Microgrid Communication Network Optimization During Disaster Relief: A Connectivity Rank Index Based Approach

After disasters, power is urgently needed especially for medical facilities. However, power systems as well as communication systems could be severely damaged during disasters. Thus, power restoration with limited communication resources is a critical task during disaster relief. In this paper, a no...

Full description

Saved in:
Bibliographic Details
Published in:IEEE International Conference on Industrial Technology (Online) pp. 1 - 6
Main Authors: Tian, Hengrui, Joshi, Aditya, Chow, Mo-Yuen, Zhou, Jin, Chen, Guanrong
Format: Conference Proceeding
Language:English
Published: IEEE 26.03.2025
Subjects:
Communication networks
Convergence
Disaster relief
Disasters
Energy Management System
Energy management systems
Indexes
Microgrids
Network optimization
Network topology
Numerical simulation
Optimization
Power systems
ISSN:2643-2978
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract After disasters, power is urgently needed especially for medical facilities. However, power systems as well as communication systems could be severely damaged during disasters. Thus, power restoration with limited communication resources is a critical task during disaster relief. In this paper, a novel strategy is proposed for communication network optimization in microgrid energy management system (EMS). It applies connectivity rank index (CRI) to measure the importance of edges. The proposed strategy aims to achieve fast response of energy management using least communication resources in disaster relief processes. It relies on CRI to identify redundant edges and removes them from the original network one after another iteratively. Numerical simulations were performed on a 14-node system. Results show that the convergence speed is increased by 79.12% and the communication efficiency is increased by 14.98%, demonstrating the effectiveness of the proposed strategy.
AbstractList After disasters, power is urgently needed especially for medical facilities. However, power systems as well as communication systems could be severely damaged during disasters. Thus, power restoration with limited communication resources is a critical task during disaster relief. In this paper, a novel strategy is proposed for communication network optimization in microgrid energy management system (EMS). It applies connectivity rank index (CRI) to measure the importance of edges. The proposed strategy aims to achieve fast response of energy management using least communication resources in disaster relief processes. It relies on CRI to identify redundant edges and removes them from the original network one after another iteratively. Numerical simulations were performed on a 14-node system. Results show that the convergence speed is increased by 79.12% and the communication efficiency is increased by 14.98%, demonstrating the effectiveness of the proposed strategy.
Author Tian, Hengrui
Zhou, Jin
Joshi, Aditya
Chow, Mo-Yuen
Chen, Guanrong
Author_xml – sequence: 1
  givenname: Hengrui
  surname: Tian
  fullname: Tian, Hengrui
  email: tianhengrui@sjtu.edu.cn
  organization: UM-SJTU Joint Institute, Shanghai Jiao Tong University,Shanghai,China
– sequence: 2
  givenname: Aditya
  surname: Joshi
  fullname: Joshi, Aditya
  email: asjoshi6@ncsu.edu
  organization: North Carolina State University,Department of Electrical and Computer Engineering,Raleigh,NC,USA
– sequence: 3
  givenname: Mo-Yuen
  surname: Chow
  fullname: Chow, Mo-Yuen
  email: moyuen.chow@sjtu.edu.cn
  organization: UM-SJTU Joint Institute, Shanghai Jiao Tong University,Shanghai,China
– sequence: 4
  givenname: Jin
  surname: Zhou
  fullname: Zhou, Jin
  email: jzhou@whu.edu.cn
  organization: School of Mathematics and Statistics, Wuhan University,Wuhan,China
– sequence: 5
  givenname: Guanrong
  surname: Chen
  fullname: Chen, Guanrong
  email: eegchen@cityu.edu.hk
  organization: City University of Hong Kong,Department of Electrical Engineering,Hong Kong
