Backtracking Search Algorithm Based Fuzzy Charging-Discharging Controller for Battery Storage System in Microgrid Applications Article Swipe
M. Faisal
,
M. A. Hannan
,
Pin Jern Ker
,
M. Nasir Uddin
·
YOU?
·
· 2019
· Open Access
·
· DOI: https://doi.org/10.1109/access.2019.2951132
YOU?
·
· 2019
· Open Access
·
· DOI: https://doi.org/10.1109/access.2019.2951132
This paper presents an efficient fuzzy logic control system for charging and discharging of the battery energy storage system in microgrid applications. Energy storage system can store energy during the off-peak hour and supply energy during peak hours in order to maintain the energy balance between the storage and microgrid. However, the integration of battery storage system with microgrid requires a flexible control of charging-discharging technique due to the variable load conditions. Therefore, a comparative evaluation of the developed model is analyzed by considering controllers with fuzzy only and optimized fuzzy algorithms. In this paper, backtracking search algorithm based fuzzy optimization is introduced to evaluate the state of charge of the battery by optimizing the input and output fuzzy membership functions of rate of change of the state of charge and power balance. Backtracking search algorithm is chosen due to its high convergence speed, and it is good for searching and exploration process with exploiting capabilities. To validate the performance of the developed controller, the obtained results are compared to the results obtained with the particle swarm optimization based fuzzy and fuzzy only controllers, respectively. Results show that the backtracking search algorithm based fuzzy optimization outperforms the other control methods in terms of effectively manage the charging-discharging of the battery storage to ensure the desired outcome and reliable microgrid operation.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1109/access.2019.2951132
- https://ieeexplore.ieee.org/ielx7/6287639/8600701/08890729.pdf
- OA Status
- gold
- Cited By
- 41
- References
- 42
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2984013859
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W2984013859Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1109/access.2019.2951132Digital Object Identifier
- Title
-
Backtracking Search Algorithm Based Fuzzy Charging-Discharging Controller for Battery Storage System in Microgrid ApplicationsWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2019Year of publication
- Publication date
-
2019-01-01Full publication date if available
- Authors
-
M. Faisal, M. A. Hannan, Pin Jern Ker, M. Nasir UddinList of authors in order
- Landing page
-
https://doi.org/10.1109/access.2019.2951132Publisher landing page
- PDF URL
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https://ieeexplore.ieee.org/ielx7/6287639/8600701/08890729.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://ieeexplore.ieee.org/ielx7/6287639/8600701/08890729.pdfDirect OA link when available
- Concepts
-
Microgrid, Computer science, Backtracking, Battery (electricity), Computer data storage, Controller (irrigation), Algorithm, Computer hardware, Power (physics), Control (management), Artificial intelligence, Physics, Agronomy, Quantum mechanics, BiologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
41Total citation count in OpenAlex
- Citations by year (recent)
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2025: 6, 2024: 6, 2023: 6, 2022: 11, 2021: 7Per-year citation counts (last 5 years)
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42Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
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| primary_location.is_published | True |
| primary_location.raw_source_name | IEEE Access |
| primary_location.landing_page_url | https://doi.org/10.1109/access.2019.2951132 |
| publication_date | 2019-01-01 |
| publication_year | 2019 |
| referenced_works | https://openalex.org/W2217321691, https://openalex.org/W2942711542, https://openalex.org/W2941901799, https://openalex.org/W2808923019, https://openalex.org/W2356166158, https://openalex.org/W2525762567, https://openalex.org/W2912183088, https://openalex.org/W2946678502, https://openalex.org/W2275307039, https://openalex.org/W2215248038, https://openalex.org/W2620539588, https://openalex.org/W2539827966, https://openalex.org/W2110014245, https://openalex.org/W2802521917, https://openalex.org/W2792705096, https://openalex.org/W2782180225, https://openalex.org/W2103588696, https://openalex.org/W2510941287, https://openalex.org/W2591914489, https://openalex.org/W2612204741, https://openalex.org/W2788980707, https://openalex.org/W1964275480, https://openalex.org/W2805855567, https://openalex.org/W2140702005, https://openalex.org/W2316772734, https://openalex.org/W2913872618, https://openalex.org/W2924323565, https://openalex.org/W1993705736, https://openalex.org/W2285029996, https://openalex.org/W2341721993, https://openalex.org/W2749076398, https://openalex.org/W2167134908, https://openalex.org/W2620913392, https://openalex.org/W2811100376, https://openalex.org/W1176164761, https://openalex.org/W2225414588, https://openalex.org/W2791569040, https://openalex.org/W2788087305, https://openalex.org/W2964461412, https://openalex.org/W2563619841, https://openalex.org/W2589821332, https://openalex.org/W2476644172 |
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