Consensus Algorithm-Based Distributed Operation of Microgrids During Grid-Connected and Islanded Modes

The existing distributed operation schemes for microgrids lack the ability to determine the power selling to the grid during normal operation mode and are unable to provide service reliability to critical loads, during islanded operation mode. In order to overcome these issues, in this study, we hav...

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Main Authors: Haesum Ali, Akhtar Hussain, Van-Hai Bui, Hak-Man Kim
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9075987/
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spelling doaj-b01cd384902d446a90cbcbece78363512021-03-30T01:39:31ZengIEEEIEEE Access2169-35362020-01-018781517816510.1109/ACCESS.2020.29894579075987Consensus Algorithm-Based Distributed Operation of Microgrids During Grid-Connected and Islanded ModesHaesum Ali0Akhtar Hussain1Van-Hai Bui2Hak-Man Kim3https://orcid.org/0000-0002-4910-4172Department of Electrical Engineering, Incheon National University, Incheon, South KoreaDepartment of Electrical Engineering, Incheon National University, Incheon, South KoreaDepartment of Electrical Engineering, Incheon National University, Incheon, South KoreaDepartment of Electrical Engineering, Incheon National University, Incheon, South KoreaThe existing distributed operation schemes for microgrids lack the ability to determine the power selling to the grid during normal operation mode and are unable to provide service reliability to critical loads, during islanded operation mode. In order to overcome these issues, in this study, we have proposed a distributed operation method for both grid-connected and islanded modes of microgrids. Unlike the existing studies, where the utility grid is considered as a dispatchable generator, the bi-directional flow of power with the grid is considered in this study. Similarly, different load agents are considered for different priority loads to assure the service reliability to the critical loads during islanding. A two-step operation method is proposed for both grid-connected and islanded mode operations. During the first step, each agent in the network shares information with its neighboring agents to determine the total load and available renewable power in the network. Whereas, in the second step, each agent in the network determines the optimal operation points based on the local information received from the neighboring agents. Moreover, a modified cost function for the battery is also proposed in this study, which utilizes the information of market price and load to enhance the battery operation. A comparison is made between the centralized method, conventional distributed method, and the proposed distributed operation method. Simulation results have proved the effectiveness of the proposed method for realizing distributed operation for microgrids in both grid-connected and islanded modes.https://ieeexplore.ieee.org/document/9075987/Consensus algorithmdistributed systemmicrogridoptimal operationwelfare function
collection DOAJ
language English
format Article
sources DOAJ
author Haesum Ali
Akhtar Hussain
Van-Hai Bui
Hak-Man Kim
spellingShingle Haesum Ali
Akhtar Hussain
Van-Hai Bui
Hak-Man Kim
Consensus Algorithm-Based Distributed Operation of Microgrids During Grid-Connected and Islanded Modes
IEEE Access
Consensus algorithm
distributed system
microgrid
optimal operation
welfare function
author_facet Haesum Ali
Akhtar Hussain
Van-Hai Bui
Hak-Man Kim
author_sort Haesum Ali
title Consensus Algorithm-Based Distributed Operation of Microgrids During Grid-Connected and Islanded Modes
title_short Consensus Algorithm-Based Distributed Operation of Microgrids During Grid-Connected and Islanded Modes
title_full Consensus Algorithm-Based Distributed Operation of Microgrids During Grid-Connected and Islanded Modes
title_fullStr Consensus Algorithm-Based Distributed Operation of Microgrids During Grid-Connected and Islanded Modes
title_full_unstemmed Consensus Algorithm-Based Distributed Operation of Microgrids During Grid-Connected and Islanded Modes
title_sort consensus algorithm-based distributed operation of microgrids during grid-connected and islanded modes
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description The existing distributed operation schemes for microgrids lack the ability to determine the power selling to the grid during normal operation mode and are unable to provide service reliability to critical loads, during islanded operation mode. In order to overcome these issues, in this study, we have proposed a distributed operation method for both grid-connected and islanded modes of microgrids. Unlike the existing studies, where the utility grid is considered as a dispatchable generator, the bi-directional flow of power with the grid is considered in this study. Similarly, different load agents are considered for different priority loads to assure the service reliability to the critical loads during islanding. A two-step operation method is proposed for both grid-connected and islanded mode operations. During the first step, each agent in the network shares information with its neighboring agents to determine the total load and available renewable power in the network. Whereas, in the second step, each agent in the network determines the optimal operation points based on the local information received from the neighboring agents. Moreover, a modified cost function for the battery is also proposed in this study, which utilizes the information of market price and load to enhance the battery operation. A comparison is made between the centralized method, conventional distributed method, and the proposed distributed operation method. Simulation results have proved the effectiveness of the proposed method for realizing distributed operation for microgrids in both grid-connected and islanded modes.
topic Consensus algorithm
distributed system
microgrid
optimal operation
welfare function
url https://ieeexplore.ieee.org/document/9075987/
work_keys_str_mv AT haesumali consensusalgorithmbaseddistributedoperationofmicrogridsduringgridconnectedandislandedmodes
AT akhtarhussain consensusalgorithmbaseddistributedoperationofmicrogridsduringgridconnectedandislandedmodes
AT vanhaibui consensusalgorithmbaseddistributedoperationofmicrogridsduringgridconnectedandislandedmodes
AT hakmankim consensusalgorithmbaseddistributedoperationofmicrogridsduringgridconnectedandislandedmodes
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