Microgrid Systems: Towards a Technical Performance Assessment Frame

A microgrid is an independent power system that can be connected to the grid or operated in an islanded mode. This single grid entity is widely used for furthering access to energy and ensuring reliable energy supply. However, if islanded, microgrids do not benefit from the high inertia of the main...

Full description

Saved in:
Bibliographic Details
Published inEnergies (Basel) Vol. 14; no. 8; p. 2161
Main Authors Marchand, Sophie, Monsalve, Cristian, Reimann, Thorsten, Heckmann, Wolfram, Ungerland, Jakob, Lauer, Hagen, Ruhe, Stephan, Krauß, Christoph
Format Journal Article
LanguageEnglish
Published MDPI AG 01.04.2021
Subjects
Online AccessGet full text
ISSN1996-1073
1996-1073
DOI10.3390/en14082161

Cover

Abstract A microgrid is an independent power system that can be connected to the grid or operated in an islanded mode. This single grid entity is widely used for furthering access to energy and ensuring reliable energy supply. However, if islanded, microgrids do not benefit from the high inertia of the main grid and can be subject to high variations in terms of voltage and frequency, which challenge their stability. In addition, operability and interoperability requirements, standards as well as directives have addressed main concerns regarding a microgrid’s reliability, use of distributed local resources and cybersecurity. Nevertheless, microgrid systems are quickly evolving through digitalization and have a large range of applications. Thus, a consensus over their testing must be further developed with the current technological development. Here, we describe existing technical requirements and assessment criteria for a microgrid’s main functionalities to foster harmonization of functionality-level testing and an international conception of system-level one. This framework is proposed as a reference document for assessment frame development serving both microgrid research and implementation for a comprehensive understanding of technical microgrid performance and its current assessment challenges, such as lack of standardization and evolving technology.
AbstractList A microgrid is an independent power system that can be connected to the grid or operated in an islanded mode. This single grid entity is widely used for furthering access to energy and ensuring reliable energy supply. However, if islanded, microgrids do not benefit from the high inertia of the main grid and can be subject to high variations in terms of voltage and frequency, which challenge their stability. In addition, operability and interoperability requirements, standards as well as directives have addressed main concerns regarding a microgrid’s reliability, use of distributed local resources and cybersecurity. Nevertheless, microgrid systems are quickly evolving through digitalization and have a large range of applications. Thus, a consensus over their testing must be further developed with the current technological development. Here, we describe existing technical requirements and assessment criteria for a microgrid’s main functionalities to foster harmonization of functionality-level testing and an international conception of system-level one. This framework is proposed as a reference document for assessment frame development serving both microgrid research and implementation for a comprehensive understanding of technical microgrid performance and its current assessment challenges, such as lack of standardization and evolving technology.
Author Heckmann, Wolfram
Ungerland, Jakob
Marchand, Sophie
Krauß, Christoph
Lauer, Hagen
Ruhe, Stephan
Monsalve, Cristian
Reimann, Thorsten
Author_xml – sequence: 1
  givenname: Sophie
  orcidid: 0000-0003-2403-1795
  surname: Marchand
