Development and Application of a Real-Time Testbed for Multiagent System Interoperability: A Case Study on Hierarchical Microgrid Control
This paper presents the development and application of a real-time testbed for multiagent system interoperability. As utility independent private microgrids are installed constantly, standardized interoperability frameworks are required to define behavioral models of the individual agents for expand...
Uloženo v:
| Vydáno v: | IEEE transactions on smart grid Ročník 9; číslo 3; s. 1759 - 1768 |
|---|---|
| Hlavní autoři: | , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
IEEE
01.05.2018
|
| Témata: | |
| ISSN: | 1949-3053, 1949-3061 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | This paper presents the development and application of a real-time testbed for multiagent system interoperability. As utility independent private microgrids are installed constantly, standardized interoperability frameworks are required to define behavioral models of the individual agents for expandability and plug-and-play operation. In this paper, we propose a comprehensive hybrid agent framework combining the foundation for intelligent physical agents (FIPAs), IEC 61850, and data distribution service (DDS) standards. The IEC 61850 logical node concept is extended using FIPA-based agent communication language with application specific attributes and deliberative behavior modeling capability. The DDS middleware is adopted to enable a real-time publisher-subscriber interoperability mechanism between platforms. The proposed multi-agent framework was validated in a laboratory-based testbed involving developed intelligent electronic device prototypes and actual microgrid setups. Experimental results were demonstrated for both decentralized and distributed control approaches. Secondary and tertiary control levels of a microgrid were demonstrated for decentralized hierarchical control case study. A consensus-based economic dispatch case study was demonstrated as a distributed control example. It was shown that the developed agent platform is industrially applicable for actual smart grid field deployment. |
|---|---|
| AbstractList | This paper presents the development and application of a real-time testbed for multiagent system interoperability. As utility independent private microgrids are installed constantly, standardized interoperability frameworks are required to define behavioral models of the individual agents for expandability and plug-and-play operation. In this paper, we propose a comprehensive hybrid agent framework combining the foundation for intelligent physical agents (FIPAs), IEC 61850, and data distribution service (DDS) standards. The IEC 61850 logical node concept is extended using FIPA-based agent communication language with application specific attributes and deliberative behavior modeling capability. The DDS middleware is adopted to enable a real-time publisher-subscriber interoperability mechanism between platforms. The proposed multi-agent framework was validated in a laboratory-based testbed involving developed intelligent electronic device prototypes and actual microgrid setups. Experimental results were demonstrated for both decentralized and distributed control approaches. Secondary and tertiary control levels of a microgrid were demonstrated for decentralized hierarchical control case study. A consensus-based economic dispatch case study was demonstrated as a distributed control example. It was shown that the developed agent platform is industrially applicable for actual smart grid field deployment. |
