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Implementation of Multi-Agent Energy Management for Secondary Control of a Microgrid
  • Yoldas, Yeliz ;
  • Onen, Ahmet ;
  • Alawasa, Khaled ;
  • El Haffar, Abdelsalam ;
  • Ahshan, Razzaqul ;
  • Islam, Md Rabiul ;
  • Muyeen, S. M. ;
  • Noorfatima, Nadya ;
  • Jung, Jaesung
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Publication Year
2023-01-01
Journal
2023 IEEE International Conference on Applied Superconductivity and Electromagnetic Devices, ASEMD 2023
Publisher
Institute of Electrical and Electronics Engineers Inc.
Citation
2023 IEEE International Conference on Applied Superconductivity and Electromagnetic Devices, ASEMD 2023
Keyword
Dynamic energy managementmicrogridoptimal controlsecondary control
Mesh Keyword
Control levelDynamic energy managementsMicrogridMulti agent energy managementMultiple agentsOptimal controlsPoint-basedPrimary controlSecondary controlSetpoints
All Science Classification Codes (ASJC)
Surfaces, Coatings and FilmsInstrumentationEnergy Engineering and Power TechnologyElectrical and Electronic EngineeringMechanical EngineeringElectronic, Optical and Magnetic Materials
Abstract
The multi-agent energy management system (EMS) is needed to coordinate multiple agents of a microgrid to provide efficient operation of the system. In this study, multi-agent EMS is seen as the middle controller between primary and tertiary control levels. It is responsible for determining the relevant set points based on data gathered from the tertiary control level and sending them to the appropriate primary control level agents. The main objective of this paper is to propose a new optimization model for multi-agent EMS to minimize errors between the forecasted and real-time data at every predetermined time interval. Rather than using a traditional centralized microgrid controller to determine the dispatch of resources, a new framework-based multi-agent coordination is proposed to achieve the following objectives: minimizing load shedding, maximizing load dispatch and reliability, providing frequency, and maintaining voltage stability.
Language
eng
URI
https://aurora.ajou.ac.kr/handle/2018.oak/36924
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85183600663&origin=inward
DOI
https://doi.org/10.1109/asemd59061.2023.10368896
Journal URL
http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=10368384
Type
Conference
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Department of Electrical and Computer Engineering
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