  fullname: Marchand, Sophie
– sequence: 2
  givenname: Cristian
  surname: Monsalve
  fullname: Monsalve, Cristian
– sequence: 3
  givenname: Thorsten
  orcidid: 0000-0002-3436-545X
  surname: Reimann
  fullname: Reimann, Thorsten
– sequence: 4
  givenname: Wolfram
  orcidid: 0000-0002-1576-2046
  surname: Heckmann
  fullname: Heckmann, Wolfram
– sequence: 5
  givenname: Jakob
  orcidid: 0000-0002-1796-8101
  surname: Ungerland
  fullname: Ungerland, Jakob
– sequence: 6
  givenname: Hagen
  surname: Lauer
  fullname: Lauer, Hagen
– sequence: 7
  givenname: Stephan
  surname: Ruhe
  fullname: Ruhe, Stephan
– sequence: 8
  givenname: Christoph
  surname: Krauß
  fullname: Krauß, Christoph
BookMark eNptUMFKw0AQXaSCtfbiF-QsVHeyu0nWWylWCxUF63mZbCZ1S5KV3YD0741WUcS5vGGY997MO2WjznfE2DnwSyE0v6IOJC9SyOCIjUHrbAY8F6Nf_QmbxrjjQwkBQogxW9w7G_w2uCp52see2nidbPwbhiommGzIvnTOYpM8Uqh9aLGzlMxjpBhb6vpkGbClM3ZcYxNp-oUT9ry82SzuZuuH29Vivp7ZwaqfoVZQlKnSiKnKtVIWpSh1rsrMFmWVViBrQUWFA3JIFZRQ5CXPJWUpVjWKCVsddCuPO_MaXIthbzw68znwYWsw9M42ZCxHApJC5bWUsihKKUhrQFVaATq1gxY_aA3fxxioNtb12Dvf9QFdY4Cbj0zNT6YD5eIP5fuEf5bfAa9md9I
CitedBy_id crossref_primary_10_3390_su14010126
crossref_primary_10_1016_j_adapen_2022_100083
crossref_primary_10_1016_j_ijepes_2024_110063
crossref_primary_10_1080_15325008_2024_2345217
crossref_primary_10_18822_byusu20220167_78
crossref_primary_10_3390_en15082860
crossref_primary_10_3390_electronics12112471
crossref_primary_10_2139_ssrn_3998651
crossref_primary_10_3390_en15218089
crossref_primary_10_1016_j_asej_2023_102123
crossref_primary_10_1109_ACCESS_2022_3215434
Cites_doi 10.1016/j.rser.2015.11.064
10.1109/ISGT.2012.6175748
10.1109/ICARCV.2018.8581312
10.4236/jpee.2016.44003
10.1109/TII.2011.2158841
10.1109/TSTE.2017.2692754
10.1109/TSG.2017.2731217
10.1016/j.rser.2014.01.016
10.1016/j.rser.2017.05.234
10.1016/j.solener.2019.09.034
10.1109/SEGE.2013.6707934
10.1109/TSG.2012.2203341
10.1109/CICN.2019.8902364
10.1109/EEEIC.2019.8783746
10.1109/ICIW.2010.28
10.1109/TSG.2013.2295514
10.1109/ACCESS.2015.2443119
10.1109/PES.2008.4596357
10.1109/EPE.2018.8395998
10.1016/j.rser.2016.05.089
10.1016/j.apenergy.2015.10.081
10.1016/j.scs.2017.08.009
10.1109/TPWRS.2019.2925703
10.1109/PCITC.2015.7438096
10.1109/JPROC.2017.2669342
10.1109/SURV.2011.122111.00145
10.1007/978-3-319-16486-1_31
10.1109/TIE.2012.2192893
10.1016/j.energy.2005.10.005
10.1080/00207720110067421
10.1109/IWIES.2013.6698583
10.1109/PCT.2007.4538384
10.1109/SEDST.2015.7315197
10.1109/ISGTEurope.2017.8260284
10.1109/PTC.2019.8810711
10.1007/s00450-017-0360-9
10.1016/j.rser.2010.09.041
10.1016/j.energy.2017.01.113
10.1109/ACCESS.2019.2946265
10.1109/SP.2019.00084
10.1109/ICPE.2015.7167944
10.1109/ECCE.2014.6953987
10.1109/PES.2011.6039416
10.1145/2093548.2093564
10.1109/SmartGridComm.2013.6688001
10.1109/TSG.2018.2870600
10.3390/en11030596
10.1109/ACCESS.2018.2826923
10.2172/885983
10.14722/diss.2018.23012
10.1016/j.rser.2011.07.116
10.1109/TSG.2016.2535228
10.1109/THS.2011.6107877
10.5772/intechopen.86431
10.1109/COMST.2019.2908266
10.1109/UPEC.2018.8542090
10.1007/s40565-019-0528-3
10.1016/j.rser.2017.05.207
10.1109/TSG.2012.2197425
10.1109/MSP.2010.49
10.1109/SMARTGRID.2010.5622064
10.1109/LCN.2010.5735674
10.1016/j.epsr.2018.11.016
10.1109/MELE.2013.2297031
10.1109/COMST.2019.2899354
10.1049/ic.2015.0241
10.1007/s12046-017-0659-z
10.1109/ACCESS.2018.2852941
10.1016/j.epsr.2016.06.027
10.1016/j.solener.2016.06.069
10.1109/TSG.2017.2771146
10.1007/978-3-642-11405-2_3
10.1016/j.rser.2015.07.194
10.1016/j.enconman.2017.11.019
10.1109/IREC.2019.8754511
10.2172/611970
10.1109/ICEPE.2018.8559892
10.1186/s42400-019-0038-7
10.1016/j.jss.2012.12.025
10.1109/INDICON.2015.7443389
10.1109/TSG.2010.2046347
10.1016/j.rser.2014.07.198
10.1007/978-1-4899-1860-4
10.1109/TPEL.2010.2066990
