Active Participation of Air Conditioners in Power System Frequency Control Considering Users’ Thermal Comfort

Air conditioners have great potential to participate in power system frequency control. This paper proposes a control strategy to facilitate the active participation of air conditioners. For each air conditioner, a decentralized control law is designed to adjust its temperature set point in response...

Full description

Saved in:
Bibliographic Details
Published inEnergies (Basel) Vol. 8; no. 10; pp. 10818 - 10841
Main Authors Zhang, Rongxiang, Chu, Xiaodong, Zhang, Wen, Liu, Yutian
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.10.2015
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Air conditioners have great potential to participate in power system frequency control. This paper proposes a control strategy to facilitate the active participation of air conditioners. For each air conditioner, a decentralized control law is designed to adjust its temperature set point in response to the system frequency deviation. The decentralized control law accounts for the user's thermal comfort that is evaluated by a fuzzy algorithm. The aggregation of air conditioners' response is conducted by using the Monte Carlo simulation method. A structure preserving model is applied to the multi-bus power system, in which air conditioners are aggregated at certain load buses. An inner-outer iteration scheme is adopted to solve power system dynamics. An experiment is conducted on a test air conditioner to examine the performance of the proposed decentralized control law. Simulation results on a test power system verify the effectiveness of the proposed strategy for air conditioners participating in frequency control.
AbstractList Air conditioners have great potential to participate in power system frequency control. This paper proposes a control strategy to facilitate the active participation of air conditioners. For each air conditioner, a decentralized control law is designed to adjust its temperature set point in response to the system frequency deviation. The decentralized control law accounts for the user’s thermal comfort that is evaluated by a fuzzy algorithm. The aggregation of air conditioners’ response is conducted by using the Monte Carlo simulation method. A structure preserving model is applied to the multi-bus power system, in which air conditioners are aggregated at certain load buses. An inner-outer iteration scheme is adopted to solve power system dynamics. An experiment is conducted on a test air conditioner to examine the performance of the proposed decentralized control law. Simulation results on a test power system verify the effectiveness of the proposed strategy for air conditioners participating in frequency control.
Author Zhang, Rongxiang
Zhang, Wen
Liu, Yutian
Chu, Xiaodong
Author_xml – sequence: 1
  givenname: Rongxiang
  surname: Zhang
  fullname: Zhang, Rongxiang
– sequence: 2
  givenname: Xiaodong
  surname: Chu
  fullname: Chu, Xiaodong
– sequence: 3
  givenname: Wen
  surname: Zhang
  fullname: Zhang, Wen
– sequence: 4
  givenname: Yutian
  surname: Liu
  fullname: Liu, Yutian
BookMark eNpdkc9qHDEMxk1JIWmaS57A0EspbCuPPf5zXJamCQQaSHI2Xo-cepmxt_Zsw976Gn29PklmsqUt0UVC-ulDH3pDjlJOSMg5g4-cG_iESTNgoJl-RU6YMXLBQPGj_-pjclbrBqbgnHHOT0he-jH-QHrjyhh93Lox5kRzoMtY6CqnLs4NLJXGRG_yIxZ6u68jDvSi4PcdJr-fsbHkfs41dlhieqD3ddr5_fMXvfuGZXDzcAi5jG_J6-D6imd_8im5v_h8t7pcXH_9crVaXi88N2JceIdNBxx060E7FoLSvlWMd1xCCJ1s1xI9k945E8Rauxa19rgWLQYInXL8lFwddLvsNnZb4uDK3mYX7XMjlwf77LhHK2TDmAMlgxZCO65BgOmEUNIBttBMWu8PWtuSJ8t1tEOsHvveJcy7aplSyhgmGzGh716gm7wraXI6UbwxQjOuJurDgfIl11ow_D2QgZ1faf-9kj8BLKSTRw
