A multi-agent based optimization of residential and industrial demand response aggregators
•Formulating the whole production lines of heavy industries.•Integrating the flexibility potential of residential and industrial consumers.•Providing coordination between demand response aggregators in a multi-agent structure. Today’s power systems are subject to the high penetration of renewable po...
Saved in:
| Published in | International journal of electrical power & energy systems Vol. 107; pp. 472 - 485 |
|---|---|
| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Ltd
01.05.2019
|
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | •Formulating the whole production lines of heavy industries.•Integrating the flexibility potential of residential and industrial consumers.•Providing coordination between demand response aggregators in a multi-agent structure.
Today’s power systems are subject to the high penetration of renewable power. Volatility and intermittency of the renewable power need to be compensated through alternative forms of flexibility. This paper proposes a novel agent-based structure to integrate the flexibility potential of industrial and residential demands. In this approach, a central demand response provider (DRP) is suggested to coordinate the responsive plans of industrial and residential demand response aggregators (IDRA, RDRA). The suggested IDRA integrates the flexibility potential of whole production lines for two energy-intensive heavy industries, i.e. cement manufacture and metal smelting. Besides, the RDRA uses the thermal and electrical storage capabilities of thermostatically-controlled appliances (TCAs) and electrical storage systems linked with roof-top photovoltaic (ESS-RPV) sites through home energy management systems (HEMS). The integrated flexibility is traded in the electricity market to maximize the profit of the market participants in a competitive environment, instead of subsidizing the responsive consumers by supportive regulations. Finally, the suggested structure is tested on the Danish sector of the Nordic Electricity Market to show applicability and proficiency of the proposed approach. The results show that the integrated flexibility can safeguard the future of power systems against the intermittent power. |
|---|---|
| AbstractList | •Formulating the whole production lines of heavy industries.•Integrating the flexibility potential of residential and industrial consumers.•Providing coordination between demand response aggregators in a multi-agent structure.
Today’s power systems are subject to the high penetration of renewable power. Volatility and intermittency of the renewable power need to be compensated through alternative forms of flexibility. This paper proposes a novel agent-based structure to integrate the flexibility potential of industrial and residential demands. In this approach, a central demand response provider (DRP) is suggested to coordinate the responsive plans of industrial and residential demand response aggregators (IDRA, RDRA). The suggested IDRA integrates the flexibility potential of whole production lines for two energy-intensive heavy industries, i.e. cement manufacture and metal smelting. Besides, the RDRA uses the thermal and electrical storage capabilities of thermostatically-controlled appliances (TCAs) and electrical storage systems linked with roof-top photovoltaic (ESS-RPV) sites through home energy management systems (HEMS). The integrated flexibility is traded in the electricity market to maximize the profit of the market participants in a competitive environment, instead of subsidizing the responsive consumers by supportive regulations. Finally, the suggested structure is tested on the Danish sector of the Nordic Electricity Market to show applicability and proficiency of the proposed approach. The results show that the integrated flexibility can safeguard the future of power systems against the intermittent power. |