10.1109/TSG.2017.2682924
10.3390/en12112156
10.1109/PES.2007.385702
10.1109/ISGTEurope.2012.6465699
10.1109/TPWRS.2013.2249539
10.1109/EPEC.2016.7771717
10.1109/MSECP.2004.1281254
10.1109/JPROC.2017.2687865
ContentType Journal Article
DBID AAYXX
CITATION
DOA
DOI 10.3390/en14082161
DatabaseName CrossRef
DOAJ Open Access Full Text
DatabaseTitle CrossRef
DatabaseTitleList
CrossRef
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Open Access Full Text
  url: https://www.doaj.org/
  sourceTypes: Open Website
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1996-1073
ExternalDocumentID oai_doaj_org_article_c0ae1e4357f44488b43e991a5bc3192c
10_3390_en14082161
GroupedDBID 29G
2WC
2XV
5GY
5VS
7XC
8FE
8FG
8FH
AADQD
AAHBH
AAYXX
ABDBF
ACUHS
ADBBV
ADMLS
AENEX
AFKRA
AFZYC
ALMA_UNASSIGNED_HOLDINGS
BCNDV
BENPR
CCPQU
CITATION
CS3
DU5
EBS
ESX
FRP
GROUPED_DOAJ
GX1
I-F
IAO
ITC
KQ8
L6V
L8X
MODMG
M~E
OK1
OVT
P2P
PHGZM
PHGZT
PIMPY
PROAC
TR2
TUS
PUEGO
ID FETCH-LOGICAL-c333t-a9518b259aa257955ca43b975b6c8bd2d14f3e8da14f01251b187b074e62adfa3
IEDL.DBID DOA
ISSN 1996-1073
IngestDate Wed Aug 27 01:30:57 EDT 2025
Tue Jul 01 01:17:58 EDT 2025
Thu Apr 24 22:56:02 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 8
Language English
License https://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c333t-a9518b259aa257955ca43b975b6c8bd2d14f3e8da14f01251b187b074e62adfa3
ORCID 0000-0003-2403-1795
0000-0002-1576-2046
0000-0002-1796-8101
0000-0002-3436-545X
OpenAccessLink https://doaj.org/article/c0ae1e4357f44488b43e991a5bc3192c
ParticipantIDs doaj_primary_oai_doaj_org_article_c0ae1e4357f44488b43e991a5bc3192c
crossref_citationtrail_10_3390_en14082161
crossref_primary_10_3390_en14082161
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2021-04-01
PublicationDateYYYYMMDD 2021-04-01
PublicationDate_xml – month: 04
  year: 2021
  text: 2021-04-01
  day: 01
PublicationDecade 2020
PublicationTitle Energies (Basel)
PublicationYear 2021
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References ref_92
Panteli (ref_108) 2016; 7
ref_14
ref_13
ref_12
ref_10
Alshehri (ref_36) 2019; 7
ref_97
Majzoobi (ref_50) 2017; 123
ref_96
ref_19
ref_18
ref_17
Sobri (ref_71) 2018; 156
Bouzid (ref_34) 2019; 168
Vashishtha (ref_78) 2006; 31
Metke (ref_95) 2010; 1
Laaksonen (ref_44) 2010; 25
ref_25
Lidula (ref_11) 2011; 15
ref_24
ref_23
ref_120
ref_22
Liu (ref_103) 2012; 14
ref_21
ref_20
ref_27
Najy (ref_40) 2013; 60
Unamuno (ref_122) 2015; 52
ref_26
Kueck (ref_60) 2004; 142
Khraisat (ref_91) 2019; 2
ref_72
ref_70
ref_79
Bidram (ref_67) 2012; 3
Palensky (ref_74) 2011; 7
ref_76
ref_73
Samadi (ref_87) 2012; 3
ref_83
Nowotarski (ref_81) 2018; 81
ref_89
ref_88
Che (ref_45) 2014; 2
ref_86
ref_85
Neves (ref_119) 2018; 30
Farrokhabadi (ref_15) 2020; 35
Moreira (ref_37) 2018; 9
Olivares (ref_7) 2014; 5
Alramlawi (ref_31) 2019; 193
ref_58
ref_57
Hooshyar (ref_47) 2017; 105
ref_56
ref_55
Stadler (ref_48) 2016; 162
ref_52
Hosseini (ref_41) 2016; 64
Kumar (ref_115) 2019; 21
Contreras (ref_51) 2019; 7
ref_59
Basu (ref_54) 2011; 15
Kuster (ref_80) 2017; 35
ref_61
Palizban (ref_53) 2014; 36
ref_68
Ryan (ref_94) 2013; 86
ref_66
ref_65
ref_64
ref_63
ref_62
Soshinskaya (ref_8) 2014; 40
Das (ref_16) 2017; 42
McGraw (ref_99) 2004; 2
Kow (ref_35) 2016; 56
ref_114
Bagheri (ref_29) 2018; 6
Khurana (ref_93) 2010; 8
ref_116
Mengelkamp (ref_117) 2018; 33
Yazdavar (ref_33) 2019; 10
ref_118
ref_111
Solanki (ref_121) 2017; 8
Wang (ref_84) 2013; 28
ref_110
ref_113
ref_112
ref_39
ref_38
Parhizi (ref_46) 2015; 3
Rehmani (ref_98) 2019; 21
ref_106
ref_105
ref_107
ref_109
Meyabadi (ref_69) 2017; 80
Li (ref_90) 2017; 105
Ravikumar (ref_30) 2016; 140
ref_43
Alfares (ref_82) 2002; 33
ref_100
ref_42
ref_102
ref_101
ref_1
ref_3
Dehghanpour (ref_104) 2019; 10
ref_2
ref_49
ref_9
Vinayagam (ref_28) 2006; 4