| Author | Mohammed, Osama A. Cintuglu, Mehmet H. Youssef, Tarek |
| Author_xml | – sequence: 1 givenname: Mehmet H. orcidid: 0000-0002-0675-4589 surname: Cintuglu fullname: Cintuglu, Mehmet H. organization: Department of Electrical and Computer Engineering, Energy Systems Research Laboratory, Florida International University, Miami, FL, USA – sequence: 2 givenname: Tarek orcidid: 0000-0001-9047-9163 surname: Youssef fullname: Youssef, Tarek organization: Department of Electrical and Computer Engineering, Energy Systems Research Laboratory, Florida International University, Miami, FL, USA – sequence: 3 givenname: Osama A. orcidid: 0000-0002-2586-4046 surname: Mohammed fullname: Mohammed, Osama A. email: mohammed@fiu.edu organization: Department of Electrical and Computer Engineering, Energy Systems Research Laboratory, Florida International University, Miami, FL, USA |
| BookMark | eNp9kMFKAzEQhoNUsNbeBS95ga3JpsluvJWqbaFFsPW8pJtJjaSbJZsK-wi-tVsrPXhwLv_A8P0D3zXqVb4ChG4pGVFK5P1mPRulhIpRyqVMBb9AfSrHMmFE0N555-wKDZvmg3TDGBOp7KOvR_gE5-s9VBGrSuNJXTtbqmh9hb3BCr-CcsnG7gFvoIlb0Nj4gFcHF63aHal120TY40UVIfgagtpaZ2P7gCd4qhrA63jQLe7q5rY7hvK9q3d4Zcvgd8FqPPVVDN7doEujXAPD3xygt-enzXSeLF9mi-lkmZQsozHRRkmgwKgoc87yrKSqBMgFT400Wc6FyrrIhUk1SwVo0NpoPmaSZNJw0GyAyKm3-980AUxRB7tXoS0oKY42i85mcbRZ_NrsEPEHKW38URSDsu4_8O4EWgA4_8k4kxnJ2Dcm84aI |
| CODEN | ITSGBQ |
| CitedBy_id | crossref_primary_10_3390_en14196266 crossref_primary_10_1109_ACCESS_2020_2985254 crossref_primary_10_1109_JESTPE_2017_2695486 crossref_primary_10_3390_app8071035 crossref_primary_10_1109_TII_2019_2956734 crossref_primary_10_1109_TSG_2021_3113174 crossref_primary_10_1049_iet_gtd_2018_5454 crossref_primary_10_1109_TSG_2019_2921231 crossref_primary_10_3390_en14164941 crossref_primary_10_1109_ACCESS_2020_3049023 crossref_primary_10_1016_j_ref_2022_09_006 crossref_primary_10_1016_j_epsr_2021_107547 crossref_primary_10_1016_j_epsr_2022_108117 crossref_primary_10_1002_2050_7038_12106 crossref_primary_10_1109_ACCESS_2023_3275848 crossref_primary_10_1109_TSG_2021_3132640 crossref_primary_10_3390_electronics8101186 crossref_primary_10_3390_s21134555 crossref_primary_10_1109_MIE_2018_2789926 crossref_primary_10_1016_j_rser_2021_111020 crossref_primary_10_1016_j_tej_2019_05_016 crossref_primary_10_1109_ACCESS_2020_3009783 crossref_primary_10_1016_j_measurement_2019_107427 crossref_primary_10_1109_ACCESS_2024_3485001 crossref_primary_10_1016_j_seta_2021_101560 crossref_primary_10_1109_TPEL_2019_2957975 crossref_primary_10_1016_j_engappai_2024_108538 crossref_primary_10_1016_j_rser_2024_114953 crossref_primary_10_1016_j_isatra_2021_10_004 crossref_primary_10_3390_en12193731 crossref_primary_10_1080_01430750_2020_1722226 crossref_primary_10_1109_TII_2018_2883911 crossref_primary_10_1016_j_egyr_2022_08_178 crossref_primary_10_1109_TIA_2024_3429466 crossref_primary_10_1109_TPWRS_2019_2942583 crossref_primary_10_1016_j_ref_2024_100553 crossref_primary_10_1088_1742_6596_1267_1_012079 crossref_primary_10_3390_en16020878 crossref_primary_10_1109_TIA_2024_3371958 crossref_primary_10_1016_j_apenergy_2021_116755 crossref_primary_10_1109_TIA_2019_2938734 crossref_primary_10_1016_j_egyr_2025_06_051 crossref_primary_10_1016_j_segan_2021_100566 crossref_primary_10_1016_j_epsr_2020_106919 crossref_primary_10_1109_ACCESS_2019_2938148 crossref_primary_10_1109_ACCESS_2024_3369609 crossref_primary_10_1109_ACCESS_2018_2882678 crossref_primary_10_1109_TCST_2024_3378989 crossref_primary_10_1109_TSG_2017_2739246 crossref_primary_10_1109_TSG_2018_2867106 crossref_primary_10_1109_JIOT_2019_2902793 