Microgrid energy management system based on fuzzy logic and monitoring platform for data analysis
Energy management and monitoring systems are significant difficulties in applying microgrids to smart homes. Thus, further research is required to address the modeling and operational parts of the system’s future results for various applications. This paper proposes a new technique for energy manage...
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| Format: | Article |
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Multidisciplinary Digital Publishing Institute
2022
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| _version_ | 1796984177801822208 |
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| author | Al Sumarmad, Khaizaran Abdulhussein Sulaiman, Nasri Abdul Wahab, Noor Izzri Hizam, Hashim |
| author_facet | Al Sumarmad, Khaizaran Abdulhussein Sulaiman, Nasri Abdul Wahab, Noor Izzri Hizam, Hashim |
| author_sort | Al Sumarmad, Khaizaran Abdulhussein |
| collection | UPM |
| description | Energy management and monitoring systems are significant difficulties in applying microgrids to smart homes. Thus, further research is required to address the modeling and operational parts of the system’s future results for various applications. This paper proposes a new technique for energy management in a microgrid using a robust control approach and the development of a platform for real-time monitoring. The developed controller is based on a fuzzy logic method used in the energy Internet paradigm with connected distributed generators (DGs) in the microgrid. The developed method regulates the power flow of the microgrid, and frequency/voltage regulation improved the load-management performance and monitoring system using the ThingSpeak platform for real-time data analysis. The MATLAB. simulation results show the feasibility and effectiveness of the proposed strategy and the introduced approach in microgrid control under various operating conditions. Additionally, the results show that the proposed monitoring platform facilitates real-time data analysis. |
| first_indexed | 2024-03-06T11:16:47Z |
| format | Article |
| id | upm.eprints-102171 |
| institution | Universiti Putra Malaysia |
| last_indexed | 2024-03-06T11:16:47Z |
| publishDate | 2022 |
| publisher | Multidisciplinary Digital Publishing Institute |
| record_format | dspace |
| spelling | upm.eprints-1021712023-06-15T21:28:08Z http://psasir.upm.edu.my/id/eprint/102171/ Microgrid energy management system based on fuzzy logic and monitoring platform for data analysis Al Sumarmad, Khaizaran Abdulhussein Sulaiman, Nasri Abdul Wahab, Noor Izzri Hizam, Hashim Energy management and monitoring systems are significant difficulties in applying microgrids to smart homes. Thus, further research is required to address the modeling and operational parts of the system’s future results for various applications. This paper proposes a new technique for energy management in a microgrid using a robust control approach and the development of a platform for real-time monitoring. The developed controller is based on a fuzzy logic method used in the energy Internet paradigm with connected distributed generators (DGs) in the microgrid. The developed method regulates the power flow of the microgrid, and frequency/voltage regulation improved the load-management performance and monitoring system using the ThingSpeak platform for real-time data analysis. The MATLAB. simulation results show the feasibility and effectiveness of the proposed strategy and the introduced approach in microgrid control under various operating conditions. Additionally, the results show that the proposed monitoring platform facilitates real-time data analysis. Multidisciplinary Digital Publishing Institute 2022-06-03 Article PeerReviewed Al Sumarmad, Khaizaran Abdulhussein and Sulaiman, Nasri and Abdul Wahab, Noor Izzri and Hizam, Hashim (2022) Microgrid energy management system based on fuzzy logic and monitoring platform for data analysis. Energies, 15 (11). art. no. 4125. pp. 1-29. ISSN 1996-1073 https://www.mdpi.com/1996-1073/15/11/4125 10.3390/en15114125 |
| spellingShingle | Al Sumarmad, Khaizaran Abdulhussein Sulaiman, Nasri Abdul Wahab, Noor Izzri Hizam, Hashim Microgrid energy management system based on fuzzy logic and monitoring platform for data analysis |
| title | Microgrid energy management system based on fuzzy logic and monitoring platform for data analysis |
| title_full | Microgrid energy management system based on fuzzy logic and monitoring platform for data analysis |
| title_fullStr | Microgrid energy management system based on fuzzy logic and monitoring platform for data analysis |
| title_full_unstemmed | Microgrid energy management system based on fuzzy logic and monitoring platform for data analysis |
| title_short | Microgrid energy management system based on fuzzy logic and monitoring platform for data analysis |
| title_sort | microgrid energy management system based on fuzzy logic and monitoring platform for data analysis |
| work_keys_str_mv | AT alsumarmadkhaizaranabdulhussein microgridenergymanagementsystembasedonfuzzylogicandmonitoringplatformfordataanalysis AT sulaimannasri microgridenergymanagementsystembasedonfuzzylogicandmonitoringplatformfordataanalysis AT abdulwahabnoorizzri microgridenergymanagementsystembasedonfuzzylogicandmonitoringplatformfordataanalysis AT hizamhashim microgridenergymanagementsystembasedonfuzzylogicandmonitoringplatformfordataanalysis |