ref_5
Dong (ref_32) 2018; 6
ref_4
Antonanzas (ref_75) 2016; 136
Han (ref_77) 2018; 9
ref_6
References_xml – volume: 56
  start-page: 334
  year: 2016
  ident: ref_35
  article-title: A review on performance of artificial intelligence and conventional method in mitigating PV grid-tied related power quality events
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2015.11.064
– ident: ref_9
  doi: 10.1109/ISGT.2012.6175748
– ident: ref_73
  doi: 10.1109/ICARCV.2018.8581312
– volume: 4
  start-page: 17
  year: 2006
  ident: ref_28
  article-title: Power Quality Analysis in Microgrid: An Experimental Approach
  publication-title: J. Power Energy Eng.
  doi: 10.4236/jpee.2016.44003
– ident: ref_100
– volume: 7
  start-page: 381
  year: 2011
  ident: ref_74
  article-title: Demand side management: Demand response, intelligent energy systems, and smart loads
  publication-title: IEEE Trans. Ind. Inform.
  doi: 10.1109/TII.2011.2158841
– volume: 8
  start-page: 1507
  year: 2017
  ident: ref_121
  article-title: A Sustainable Energy Management System for Isolated Microgrids
  publication-title: IEEE Trans. Sustain. Energy
  doi: 10.1109/TSTE.2017.2692754
– volume: 10
  start-page: 29
  year: 2019
  ident: ref_33
  article-title: A Novel Decentralized Control Scheme for Enhanced Nonlinear Load Sharing and Power Quality in Islanded Microgrids
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2017.2731217
– volume: 36
  start-page: 428
  year: 2014
  ident: ref_53
  article-title: Microgrids in active network management—Part I: Hierarchical control, energy storage, virtual power plants, and market participation
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2014.01.016
– volume: 81
  start-page: 1548
  year: 2018
  ident: ref_81
  article-title: Recent advances in electricity price forecasting: A review of probabilistic forecasting
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2017.05.234
– volume: 193
  start-page: 529
  year: 2019
  ident: ref_31
  article-title: Predictive active-reactive optimal power dispatch in PV-battery-diesel microgrid considering reactive power and battery lifetime costs
  publication-title: Sol. Energy
  doi: 10.1016/j.solener.2019.09.034
– ident: ref_4
– ident: ref_56
– ident: ref_27
– ident: ref_120
– ident: ref_83
  doi: 10.1109/SEGE.2013.6707934
– volume: 3
  start-page: 1170
  year: 2012
  ident: ref_87
  article-title: Advanced demand side management for the future smart grid using mechanism design
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2012.2203341
– ident: ref_10
– ident: ref_88
  doi: 10.1109/CICN.2019.8902364
– ident: ref_14
  doi: 10.1109/EEEIC.2019.8783746
– ident: ref_102
  doi: 10.1109/ICIW.2010.28
– volume: 5
  start-page: 1905
  year: 2014
  ident: ref_7
  article-title: Trends in microgrid control
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2013.2295514
– volume: 3
  start-page: 890
  year: 2015
  ident: ref_46
  article-title: State of the Art in Research on Microgrids: A Review
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2015.2443119
– ident: ref_55
  doi: 10.1109/PES.2008.4596357
– ident: ref_59
– ident: ref_13
  doi: 10.1109/EPE.2018.8395998
– volume: 64
  start-page: 174
  year: 2016
  ident: ref_41
  article-title: An overview of microgrid protection methods and the factors involved
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2016.05.089
– ident: ref_3
– volume: 162
  start-page: 980
  year: 2016
  ident: ref_48
  article-title: Value streams in microgrids: A literature review
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2015.10.081
– volume: 35
  start-page: 257
  year: 2017
  ident: ref_80
  article-title: Electrical load forecasting models: A critical systematic review
  publication-title: Sustain. Cities Soc.