| Author | Pillai, Jayakrishnan R. Bak-Jensen, Birgitte Golmohamadi, Hessam Keypour, Reza |
| Author_xml | – sequence: 1 givenname: Hessam surname: Golmohamadi fullname: Golmohamadi, Hessam organization: Faculty of Electrical and Computer Engineering, Semnan University, Semnan, Iran – sequence: 2 givenname: Reza orcidid: 0000-0001-6449-1660 surname: Keypour fullname: Keypour, Reza email: rkeypour@semnan.ac.ir organization: Faculty of Electrical and Computer Engineering, Semnan University, Semnan, Iran – sequence: 3 givenname: Birgitte orcidid: 0000-0001-8271-1356 surname: Bak-Jensen fullname: Bak-Jensen, Birgitte organization: Department of Energy Technology, Aalborg University, 9220 Aalborg, Denmark – sequence: 4 givenname: Jayakrishnan R. surname: Pillai fullname: Pillai, Jayakrishnan R. organization: Department of Energy Technology, Aalborg University, 9220 Aalborg, Denmark |
| BookMark | eNqFkEtLxDAQgIOs4K76DzzkD7Tm0acHYVl8wYIXvXgJaTItKW1Skqygv97W9eRBT8M8vmHm26CVdRYQuqIkpYQW131qepggpIzQKqUsJYycoDWtyjrhOS1XaE1oxhJS0PwMbULoCSFlnbE1etvi8TBEk8gObMSNDKCxm6IZzaeMxlnsWuwhGD23jRywtBobqw8h-iXVMC6VeWJyNgCWXeehk9H5cIFOWzkEuPyJ5-j1_u5l95jsnx-edtt9onhRx6QkTV43LSjdMl2CrHPOeamUYlDyjDSc6QpqKaViVGUy11kOTcllzZoKCpbxc3Rz3Ku8C8FDK5SJ37dHL80gKBGLJdGLoyWxWBKUidnSDGe_4MmbUfqP_7DbIwbzY-8GvAjKgFWgjQcVhXbm7wVfZheItA |
| CitedBy_id | crossref_primary_10_1109_ACCESS_2020_2966736 crossref_primary_10_1016_j_esr_2024_101461 crossref_primary_10_1016_j_scs_2021_103488 crossref_primary_10_3390_en13236355 crossref_primary_10_1186_s42162_022_00229_0 crossref_primary_10_1007_s40313_020_00593_w crossref_primary_10_1016_j_energy_2019_07_137 crossref_primary_10_1016_j_ijepes_2020_106656 crossref_primary_10_1016_j_ijepes_2021_107543 crossref_primary_10_1016_j_seta_2021_101272 crossref_primary_10_3390_en18071569 crossref_primary_10_1016_j_apenergy_2021_117629 crossref_primary_10_22581_muet1982_2104_09 crossref_primary_10_1016_j_segan_2022_100903 crossref_primary_10_1080_23335777_2022_2066181 crossref_primary_10_1007_s10098_023_02705_x crossref_primary_10_1109_ACCESS_2021_3132505 crossref_primary_10_3390_en18061314 crossref_primary_10_3390_en17122986 crossref_primary_10_3390_en14113162 crossref_primary_10_1016_j_segan_2024_101550 crossref_primary_10_3390_en17061301 crossref_primary_10_1016_j_ijepes_2021_107183 crossref_primary_10_1016_j_est_2021_103249 crossref_primary_10_3390_en14185926 crossref_primary_10_3390_su13116066 crossref_primary_10_3390_su15076243 crossref_primary_10_3934_energy_2023054 crossref_primary_10_1007_s12667_020_00398_5 crossref_primary_10_1016_j_apenergy_2021_116802 crossref_primary_10_1016_j_esr_2023_101135 crossref_primary_10_1016_j_rser_2021_111020 crossref_primary_10_1016_j_apenergy_2019_113516 crossref_primary_10_1016_j_ijepes_2021_107456 crossref_primary_10_3390_su14148788 crossref_primary_10_1016_j_egyr_2022_10_020 crossref_primary_10_1109_TSG_2022_3189835 crossref_primary_10_1016_j_apenergy_2020_114804 