CitedBy_id crossref_primary_10_3390_en15217866
crossref_primary_10_3390_en11123495
crossref_primary_10_1109_TSG_2016_2632127
crossref_primary_10_3390_su16125047
crossref_primary_10_3390_en9100824
crossref_primary_10_1049_joe_2018_8681
crossref_primary_10_3389_fenrg_2022_890899
crossref_primary_10_1016_j_ijepes_2018_09_046
crossref_primary_10_1049_joe_2018_8618
Cites_doi 10.1109/TAC.2014.2298140
10.1109/TAC.1985.1104071
10.1109/TEC.2006.889616
10.1109/TPWRS.2014.2300182
10.1109/TPWRS.2009.2016062
10.1109/TPWRS.2008.926432
10.1109/TPWRS.2005.857393
10.1109/TPWRS.2013.2241794
10.1109/TCST.2011.2141994
10.1109/TASE.2014.2366206
10.1109/TII.2011.2158841
10.1109/TCE.2011.6018863
10.1016/j.enbuild.2010.10.023
10.3390/en7117282
10.1109/TPWRS.2007.901489
10.1109/TPWRS.2010.2080293
10.1109/TEC.2007.914309
10.1016/j.enbuild.2012.02.032
10.1109/TPWRS.2009.2030348
10.1109/TSG.2012.2215059
10.1109/TPWRS.2010.2048223
10.1109/TSG.2013.2259510
10.1049/ip-gtd:20020750
10.1109/59.32594
10.1109/TSG.2012.2233503
10.1109/TSG.2013.2257892
10.1016/j.rser.2014.09.015
10.1109/TPWRS.2012.2218665
10.3390/en8066230
10.1109/TPWRS.2013.2261096
10.1109/TPWRS.2014.2329485
10.1016/j.buildenv.2014.11.027
ContentType Journal Article
Copyright Copyright MDPI AG 2015
Copyright_xml – notice: Copyright MDPI AG 2015
DBID AAYXX
CITATION
ABUWG
AFKRA
AZQEC
BENPR
CCPQU
DWQXO
PIMPY
PQEST
PQQKQ
PQUKI
7SP
7TB
8FD
F28
FR3
H8D
KR7
L7M
DOA
DOI 10.3390/en81010818
DatabaseName CrossRef
ProQuest Central (Alumni)
ProQuest Central
ProQuest Central Essentials
ProQuest Central
ProQuest One Community College
ProQuest Central Korea
Publicly Available Content Database
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
Electronics & Communications Abstracts
Mechanical & Transportation Engineering Abstracts
Technology Research Database
ANTE: Abstracts in New Technology & Engineering
Engineering Research Database
Aerospace Database
Civil Engineering Abstracts
Advanced Technologies Database with Aerospace
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
ProQuest Central
ProQuest One Academic UKI Edition
ProQuest Central Essentials
ProQuest Central Korea
ProQuest One Academic Eastern Edition
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest One Academic
Aerospace Database
Civil Engineering Abstracts
Technology Research Database
Mechanical & Transportation Engineering Abstracts
Electronics & Communications Abstracts
Engineering Research Database
Advanced Technologies Database with Aerospace
ANTE: Abstracts in New Technology & Engineering
DatabaseTitleList
Aerospace Database
Publicly Available Content Database
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1996-1073
EndPage 10841
ExternalDocumentID oai_doaj_org_article_46211a076f8448a380409d4476a0e502
3865721391
10_3390_en81010818
GeographicLocations China
GeographicLocations_xml – name: China
GroupedDBID 29G
2WC
5GY
5VS
7XC
8FE
8FG
8FH
AADQD
AAHBH
AAYXX
ABDBF
ABJCF
ADBBV
AENEX
AFKRA
AFZYC
ALMA_UNASSIGNED_HOLDINGS
ATCPS
BCNDV
BENPR
BHPHI
CCPQU
CITATION
CS3
DU5
EBS
ESX
FRP
GROUPED_DOAJ
GX1
HCIFZ
I-F
IPNFZ
KQ8
L6V
L8X
M7S
MODMG
M~E
OK1
P2P
PATMY
PIMPY
PROAC
PYCSY
RIG
TR2
TUS
ABUWG
AZQEC
DWQXO
PQEST
PQQKQ
PQUKI
7SP
7TB
8FD
F28
FR3
H8D
KR7
L7M
ID FETCH-LOGICAL-c394t-cae2d03085c08a1ff78c5713d360ffd65b6ec16caa9f4b8a5e88ceb45ef0fd7a3
IEDL.DBID DOA
ISSN 1996-1073
IngestDate Thu Jul 04 21:09:24 EDT 2024
Fri Jun 28 02:37:24 EDT 2024
Thu Oct 10 19:21:27 EDT 2024