crossref_primary_10_1109_ACCESS_2020_3032378 crossref_primary_10_1109_JSYST_2019_2963707 crossref_primary_10_1109_TII_2024_3452235 crossref_primary_10_1109_ACCESS_2019_2924533 crossref_primary_10_1016_j_rser_2019_109523 crossref_primary_10_1002_asjc_2055 crossref_primary_10_1109_TII_2017_2785317 crossref_primary_10_2478_acss_2020_0003 crossref_primary_10_1109_ACCESS_2025_3554771 crossref_primary_10_1109_TIA_2019_2932963 crossref_primary_10_1109_TIE_2020_2972441 crossref_primary_10_1007_s10462_019_09695_7 crossref_primary_10_3390_a18070429 crossref_primary_10_1007_s43236_020_00199_0 crossref_primary_10_1016_j_egyr_2024_04_053 crossref_primary_10_1109_ACCESS_2025_3582743 crossref_primary_10_1049_iet_com_2019_0952 crossref_primary_10_1109_TIE_2019_2952803 crossref_primary_10_1088_1742_6596_2260_1_012041 crossref_primary_10_1109_ACCESS_2019_2929577 crossref_primary_10_1109_JESTIE_2021_3119998 crossref_primary_10_1016_j_epsr_2023_109355 |
| Cites_doi | 10.1109/TIE.2012.2196889 10.1109/IEEESTD.2007.4432408 10.1109/TSG.2012.2230197 10.1109/TIE.2010.2066534 10.1109/SmartGridComm.2015.7436334 10.1109/TII.2012.2222034 10.1109/TSG.2013.2295514 10.1109/PES.2011.6039822 10.3390/en5114824 10.1109/TIE.2012.2194969 10.1109/EPE.2015.7311784 10.1109/TIE.2011.2167891 10.1109/TIE.2012.2193857 10.1109/ICCVE.2013.6799774 10.1109/TPWRS.2014.2322622 10.1109/TPWRS.2007.908472 10.1109/TDC.2008.4517287 10.1109/TSG.2012.2194519 10.1109/TIE.2014.2371777 10.1109/ICDCSW.2003.1203555 10.1109/TII.2012.2219061 10.1109/TPWRS.2007.908471 10.1109/EEEIC.2015.7165544 10.1109/TPWRS.2005.852060 10.1109/TIE.2014.2356171 10.1109/SMARTGRID.2010.5622017 10.1109/ISAP.2015.7325527 10.1109/TSG.2012.2194518 10.1109/TSTE.2014.2313882 |
| ContentType | Journal Article |
| DBID | 97E RIA RIE AAYXX CITATION |
| DOI | 10.1109/TSG.2016.2599265 |
| DatabaseName | IEEE All-Society Periodicals Package (ASPP) 2005–Present IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE/IET Electronic Library CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: RIE name: IEEE/IET Electronic Library (IEL) (UW System Shared) url: https://ieeexplore.ieee.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1949-3061 |
| EndPage | 1768 |
| ExternalDocumentID | 10_1109_TSG_2016_2599265 7539707 |
| Genre | orig-research |
| GrantInformation_xml | – fundername: Office of Naval Research funderid: 10.13039/100000006 – fundername: U.S. Department of Energy funderid: 10.13039/100000015 |
| GroupedDBID | 0R~ 4.4 5VS 6IK 97E AAJGR AARMG AASAJ AAWTH ABAZT ABQJQ ABVLG ACIWK AENEX AGQYO AGSQL AHBIQ AKJIK AKQYR ALMA_UNASSIGNED_HOLDINGS ATWAV BEFXN BFFAM BGNUA BKEBE BPEOZ EBS EJD HZ~ IFIPE IPLJI JAVBF M43 O9- OCL P2P RIA RIE RNS AAYXX CITATION |
| ID | FETCH-LOGICAL-c371t-dfa9e1e316c85387c1acee8652f9f7856a7f7886f2d326ededdfd5439079f5ed3 |
| IEDL.DBID | RIE |
| ISICitedReferencesCount | 94 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000430715400021&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1949-3053 |
| IngestDate | Tue Nov 18 21:32:40 EST 2025 Sat Nov 29 03:45:51 EST 2025 Wed Aug 27 02:49:36 EDT 2025 |
| IsDoiOpenAccess | false |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 3 |
| Language | English |
| License | https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html https://doi.org/10.15223/policy-029 https://doi.org/10.15223/policy-037 |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c371t-dfa9e1e316c85387c1acee8652f9f7856a7f7886f2d326ededdfd5439079f5ed3 |
| ORCID | 0000-0002-0675-4589 0000-0001-9047-9163 0000-0002-2586-4046 |