  doi: 10.1016/j.scs.2017.08.009
– ident: ref_86
– volume: 35
  start-page: 13
  year: 2020
  ident: ref_15
  article-title: Microgrid Stability Definitions, Analysis, and Examples
  publication-title: IEEE Trans. Power Syst.
  doi: 10.1109/TPWRS.2019.2925703
– ident: ref_39
  doi: 10.1109/PCITC.2015.7438096
– volume: 105
  start-page: 1332
  year: 2017
  ident: ref_47
  article-title: Microgrid Protection
  publication-title: Proc. IEEE
  doi: 10.1109/JPROC.2017.2669342
– volume: 14
  start-page: 981
  year: 2012
  ident: ref_103
  article-title: Cyber Security and Privacy Issues in Smart Grids
  publication-title: IEEE Commun. Surv. Tutor.
  doi: 10.1109/SURV.2011.122111.00145
– ident: ref_113
  doi: 10.1007/978-3-319-16486-1_31
– volume: 60
  start-page: 1668
  year: 2013
  ident: ref_40
  article-title: Optimal protection coordination for microgrids with grid-connected and islanded capability
  publication-title: IEEE Trans. Ind. Electron.
  doi: 10.1109/TIE.2012.2192893
– volume: 31
  start-page: 2210
  year: 2006
  ident: ref_78
  article-title: Multicriteria evaluation of demand side management (DSM) implementation strategies in the Indian power sector
  publication-title: Energy
  doi: 10.1016/j.energy.2005.10.005
– ident: ref_106
– volume: 33
  start-page: 23
  year: 2002
  ident: ref_82
  article-title: Electric load forecasting: Literature survey and classification of methods
  publication-title: Int. J. Syst. Sci.
  doi: 10.1080/00207720110067421
– ident: ref_118
  doi: 10.1109/IWIES.2013.6698583
– ident: ref_6
– ident: ref_52
  doi: 10.1109/PCT.2007.4538384
– ident: ref_1
  doi: 10.1109/SEDST.2015.7315197
– ident: ref_112
– ident: ref_43
  doi: 10.1109/ISGTEurope.2017.8260284
– ident: ref_92
  doi: 10.1109/PTC.2019.8810711
– ident: ref_64
– volume: 33
  start-page: 207
  year: 2018
  ident: ref_117
  article-title: A blockchain-based smart grid: Towards sustainable local energy markets
  publication-title: Comput. Sci. Dev.
  doi: 10.1007/s00450-017-0360-9
– volume: 15
  start-page: 186
  year: 2011
  ident: ref_11
  article-title: Microgrids research: A review of experimental microgrids and test systems
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2010.09.041
– volume: 123
  start-page: 555
  year: 2017
  ident: ref_50
  article-title: Application of microgrids in providing ancillary services to the utility grid
  publication-title: Energy
  doi: 10.1016/j.energy.2017.01.113
– volume: 7
  start-page: 147314
  year: 2019
  ident: ref_36
  article-title: Power Quality Improvement in Microgrids Under Critical Disturbances Using an Intelligent Decoupled Control Strategy Based on Battery Energy Storage System
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2019.2946265
– ident: ref_114
  doi: 10.1109/SP.2019.00084
– ident: ref_18
  doi: 10.1109/ICPE.2015.7167944
– ident: ref_17
  doi: 10.1109/ECCE.2014.6953987
– ident: ref_70
– ident: ref_96
  doi: 10.1109/PES.2011.6039416
– ident: ref_101
  doi: 10.1145/2093548.2093564
– ident: ref_19
– ident: ref_22
– ident: ref_107
  doi: 10.1109/SmartGridComm.2013.6688001
– volume: 10
  start-page: 2312
  year: 2019
  ident: ref_104
  article-title: A Survey on State Estimation Techniques and Challenges in Smart Distribution Systems
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2018.2870600
– ident: ref_72
  doi: 10.3390/en11030596
– volume: 6
  start-page: 30903
  year: 2018
  ident: ref_32
  article-title: A Comprehensive Strategy for Power Quality Improvement of Multi-Inverter-Based Microgrid With Mixed Loads
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2018.2826923
– ident: ref_61
  doi: 10.2172/885983
– ident: ref_5
– ident: ref_97
  doi: 10.14722/diss.2018.23012
– ident: ref_26
– volume: 15
  start-page: 4348
  year: 2011
  ident: ref_54
  article-title: Microgrids: Energy management by strategic deployment of DERs—A comprehensive survey
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2011.07.116
– volume: 7
  start-page: 2913
  year: 2016
  ident: ref_108
  article-title: Boosting the power grid resilience to extreme weather events using defensive islanding
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2016.2535228
– ident: ref_109
  doi: 10.1109/THS.2011.6107877
– ident: ref_49
  doi: 10.5772/intechopen.86431
– volume: 21
  start-page: 2637
  year: 2019
  ident: ref_98
  article-title: Software Defined Networks-Based Smart Grid Communication: A Comprehensive Survey
  publication-title: IEEE Commun. Surv. Tutor.