Fri Aug 23 01:37:40 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 10
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c394t-cae2d03085c08a1ff78c5713d360ffd65b6ec16caa9f4b8a5e88ceb45ef0fd7a3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
OpenAccessLink https://doaj.org/article/46211a076f8448a380409d4476a0e502
PQID 1732948137
PQPubID 2032402
PageCount 24
ParticipantIDs doaj_primary_oai_doaj_org_article_46211a076f8448a380409d4476a0e502
proquest_miscellaneous_1777991624
proquest_journals_1732948137
crossref_primary_10_3390_en81010818
PublicationCentury 2000
PublicationDate 2015-10-01
PublicationDateYYYYMMDD 2015-10-01
PublicationDate_xml – month: 10
  year: 2015
  text: 2015-10-01
  day: 01
PublicationDecade 2010
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Energies (Basel)
PublicationYear 2015
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References ref13
ref35
ref12
ref34
ref37
Wood (ref2) 1996
ref14
ref36
ref31
ref30
ref11
ref33
ref10
ref32
(ref28) 2005
ref17
ref39
ref16
ref38
ref19
ref18
Sullivan (ref26) 2013; 4
Chu (ref15) 2008; 23
ref24
ref46
ref23
ref45
ref25
ref20
ref42
ref41
ref22
ref44
ref21
ref43
(ref29) 2006
ref27
ref8
ref7
ref9
ref3
ref6
ref5
Zhao (ref4) 2013; 28
ref40
Wang (ref1) 2008
References_xml – ident: ref30
  doi: 10.1109/TAC.2014.2298140
– ident: ref37
  doi: 10.1109/TAC.1985.1104071
– ident: ref3
– ident: ref5
  doi: 10.1109/TEC.2006.889616
– ident: ref25
  doi: 10.1109/TPWRS.2014.2300182
– ident: ref7
  doi: 10.1109/TPWRS.2009.2016062
– volume: 23
  start-page: 1356
  year: 2008
  ident: ref15
  article-title: A novel direct air-conditioning load control method
  publication-title: IEEE Trans. Power Syst.
  doi: 10.1109/TPWRS.2008.926432
  contributor:
    fullname: Chu
– ident: ref9
  doi: 10.1109/TPWRS.2005.857393
– year: 2005
  ident: ref28
– ident: ref41
  doi: 10.1109/TPWRS.2013.2241794
– ident: ref45
– ident: ref43
  doi: 10.1109/TCST.2011.2141994
– year: 2008
  ident: ref1
  contributor:
    fullname: Wang
– ident: ref35
  doi: 10.1109/TASE.2014.2366206
– ident: ref44
  doi: 10.1109/TII.2011.2158841
– ident: ref22
– ident: ref23
  doi: 10.1109/TCE.2011.6018863
– ident: ref38
  doi: 10.1016/j.enbuild.2010.10.023
– ident: ref13
  doi: 10.3390/en7117282
– ident: ref20
  doi: 10.1109/TPWRS.2007.901489
– ident: ref19
  doi: 10.1109/TPWRS.2010.2080293
– ident: ref10
  doi: 10.1109/TEC.2007.914309
– ident: ref34
  doi: 10.1016/j.enbuild.2012.02.032
– ident: ref6
  doi: 10.1109/TPWRS.2009.2030348
– ident: ref32
  doi: 10.1109/TSG.2012.2215059
– ident: ref42
  doi: 10.1109/TPWRS.2010.2048223
– ident: ref36
– ident: ref12
  doi: 10.1109/TSG.2013.2259510
– ident: ref39
  doi: 10.1049/ip-gtd:20020750
– ident: ref17
  doi: 10.1109/59.32594
– year: 1996
  ident: ref2
  contributor:
    fullname: Wood
– ident: ref21
– ident: ref40
– volume: 4
  start-page: 1162
  year: 2013
  ident: ref26
  article-title: Using residential AC load control in grid operations: PG&E’s ancillary service pilot
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2012.2233503
  contributor:
    fullname: Sullivan
– year: 2006
  ident: ref29
– ident: ref14
  doi: 10.1109/TSG.2013.2257892
– ident: ref24
  doi: 10.1016/j.rser.2014.09.015
– ident: ref46
  doi: 10.1109/TPWRS.2012.2218665
– ident: ref11
  doi: 10.3390/en8066230
– ident: ref8
– ident: ref18
– volume: 28
  start-page: 3576
  year: 2013
  ident: ref4
  article-title: Optimal load control via frequency measurement and neighborhood area communication
  publication-title: IEEE Trans. Power Syst.