| OpenAccessLink | https://www.osti.gov/servlets/purl/1341356 |
| PageCount | 10 |
| ParticipantIDs | crossref_primary_10_1109_TSG_2016_2599265 crossref_citationtrail_10_1109_TSG_2016_2599265 ieee_primary_7539707 |
| PublicationCentury | 2000 |
| PublicationDate | 2018-May 2018-5-00 |
| PublicationDateYYYYMMDD | 2018-05-01 |
| PublicationDate_xml | – month: 05 year: 2018 text: 2018-May |
| PublicationDecade | 2010 |
| PublicationTitle | IEEE transactions on smart grid |
| PublicationTitleAbbrev | TSG |
| PublicationYear | 2018 |
| Publisher | IEEE |
| Publisher_xml | – name: IEEE |
| References | ref13 ref12 ref15 ref36 ref14 de azevedo (ref41) 0; pp ref32 ref2 (ref35) 2003 ref1 ref39 ref17 ref38 odell (ref10) 2006 ref16 (ref34) 2016 (ref31) 2016 (ref18) 2013 dollen (ref19) 2009 (ref9) 2011 ref24 ref23 ref26 ref25 ref20 ref42 ref22 (ref33) 2016 ref21 ref43 (ref29) 2007 ref28 (ref30) 2016 bellifemine (ref11) 1999; 99 ref8 ref7 wood (ref44) 2012 ref4 ref3 ref6 ref5 haack (ref37) 2013 ref40 mackiewicz (ref27) 2006 |
| References_xml | – year: 2006 ident: ref10 publication-title: The foundation for intelligent physical agents – ident: ref2 doi: 10.1109/TIE.2012.2196889 – ident: ref22 doi: 10.1109/IEEESTD.2007.4432408 – ident: ref4 doi: 10.1109/TSG.2012.2230197 – ident: ref3 doi: 10.1109/TIE.2010.2066534 – ident: ref39 doi: 10.1109/SmartGridComm.2015.7436334 – ident: ref14 doi: 10.1109/TII.2012.2222034 – start-page: 623 year: 2006 ident: ref27 article-title: Overview of IEC 61850 and benefits publication-title: Proc Power Syst Conf Expo (PSCE) – ident: ref5 doi: 10.1109/TSG.2013.2295514 – year: 2016 ident: ref34 publication-title: High-Reliability and High-Performance Scalable Infrastructure – ident: ref25 doi: 10.1109/PES.2011.6039822 – year: 2016 ident: ref30 publication-title: High-Reliability and High-Performance Scalable Infrastructure – year: 2016 ident: ref33 publication-title: IEC 61850 stack libIEC61850 (research license) – ident: ref21 doi: 10.3390/en5114824 – start-page: 1367 year: 2013 ident: ref37 article-title: Volttron: An agent platform for the smart grid publication-title: Proc Int Conf Auton Agents and Multi Agent Syst – ident: ref1 doi: 10.1109/TIE.2012.2194969 – ident: ref43 doi: 10.1109/EPE.2015.7311784 – ident: ref16 doi: 10.1109/TIE.2011.2167891 – ident: ref6 doi: 10.1109/TIE.2012.2193857 – ident: ref36 doi: 10.1109/ICCVE.2013.6799774 – ident: ref8 doi: 10.1109/TPWRS.2014.2322622 – year: 2007 ident: ref29 publication-title: Data Distribution Service for Real-Time Systems – ident: ref24 doi: 10.1109/TPWRS.2007.908472 – start-page: 1 year: 2013 ident: ref18 publication-title: IEEE Vision for Smart Grid Communications 2030 and Beyond IEEE Vision for Smart Grid Communications 2030 and Beyond – ident: ref28 doi: 10.1109/TDC.2008.4517287 – ident: ref13 doi: 10.1109/TSG.2012.2194519 – ident: ref17 doi: 10.1109/TIE.2014.2371777 – ident: ref32 doi: 10.1109/ICDCSW.2003.1203555 – ident: ref15 doi: 10.1109/TII.2012.2219061 – ident: ref23 doi: 10.1109/TPWRS.2007.908471 – ident: ref40 doi: 10.1109/EEEIC.2015.7165544 – ident: ref26 doi: 10.1109/TPWRS.2005.852060 – year: 2012 ident: ref44 publication-title: Power Generation Operation and Control – ident: ref42 doi: 10.1109/TIE.2014.2356171 – ident: ref20 doi: 10.1109/SMARTGRID.2010.5622017 – year: 2009 ident: ref19 article-title: Report to NIST on the smart grid interoperability standards roadmap – year: 2003 ident: ref35 – ident: ref38 doi: 10.1109/ISAP.2015.7325527 – year: 2016 ident: ref31 publication-title: Open Field Message Bus (OpenFMB) – volume: pp start-page: 1 year: 0 ident: ref41 article-title: Multi-agent based optimal microgrid control using fully distributed diffusion strategy publication-title: IEEE Trans Smart Grid – ident: ref12 doi: 10.1109/TSG.2012.2194518 – volume: 99 start-page: 97 year: 1999 ident: ref11 article-title: JADE-A FIPA-compliant agent framework publication-title: Proc PAAM – ident: ref7 doi: 10.1109/TSTE.2014.2313882 – year: 2011 ident: ref9 |