  doi: 10.1109/COMST.2019.2908266
– ident: ref_25
  doi: 10.1109/UPEC.2018.8542090
– volume: 7
  start-page: 862
  year: 2019
  ident: ref_51
  article-title: Optimal microgrid planning for enhancing ancillary service provision
  publication-title: J. Mod. Power Syst. Clean Energy
  doi: 10.1007/s40565-019-0528-3
– volume: 142
  start-page: 47
  year: 2004
  ident: ref_60
  article-title: Voltage Regulation: Tapping Distributed Energy Resources: Reactive Power Is the Key to an Efficient and Reliable Grid
  publication-title: Public Util. Fortn.
– ident: ref_23
– volume: 80
  start-page: 367
  year: 2017
  ident: ref_69
  article-title: A review of demand-side management: Reconsidering theoretical framework
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2017.05.207
– ident: ref_58
– volume: 3
  start-page: 1963
  year: 2012
  ident: ref_67
  article-title: Hierarchical structure of microgrids control system
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2012.2197425
– volume: 8
  start-page: 81
  year: 2010
  ident: ref_93
  article-title: Smart-grid security issues
  publication-title: IEEE Secur. Priv.
  doi: 10.1109/MSP.2010.49
– ident: ref_116
  doi: 10.1109/SMARTGRID.2010.5622064
– ident: ref_79
  doi: 10.1109/LCN.2010.5735674
– volume: 168
  start-page: 146
  year: 2019
  ident: ref_34
  article-title: A novel Decoupled Trigonometric Saturated droop controller for power sharing in islanded low-voltage microgrids
  publication-title: Electr. Power Syst. Res.
  doi: 10.1016/j.epsr.2018.11.016
– volume: 30
  start-page: 209
  year: 2018
  ident: ref_119
  article-title: Comparison of different demand response optimization goals on an isolated microgrid
  publication-title: Sustain. Energy Technol. Assess.
– volume: 2
  start-page: 66
  year: 2014
  ident: ref_45
  article-title: Adaptive Protection System for Microgrids: Protection practices of a functional microgrid system
  publication-title: IEEE Electrif. Mag.
  doi: 10.1109/MELE.2013.2297031
– volume: 21
  start-page: 2886
  year: 2019
  ident: ref_115
  article-title: Smart grid metering networks: A survey on security, privacy and open research issues
  publication-title: IEEE Commun. Surv. Tutor.
  doi: 10.1109/COMST.2019.2899354
– ident: ref_66
– ident: ref_85
  doi: 10.1049/ic.2015.0241
– volume: 42
  start-page: 1239
  year: 2017
  ident: ref_16
  article-title: Transition between grid-connected mode and islanded mode in VSI-fed microgrids
  publication-title: Sādhanā
  doi: 10.1007/s12046-017-0659-z
– ident: ref_110
– volume: 6
  start-page: 38986
  year: 2018
  ident: ref_29
  article-title: Enhancing Power Quality in Microgrids With a New Online Control Strategy for DSTATCOM Using Reinforcement Learning Algorithm
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2018.2852941
– volume: 140
  start-page: 147
  year: 2016
  ident: ref_30
  article-title: A simple modular multilevel inverter topology for the power quality improvement in renewable energy based green building microgrids
  publication-title: Electr. Power Syst. Res.
