LAPSE:2023.12922
Published Article
LAPSE:2023.12922
Microgrid Energy Management System Based on Fuzzy Logic and Monitoring Platform for Data Analysis
Khaizaran Abdulhussein Al Sumarmad, Nasri Sulaiman, Noor Izzri Abdul Wahab, Hashim Hizam
February 28, 2023
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.
Keywords
energy management system, fuzzy logic, Internet of Things (IoT), microgrid, Renewable and Sustainable Energy, ThingSpeak
Suggested Citation
Sumarmad KAA, Sulaiman N, Wahab NIA, Hizam H. Microgrid Energy Management System Based on Fuzzy Logic and Monitoring Platform for Data Analysis. (2023). LAPSE:2023.12922
Author Affiliations
Sumarmad KAA: Department of Electrical and Electronic Engineering, Faculty of Engineering, University Putra Malaysia, Serdang 43400, Malaysia
Sulaiman N: Department of Electrical and Electronic Engineering, Faculty of Engineering, University Putra Malaysia, Serdang 43400, Malaysia
Wahab NIA: Department of Electrical and Electronic Engineering, Faculty of Engineering, University Putra Malaysia, Serdang 43400, Malaysia [ORCID]
Hizam H: Department of Electrical and Electronic Engineering, Faculty of Engineering, University Putra Malaysia, Serdang 43400, Malaysia
Journal Name
Energies
Volume
15
Issue
11
First Page
4125
Year
2022
Publication Date
2022-06-03
Published Version
ISSN
1996-1073
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Original Submission
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PII: en15114125, Publication Type: Journal Article
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LAPSE:2023.12922
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doi:10.3390/en15114125
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CC BY 4.0
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