  doi: 10.1109/TPWRS.2013.2261096
  contributor:
    fullname: Zhao
– ident: ref16
– ident: ref27
  doi: 10.1109/TPWRS.2014.2329485
– ident: ref31
  doi: 10.1016/j.buildenv.2014.11.027
– ident: ref33
SSID ssj0000331333
Score 2.1658523
Snippet Air conditioners have great potential to participate in power system frequency control. This paper proposes a control strategy to facilitate the active...
SourceID doaj
proquest
crossref
SourceType Open Website
Aggregation Database
StartPage 10818
SubjectTerms Active control
air conditioner
Air conditioners
Computer simulation
Decentralized control
Dynamical systems
Efficiency
Frequency control
fuzzy mathematics
Humidity
Monte Carlo simulation
Participation
power system
Smart grid technology
Strategy
Thermal comfort
SummonAdditionalLinks – databaseName: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LSwMxEA5qL3oQn1hfRBQ8LW43zz1JLS1FUIpY8LZk8xAP3dW2Hvz3zuxuW0XwsASSEJZJMpkvM_mGkKuAjztzgKlweKqI6xT0oHAqcoFBETthE3zg_PAoh2N-_yJemgu3WRNWudCJlaJ2pcU78puOYgkyizB1-_4RYdYo9K42KTTWSSvpcHTTtu76j6On5S1LzBiAMFbzkjLA9ze-QEorJHL7dRJVhP1_9HF1yAx2yHZjHdJuPZ27ZM0Xe2TrB2fgPpl0Kw1FR-ZHQDQtA-2-TWmvRA90RT40o28FHWEONFqzktPBtA6b_sJuGJ9OF9k6YWA6xmeX1xSWDahqbJqAOTs_IONB_7k3jJqcCZFlKZ9H1vjEIQeNsLE2nRCUtgKAqGMyDsFJkUtvO9IakwaeayO81tbnXPgQB6cMOyQbBfzlEaFJCuaR8w4-za0CCM6dRP45b6BC5G1yuZBf9l5TY2QAKVDK2UrKbXKHol32QDrrqqKcvmbN7si4BBxqYiWDBrhomAbVkjrOlTSxF3HSJqeLicmaPTbLViuiTS6WzbA70OVhCl9-Yh-l0AJO-PH_Q5yQTTCFRB2md0o25tNPfwbmxjw_b9bUN2pt1nA
  priority: 102
  providerName: ProQuest
Title Active Participation of Air Conditioners in Power System Frequency Control Considering Users’ Thermal Comfort
URI https://www.proquest.com/docview/1732948137
https://search.proquest.com/docview/1777991624
https://doaj.org/article/46211a076f8448a380409d4476a0e502
Volume 8
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LS8QwEB58XPQgPnF9LBG9FtsmadLjKq4iKIu4sLeS5gEe7Mq6Hrz5N_x7_hJn2q6uePDioS0koQwzyWQ-MvkG4CTQ5c4SYSpunioSOkc_KJ2KXOD4iZ20KV1wvrnNrobieiRHc6W-KCesoQduFHcqMoQoBtF20IgkDNc463InhMpM7GVLI5nIOTBV-2DOEXzxho-UI64_9RVRWRGB248dqCbq_-WH682lvw5rbVTIeo00G7Dgq01YneMK3IJxr_ZMbGDmEqHZOLDew4Sdj-nkuSYdemYPFRtQ7TPWsJGz_qRJl36lYZSXzmZVOvHHbEjXLT_e3hlOGHTS1PmIgex0G4b9i_vzq6itlhBZnotpZI1PHbHPSBtrk4SgtJUIQR3P4hBcJsvM2ySzxuRBlNpIr7X1pZA-xMEpw3dgqUI5d4GlOQZGzjt8tLAKwbdwGTHPeYMNsuzA8UyDxVNDilEgmCA9F9967sAZKfdrBBFZ1w1o3qI1b_GXeTtwMDNN0a6u5yJRPCWWGa46cPTVjeuCDjtM5ccvNEYpin1TsfcfcuzDCoZKsknjO4Cl6eTFH2I4Mi27sKj7l11YPru4Hdx163mI78tR8gkBJ-CV