  doi: 10.1016/j.epsr.2016.06.027
– volume: 136
  start-page: 78
  year: 2016
  ident: ref_75
  article-title: Review of photovoltaic power forecasting
  publication-title: Sol. Energy
  doi: 10.1016/j.solener.2016.06.069
– ident: ref_20
– volume: 9
  start-page: 6951
  year: 2018
  ident: ref_37
  article-title: Intelligent Expert System for Power Quality Improvement Under Distorted and Unbalanced Conditions in Three-Phase AC Microgrids
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2017.2771146
– ident: ref_111
  doi: 10.1007/978-3-642-11405-2_3
– volume: 52
  start-page: 1251
  year: 2015
  ident: ref_122
  article-title: Hybrid ac/dc microgrids—Part I: Review and classification of topologies
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2015.07.194
– ident: ref_24
– volume: 156
  start-page: 459
  year: 2018
  ident: ref_71
  article-title: Solar photovoltaic generation forecasting methods: A review
  publication-title: Energy Convers. Manag.
  doi: 10.1016/j.enconman.2017.11.019
– ident: ref_12
  doi: 10.1109/IREC.2019.8754511
– ident: ref_21
– ident: ref_65
  doi: 10.2172/611970
– ident: ref_42
  doi: 10.1109/ICEPE.2018.8559892
– volume: 2
  start-page: 384
  year: 2019
  ident: ref_91
  article-title: Survey of intrusion detection systems: Techniques, datasets and challenges
  publication-title: Cybersecurity
  doi: 10.1186/s42400-019-0038-7
– volume: 86
  start-page: 2263
  year: 2013
  ident: ref_94
  article-title: Cloud computing security: The scientific challenge, and a survey of solutions
  publication-title: J. Syst. Softw.
  doi: 10.1016/j.jss.2012.12.025
– ident: ref_38
  doi: 10.1109/INDICON.2015.7443389
– volume: 1
  start-page: 99
  year: 2010
  ident: ref_95
  article-title: Security Technology for Smart Grid Networks
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2010.2046347
– volume: 40
  start-page: 659
  year: 2014
  ident: ref_8
  article-title: Microgrids: Experiences, barriers and success factors
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2014.07.198
– ident: ref_2
– ident: ref_63
  doi: 10.1007/978-1-4899-1860-4
– volume: 25
  start-page: 2910
  year: 2010
  ident: ref_44
  article-title: Protection principles for future microgrids
  publication-title: IEEE Trans. Power Electron.
  doi: 10.1109/TPEL.2010.2066990
– volume: 9
  start-page: 5185
  year: 2018
  ident: ref_77
  article-title: Taxonomy for Evaluation of Distributed Control Strategies for Distributed Energy Resources
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2017.2682924
– ident: ref_68
  doi: 10.3390/en12112156
– ident: ref_62
  doi: 10.1109/PES.2007.385702
– ident: ref_105
– ident: ref_76
  doi: 10.1109/ISGTEurope.2012.6465699
– ident: ref_57
– volume: 28
  start-page: 2852
  year: 2013
  ident: ref_84
  article-title: New metrics for assessing the reliability and economics of microgrids in distribution system
  publication-title: IEEE Trans. Power Syst.
  doi: 10.1109/TPWRS.2013.2249539
– ident: ref_89
  doi: 10.1109/EPEC.2016.7771717
– volume: 2
  start-page: 80
  year: 2004
  ident: ref_99
  article-title: Software security
  publication-title: IEEE Secur. Priv.
  doi: 10.1109/MSECP.2004.1281254
– volume: 105
  start-page: 1367
  year: 2017
  ident: ref_90
  article-title: Cybersecurity in Distributed Power Systems
  publication-title: Proc. IEEE
  doi: 10.1109/JPROC.2017.2687865
SSID ssj0000331333
Score 2.3273203
SecondaryResourceType review_article
Snippet A microgrid is an independent power system that can be connected to the grid or operated in an islanded mode. This single grid entity is widely used for...
