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...
Saved in:
Published in | Energies (Basel) Vol. 8; no. 10; pp. 10818 - 10841 |
---|---|
Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Basel
MDPI AG
01.10.2015
|
Subjects | |
Online Access | Get 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 |