crossref_primary_10_1016_j_rser_2024_114797 crossref_primary_10_1016_j_apenergy_2022_119370 crossref_primary_10_3390_su142315983 crossref_primary_10_3390_en14113191 crossref_primary_10_1016_j_ijepes_2021_107050 crossref_primary_10_1109_JSYST_2021_3074308 crossref_primary_10_1002_er_6017 crossref_primary_10_1016_j_compeleceng_2025_110227 crossref_primary_10_1109_ACCESS_2019_2900049 crossref_primary_10_2139_ssrn_4831568 crossref_primary_10_3390_en16135155 crossref_primary_10_1016_j_enbuild_2020_110665 crossref_primary_10_1016_j_energy_2020_119598 crossref_primary_10_1049_iet_gtd_2019_1084 crossref_primary_10_1016_j_jclepro_2021_127844 crossref_primary_10_1016_j_rser_2022_112200 crossref_primary_10_1016_j_energy_2020_118948 crossref_primary_10_1016_j_ijepes_2019_105562 crossref_primary_10_1016_j_segan_2023_101258 crossref_primary_10_1109_ACCESS_2024_3432805 crossref_primary_10_3390_info14100521 crossref_primary_10_1016_j_epsr_2021_107128 crossref_primary_10_1039_D4EE03888F crossref_primary_10_1109_ACCESS_2021_3120099 crossref_primary_10_1016_j_apenergy_2021_118492 crossref_primary_10_1002_dac_4670 crossref_primary_10_1109_ACCESS_2019_2963502 crossref_primary_10_1016_j_procir_2020_12_001 crossref_primary_10_1016_j_scs_2022_103974 crossref_primary_10_1016_j_ijepes_2020_106487 crossref_primary_10_1016_j_est_2023_106848 crossref_primary_10_1016_j_resourpol_2022_102769 crossref_primary_10_1016_j_ijepes_2020_106447 crossref_primary_10_1016_j_ijepes_2021_107796 crossref_primary_10_1007_s40866_024_00237_x crossref_primary_10_1007_s42835_025_02177_7 crossref_primary_10_3390_en13184874 crossref_primary_10_2139_ssrn_4118135 crossref_primary_10_1088_1742_6596_2835_1_012005 crossref_primary_10_1016_j_enbuild_2024_113988 crossref_primary_10_1016_j_rser_2021_111963 crossref_primary_10_2516_stet_2024057 crossref_primary_10_3390_en13010186 crossref_primary_10_1016_j_segan_2020_100354 crossref_primary_10_3389_fenrg_2025_1536668 crossref_primary_10_1016_j_jobe_2021_103286 crossref_primary_10_1109_TCYB_2021_3089634 crossref_primary_10_1007_s12667_023_00591_2 crossref_primary_10_1109_TPWRS_2022_3202030 crossref_primary_10_1063_5_0014059 |
| Cites_doi | 10.1016/j.rser.2016.03.047 10.1109/TPWRS.2017.2704524 10.1007/s40565-015-0102-6 10.1049/iet-rpg.2016.0897 10.1109/TII.2015.2438534 10.1109/TSG.2011.2140344 10.1007/s11837-000-0044-x 10.1016/j.apenergy.2013.12.069 10.1016/j.jclepro.2016.06.179 10.1109/TSTE.2016.2569425 10.1016/j.rser.2018.02.035 10.1109/TSG.2010.2053053 10.1002/etep.2067 10.1109/TSTE.2017.2718735 10.1016/j.enbuild.2016.12.050 10.1016/j.enbuild.2016.07.009 10.1049/iet-gtd.2011.0308 10.1109/TSTE.2014.2375895 10.3390/en10040549 10.1021/ie401044q 10.1109/TSG.2014.2317149 10.1109/TSG.2015.2468577 10.1016/j.energy.2017.11.075 10.1049/iet-rpg.2017.0330 10.1016/j.epsr.2016.07.008 10.1109/TSTE.2017.2663334 10.17775/CSEEJPES.2017.0005 |
| ContentType | Journal Article |
| Copyright | 2018 Elsevier Ltd |
| Copyright_xml | – notice: 2018 Elsevier Ltd |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.ijepes.2018.12.020 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1879-3517 |
| EndPage | 485 |
| ExternalDocumentID | 10_1016_j_ijepes_2018_12_020 S0142061518320477 |