SourceID doaj
crossref
SourceType Open Website
Enrichment Source
Index Database
StartPage 2161
SubjectTerms assessment
cybersecurity
distributed energy resources
microgrid
performance metrics
reliability
Title Microgrid Systems: Towards a Technical Performance Assessment Frame
URI https://doaj.org/article/c0ae1e4357f44488b43e991a5bc3192c
Volume 14
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAFT
  databaseName: Open Access Digital Library
  customDbUrl:
  eissn: 1996-1073
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000331333
  issn: 1996-1073
  databaseCode: KQ8
  dateStart: 20080101
  isFulltext: true
  titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html
  providerName: Colorado Alliance of Research Libraries
– providerCode: PRVAON
  databaseName: DOAJ Open Access Full Text
  customDbUrl:
  eissn: 1996-1073
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000331333
  issn: 1996-1073
  databaseCode: DOA
  dateStart: 20080101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVEBS
  databaseName: EBSCOhost Academic Search Ultimate
  customDbUrl: https://search.ebscohost.com/login.aspx?authtype=ip,shib&custid=s3936755&profile=ehost&defaultdb=asn
  eissn: 1996-1073
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000331333
  issn: 1996-1073
  databaseCode: ABDBF
  dateStart: 20100401
  isFulltext: true
  titleUrlDefault: https://search.ebscohost.com/direct.asp?db=asn
  providerName: EBSCOhost
– providerCode: PRVEBS
  databaseName: Inspec with Full Text
  customDbUrl:
  eissn: 1996-1073
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000331333
  issn: 1996-1073
  databaseCode: ADMLS
  dateStart: 20100401
  isFulltext: true
  titleUrlDefault: https://www.ebsco.com/products/research-databases/inspec-full-text
  providerName: EBSCOhost
– providerCode: PRVFQY
  databaseName: GFMER Free Medical Journals
  customDbUrl:
  eissn: 1996-1073
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000331333
  issn: 1996-1073
  databaseCode: GX1
  dateStart: 20080101
  isFulltext: true
  titleUrlDefault: http://www.gfmer.ch/Medical_journals/Free_medical.php
  providerName: Geneva Foundation for Medical Education and Research
– providerCode: PRVHPJ
  databaseName: ROAD: Directory of Open Access Scholarly Resources
  customDbUrl:
  eissn: 1996-1073
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000331333
  issn: 1996-1073
  databaseCode: M~E
  dateStart: 20080101
  isFulltext: true
  titleUrlDefault: https://road.issn.org
  providerName: ISSN International Centre
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl: http://www.proquest.com/pqcentral?accountid=15518
  eissn: 1996-1073
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000331333
  issn: 1996-1073
  databaseCode: BENPR
  dateStart: 20080301
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Technology Collection
  customDbUrl:
  eissn: 1996-1073
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000331333
  issn: 1996-1073
  databaseCode: 8FG
  dateStart: 20080301
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/technologycollection1
  providerName: ProQuest
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LS8NAEF6kJz2IT6wvFvTiIbSb3SS73mqxFqHioYXewj5mRZAobf3_zm5iG0Hw4iWBMIRlZjPzTfj2G0KuQUmErRISBpgChUqLRHktE-MhdxqwoJlwGnnylI9n4nGezVujvgInrJYHrh3Xs30NDLCoF15gKyGN4ICYRmfG4u5Jbci-WMZazVTMwZxj88VrPVKOfX0PKhZmK7Oc_ahALaH-WFFGe2S3gYJ0UC9hn2xBdUB2WgKBh2Q4CXy5l8Wro420-C2dRqLrkmoaf4sHJ9PnDf2fDtZam3QUmFdHZDa6nw7HSTP2ILG45FWiEfRIg22J1vg9qSyzWnCjiszkVhqXOiY8B-k03vsBnxgmC4NQAPJUO6_5MelU7xWcEJoWjjPtlVXQF5YZyS0GIPOOpRg7obvk5tsVpW00wcNoircSe4PgtnLjti65Wtt-1EoYv1rdBY-uLYJ6dXyAMS2bmJZ_xfT0P15yRrbTwD-JLJtz0lktPuECAcTKXMa9gteHOfsCEkXEQA
linkProvider Directory of Open Access Journals
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=Microgrid+Systems%3A+Towards+a+Technical+Performance+Assessment+Frame&rft.jtitle=Energies+%28Basel%29&rft.au=Sophie+Marchand&rft.au=Cristian+Monsalve&rft.au=Thorsten+Reimann&rft.au=Wolfram+Heckmann&rft.date=2021-04-01&rft.pub=MDPI+AG&rft.eissn=1996-1073&rft.volume=14&rft.issue=8&rft.spage=2161&rft_id=info:doi/10.3390%2Fen14082161&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_c0ae1e4357f44488b43e991a5bc3192c
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1996-1073&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1996-1073&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1996-1073&client=summon