BookMark eNo1kF1LwzAYhaMoqHP_QDB_oDPfbbybnR-F6WDsfmTpmxm3piXN1PnrHUzhwIEHnnNxrtBZaAMgdEvJiFKi76qyWiiueD5ihMnRASnJuDxBQ53rgnMqGdWSnKJLpgTPmM6LCzTs-w9CCGeEC6EuUfPqbWzX0de4bJtmF7w1ybcBv0H6auMGz7rkG_9zhJNd9GGNJ743fYKI57D14O7x-CCHADb5T5_2eG7CBlehhm_8YHqo8bjrYmvs-zU6d2bbw_CvB2jx9LgoX7Lp7Lkqx9PMa56ymhYKCq6sUVYz5YRaSXkIE07klFglaqutqomxwpDC8hXQlXGECkel05QP0M1x1gPAsou-MXG__D-I_wJIfl3Q
ContentType Conference Proceeding
DBID 6IE
6IL
CBEJK
RIE
RIL
DOI 10.1109/ICIT63637.2025.10965235
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Xplore POP ALL
IEEE Xplore All Conference Proceedings
IEEE Electronic Library (IEL)
IEEE Proceedings Order Plans (POP All) 1998-Present
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Xplore
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISBN 9798331521950
EISSN 2643-2978
EndPage 6
ExternalDocumentID 10965235
Genre orig-research
GroupedDBID 6IE
6IF
6IL
6IN
AAJGR
AAWTH
ABLEC
ADZIZ
ALMA_UNASSIGNED_HOLDINGS
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CBEJK
CHZPO
IEGSK
OCL
RIE
RIL
ID FETCH-LOGICAL-i93t-d186e836ca6c926f46b55b5524f4710c64dc9c6d0ac4a08c3be1baf014f15f913
IEDL.DBID RIE
IngestDate Wed Apr 30 05:50:36 EDT 2025
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i93t-d186e836ca6c926f46b55b5524f4710c64dc9c6d0ac4a08c3be1baf014f15f913
PageCount 6
ParticipantIDs ieee_primary_10965235
PublicationCentury 2000
PublicationDate 2025-March-26
PublicationDateYYYYMMDD 2025-03-26
PublicationDate_xml – month: 03
  year: 2025
  text: 2025-March-26
  day: 26
PublicationDecade 2020
PublicationTitle IEEE International Conference on Industrial Technology (Online)
PublicationTitleAbbrev ICIT
PublicationYear 2025
Publisher IEEE
Publisher_xml – name: IEEE
SSID ssj0003203446
Score 1.903224
Snippet After disasters, power is urgently needed especially for medical facilities. However, power systems as well as communication systems could be severely damaged...
SourceID ieee
SourceType Publisher
StartPage 1
SubjectTerms Communication networks
Convergence
Disaster relief
Disasters
Energy Management System
Energy management systems
Indexes
Microgrids
Network optimization
Network topology
Numerical simulation
Optimization
Power systems
Title Microgrid Communication Network Optimization During Disaster Relief: A Connectivity Rank Index Based Approach
URI https://ieeexplore.ieee.org/document/10965235
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3LSgMxFA22uNCNr4pvsnA7dWaSuTNxV1uLBa1FinRX8pShdCp9-P0mmWm1CxdCFiEkEBKSw03OORehWx5xY4R27Kk0DFyq-4BZnApIEsZCEnsre5Xr-3Pa72ejERtUYnWvhdFae_KZbrqq_8tXM7lyT2X2hDOwgVNSQ7U0hVKstXlQIbFzr4OKw2W73vXavSEQIKkNA-OkuR69lUfFw0j34J8TOESNH0EeHmyg5gjt6OIY7f_yEjxB0xdHrfuY5wpviT5wvyR641d7OUwr1SXueHUi7uQL7pwSsGMma3OPW9gzX2SZUwK_8WKCe85QET9YuFO4VVmQN9Cw-zhsPwVVLoUgZ2QZqCgDnRGQHCSLwVAQSWJLTI1Fp1ACVZJJUCGXlIeZJEJHghsbP5koMSwip6hezAp9hrDilEobuQHlgoqYiowmHCKl3HCj-TlquIUbf5ZuGeP1ml380X6J9tz2OF5XDFeovpyv9DXalV_LfDG_8Xv8DdqEqUE
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3LS8MwHA46BfXia-LbHLx2tnmt9TanY8WtDimy28hTiqyTPfz7TdpuuoMHIYcQEggJyccv-b7vB8AtD7gxQjv2VNP3XKp7L7I45WHqIyGxvZULletbr5kk4XAYDSqxeqGF0VoX5DPdcNXiL19N5MI9ldkTHjEbONFNsEUJQX4p11o9qWDk_OtYxeKyne_idpwyzHDTBoKINpbj1zKpFEDS2f_nFA5A_UeSBwcrsDkEGzo_Anu_3ASPwbjvyHXv00zBNdkHTEqqN3yx18O40l3Cx0KfCB-zGXdeCdBxk7W5hy1YcF9kmVUCvvL8A8bOUhE-WMBTsFWZkNdB2nlK212vyqbgZRGeeyoImQ4xk5zJCDFDmKDUFkSMxSdfMqJkJJnyuSTcDyUWOhDc2AjKBNREAT4BtXyS61MAFSdE2tiNES6IQESEhHIWKOWGG83PQN0t3Oiz9MsYLdfs_I_2G7DTTfu9US9Oni_Artsqx_JC7BLU5tOFvgLb8muezabXxX5_A9OvrIg
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=IEEE+International+Conference+on+Industrial+Technology+%28Online%29&rft.atitle=Microgrid+Communication+Network+Optimization+During+Disaster+Relief%3A+A+Connectivity+Rank+Index+Based+Approach&rft.au=Tian%2C+Hengrui&rft.au=Joshi%2C+Aditya&rft.au=Chow%2C+Mo-Yuen&rft.au=Zhou%2C+Jin&rft.date=2025-03-26&rft.pub=IEEE&rft.eissn=2643-2978&rft.spage=1&rft.epage=6&rft_id=info:doi/10.1109%2FICIT63637.2025.10965235&rft.externalDocID=10965235