in smart grid for reducing tap changer operation under photovoltaic fluctuation using cuckoo search
description © 2019 IEEE. Renewable energy sources, especially photovoltaic (PV), have grown significantly and become important sources for power generation in distribution systems. However, the PV power generation is fluctuated by cloud movement, weather conditions, and wind speed which directly affect the excessive operation of voltage regulation devices such as the on load tap changer (OLTC). This excessive operation will decrease the expected life cycle and increase maintenance requirements. This paper proposed an optional operation of the battery energy storage system (BESS) in microgrid by optimizing BESS active and reactive power with Cuckoo Search optimization (CSo). The main objective aims to minimize the OLTC tap operation under PV fluctuation. The CSO is implemented in MATLAB while DIgSILENT PowerFactory is used for load flow evaluation. Simulation case studies are performed using system data from the Mae Sa Riang microgrid in Thailand. Results show that the optimal operation of BESS using CSO can effectively reduce the number of OLTC tap operations in microgrid when compared to the results with the base case and microgrid controller.
format Conference Proceeding
author Keerachat Tantrapon
Peerapol Jirapong
Panida Thararak
Kannathat Mansuwan
author_facet Keerachat Tantrapon
Peerapol Jirapong
Panida Thararak
Kannathat Mansuwan
author_sort Keerachat Tantrapon
title Optimal operation of battery energy storage system in smart grid for reducing tap changer operation under photovoltaic fluctuation using cuckoo search
title_short Optimal operation of battery energy storage system in smart grid for reducing tap changer operation under photovoltaic fluctuation using cuckoo search
title_full Optimal operation of battery energy storage system in smart grid for reducing tap changer operation under photovoltaic fluctuation using cuckoo search
title_fullStr Optimal operation of battery energy storage system in smart grid for reducing tap changer operation under photovoltaic fluctuation using cuckoo search
title_full_unstemmed Optimal operation of battery energy storage system in smart grid for reducing tap changer operation under photovoltaic fluctuation using cuckoo search
title_sort optimal operation of battery energy storage system in smart grid for reducing tap changer operation under photovoltaic fluctuation using cuckoo search
publishDate 2020
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85072322373&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/67740
_version_ 1681426691033923584