| SSID | ssj0000333629 |
| Score | 2.5339794 |
| Snippet | This paper presents the development and application of a real-time testbed for multiagent system interoperability. As utility independent private microgrids... |
| SourceID | crossref ieee |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 1759 |
| SubjectTerms | DDS Decentralized control Density estimation robust algorithm distributed control FIPA IEC 61850 IEC Standards Interoperability Microgrid Microgrids multiagent Real-time systems |
| Title | Development and Application of a Real-Time Testbed for Multiagent System Interoperability: A Case Study on Hierarchical Microgrid Control |
| URI | https://ieeexplore.ieee.org/document/7539707 |
| Volume | 9 |
| WOSCitedRecordID | wos000430715400021&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVIEE databaseName: IEEE/IET Electronic Library (IEL) (UW System Shared) customDbUrl: eissn: 1949-3061 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000333629 issn: 1949-3053 databaseCode: RIE dateStart: 20100101 isFulltext: true titleUrlDefault: https://ieeexplore.ieee.org/ providerName: IEEE |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LS8NAEF5q8aAHX1WsL-bgRTBtNo_drLdS1B60iFbpLWyzu1Ioaamt0J_gv3Z2k9YeRPCUEHZDyIR83zy-GUIuI3RkI6YST6GT7CFCGy8JJPWkEbEJzIBJ10zn7YF3u0m_L54q5HqlhdFau-Iz3bCnLpevxtnchsqaSK0Ft9LxDc5ZodVaxVP8MMR_sXBJ5Mim8-NwmZX0RbP3cm_LuFgD2b4ILJKsodDaWBWHKne7_3uePbJTskdoFebeJxWdH5DttZ6CNfK1VgYEMlfQ-klRw9iAhGfkhp6VfkAPIWGgFSBxBafElVZoBUUXc3DBwvFET4tW3osbaEEbQQ9s7eEC8HadoZUvu2kqI3i0pX3v06GCdlH-fkhe72577Y5XzlvwspDTmaeMFJrqkLIMQTzhGZUIoQmLAyMMT2ImOR4SZgKFpE8rrZRRMTIanwsTaxUekWo-zvUxAR1GLNSUZlRlETqhMmKGi0FMFQ2M8f06aS7ff5qVzcjtTIxR6pwSX6RosdRaLC0tVidXqx2TohHHH2tr1lirdaWdTn6_fEq2cHNSVDGekepsOtfnZDP7nA0_phfuK_sGip_RFA |
| linkProvider | IEEE |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LS8NAEF6KCurBVxXrcw5eBNNm89hkvZVirdgW0Sq9hW12VwqlLbUV-hP8185u0tqDCJ4SwmYJmZBvHt83Q8hVgIFswGTsSAySHURo7cSeoI7QPNSe7jFhm-m8NaN2O-52-VOB3Cy1MEopSz5TZXNqa_lylM5MqqyCrjWPjHR8PQwCz83UWsuMiuv7-DfmtowcmIJ-6C_qki6vdF7uDZGLldHf557BkhUcWhmsYnGlvvu_J9ojO7n_CNXM4PukoIYHZHulq2CRfK0QgUAMJVR_itQw0iDgGb1Dx4g_oIOg0FMS0HUFq8UVRmoFWR9zsOnC0VhNsmbe81uoQg1hDwz7cA64XaNvBMx2nsoAWobc9z7pS6hlBPhD8lq_69QaTj5xwUn9iE4dqQVXVPmUpQjjcZRSgSAas9DTXEdxyESEh5hpT6Lbp6SSUssQfRo34jpU0j8ia8PRUB0TUH7AfEVpSmUaYBgqAqYj3guppJ7WrlsilcX7T9K8HbmZijFIbFji8gQtlhiLJbnFSuR6ecc4a8Xxx9qiMdZyXW6nk98vX5LNRqfVTJoP7cdTsoUbxRmn8YysTSczdU420s9p_2NyYb-4b5DG1Fs |
| 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%3Ajournal&rft.genre=article&rft.atitle=Development+and+Application+of+a+Real-Time+Testbed+for+Multiagent+System+Interoperability%3A+A+Case+Study+on+Hierarchical+Microgrid+Control&rft.jtitle=IEEE+transactions+on+smart+grid&rft.au=Cintuglu%2C+Mehmet+H.&rft.au=Youssef%2C+Tarek&rft.au=Mohammed%2C+Osama+A.&rft.date=2018-05-01&rft.pub=IEEE&rft.issn=1949-3053&rft.volume=9&rft.issue=3&rft.spage=1759&rft.epage=1768&rft_id=info:doi/10.1109%2FTSG.2016.2599265&rft.externalDocID=7539707 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1949-3053&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1949-3053&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1949-3053&client=summon |