link.rule.ids 315,786,790,870,2115,12792,21416,27955,27956,33406,33407,33777,33778,43633,43838,74390,74657
linkProvider Directory of Open Access Journals
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LT9wwEB619AAcKtqC2Baoq1biFJGNnzmhBbEsFBAHVuIWOX6gPZDQ3eXAv2cmyS4gpB4iS7ZlRePxeD57_A3An0iPO0uEqbh56kSYHO2g9DrxkWOReukyeuB8eaVGY3F-K2-7A7dZF1a5sImNofa1ozPyg77mGTGLcH348C-hrFF0u9ql0PgInwRXnPTcDE-XZywp5wjBeMtKyhHdH4SKCK2Ixu3NPtTQ9b-zxs0WM9yAz51vyAbtZH6BD6H6CuuvGAO_wf2gsU_s2r4Kh2Z1ZIPJlB3XdP_cUA_N2KRi15QBjbWc5Gw4bYOmn6gbRaezRa5OHJiN6dHlPkOlQUNNTffozM43YTw8uTkeJV3GhMTxXMwTZ0PmiYFGutTYfozaOIkw1HOVxuiVLFVwfeWszaMojZXBGBdKIUNMo9eWb8FKhX-5DSzL0TnyweNnhNMIwIVXxD4XLFbIsge_F_IrHlpijAIBBUm5eJFyD45ItMseRGbdVNTTu6JbG4VQiEJtqlU0CBYtN2hYci-EVjYNMs16sLOYmKJbYbPiRR968GvZjGuDLjxsFepH6qM1-b-Z-P7_IX7C6ujm8qK4OLv6-wPW0CmSbcDeDqzMp49hFx2PebnXaNcz_UbX9w
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1La9wwEB7aFEJ7CG0edJO0VUmgJ7Ne6-lT2aZ10-bBHrqQm5H1CHuInexuDvn3mbG9m5RCD0YgCWFGo9E30ugbgONIjzsrdFNx89SJMDnaQel14iPHIvXSZfTA-eJSnU7F7yt51cc_LfqwypVNbA21bxydkQ9HmmfELML1MPZhEZPvxdfbu4QySNFNa59O4yW8IpBNaRxM8XN93pJyju4Y7xhKObYPQ03kVkTp9tee1FL3_2OZ2-2meAtbPU5k425i38GLUG_Dm2fsgTtwM25tFZvYZ6HRrIlsPJuzk4buolsaogWb1WxC2dBYx0_OinkXQP1A3ShSna3yduLAbEoPML8wVCA02tR0g8B2uQvT4sefk9Okz56QOJ6LZeJsyDyx0UiXGjuKURsn0SX1XKUxeiUrFdxIOWvzKCpjZTDGhUrIENPoteV7sFHjX74HluUIlHzw-BnhNDrjwitiogsWK2Q1gKOV_MrbjiSjROeCpFw-SXkA30i06x5EbN1WNPPrsl8npVDokdpUq2jQcbTcoJHJvRBa2TTINBvA4Wpiyn61Lcon3RjA53UzrhO6_LB1aO6pj9aEhTOx__8hPsEmKlZ5_uvy7ABeIz6SXezeIWws5_fhA2KQZfWxVa5H5CTcLA
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=Active+Participation+of+Air+Conditioners+in+Power+System+Frequency+Control+Considering+Users%E2%80%99+Thermal+Comfort&rft.jtitle=Energies+%28Basel%29&rft.au=Rongxiang+Zhang&rft.au=Xiaodong+Chu&rft.au=Wen+Zhang&rft.au=Yutian+Liu&rft.date=2015-10-01&rft.pub=MDPI+AG&rft.eissn=1996-1073&rft.volume=8&rft.issue=10&rft.spage=10818&rft.epage=10841&rft_id=info:doi/10.3390%2Fen81010818&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_46211a076f8448a380409d4476a0e502
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