| GroupedDBID | --K --M .~1 0R~ 0SF 1B1 1~. 1~5 29J 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN AACTN AAEDT AAEDW AAHCO AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AARJD AAXUO AAYFN ABBOA ABFNM ABJNI ABMAC ABTAH ABXDB ABYKQ ACDAQ ACGFS ACNNM ACRLP ACZNC ADBBV ADEZE ADJOM ADMUD ADTZH AEBSH AECPX AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHIDL AHJVU AHZHX AI. AIALX AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD ASPBG AVWKF AXJTR AZFZN BELTK BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA GBOLZ HVGLF HZ~ IHE J1W JARJE JJJVA K-O KOM LY6 LY7 M41 MO0 O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SAC SDF SDG SDP SES SET SEW SPC SPCBC SSR SST SSV SSZ T5K VH1 WUQ ZMT ZY4 ~02 ~G- AATTM AAXKI AAYWO AAYXX ABWVN ACRPL ACVFH ADCNI ADNMO ADVLN AEIPS AEUPX AFJKZ AFPUW AFXIZ AGCQF AGQPQ AGRNS AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP BNPGV CITATION GROUPED_DOAJ SSH |
| ID | FETCH-LOGICAL-c369t-70b59bfecdf2d7ea953337ccc2e7340b32d8e9aaac21c4a5d45eb73a92b8e6243 |
| IEDL.DBID | .~1 |
| ISSN | 0142-0615 |
| IngestDate | Tue Jul 01 03:59:07 EDT 2025 Thu Apr 24 22:59:12 EDT 2025 Fri Feb 23 02:24:42 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Intermittent power Demand response aggregator Heavy industries Ancillary service Household’s appliances |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c369t-70b59bfecdf2d7ea953337ccc2e7340b32d8e9aaac21c4a5d45eb73a92b8e6243 |
| ORCID | 0000-0001-6449-1660 0000-0001-8271-1356 |
| PageCount | 14 |
| ParticipantIDs | crossref_citationtrail_10_1016_j_ijepes_2018_12_020 crossref_primary_10_1016_j_ijepes_2018_12_020 elsevier_sciencedirect_doi_10_1016_j_ijepes_2018_12_020 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 2019-05-01 |
| PublicationDateYYYYMMDD | 2019-05-01 |
| PublicationDate_xml | – month: 05 year: 2019 text: 2019-05-01 day: 01 |
| PublicationDecade | 2010 |
| PublicationTitle | International journal of electrical power & energy systems |
| PublicationYear | 2019 |
| Publisher | Elsevier Ltd |
| Publisher_xml | – name: Elsevier Ltd |
| References | Zhang, Hug, Kolter, Harjunkoski (b0095) 2018; 33 Gholian, Mohsenian-Rad, Hua (b0140) 2016; 7 Elkhorchani, Grayaa (b0090) 2016; 135 Paterakis, Erdinç, Bakirtzis, Catalão (b0060) 2015; 11 Zarif, Javidi, Ghazizadeh (b0120) 2012; 6 Kvande, Haupin (b0160) 2000; 52 Zhang, Hug (b0100) 2015 PVSYS software; 2018. [Online]. Available Helin, Käki, Zakeri, Lahdelma, Syri (b0105) 2017; 141 Yao, Hu, Zhang, Duan, Zhang (b0125) 2015; 3 Dawn, Tiwari, Goswami (b0020) 2018; 12 Ahmad, Khan, Javaid (b0085) 2017; 10 Department of Energy (DOE); 2018. [Online]. Available Tan, Zhang (b0015) 2017; 8 Zhang, Hug, Kolter, Harjunkoski (b0130) 2018; 33 Staino, Nagpal, Basu (b0170) 2016; 128 Bruninx, Dvorkin, Delarue, D’haeseleer, Kirschen (b0045) 2018; 9 Castro, Sun, Harjunkoski (b0135) 2013; 52 Nord Pool; 2018. [Online]. Available U.S Energy Information Administration; 2018. [Online]. Available Yang, Liu, Fang, Liu (b0065) 2018; 12 Xu, Diao, Lu, Lian, Zhang (b0165) 2014; 5 Mohammadi, Noorollahi, Mohammadi-ivatloo (b0055) 2018; 89 Kazhamiaka, Rosenberg, Keshav (b0075) 2016; 7 Shoreh, Siano, Shafie-khah, Loia, Catalão (b0115) 2016; 141 . Zhou, Li, Cha, Cao, Kuang, Liu (b0035) 2016; 61 Sivaneasan, Kumar, Tan, So (b0050) 2015; 6 Aras Nejad, Golmohamadi, Bashian, Mahmoodi, Hammami (b0175) 2017; 6 Market model 2.0, electricity market of the future; 2014. [Online]. Available AlSkaif, Luna, Zapata, Guerrero, Bellalta (b0070) 2017; 138 Pinson, Mitridati, Ordoudis, Ostergaard (b0010) 2017; 3 Shen, Ghatikar, Lei, Li, Wikler, Martin (b0110) 2014; 130 Khojasteh, Jadid (b0145) 2015; 25 Du, Lu (b0040) 2011; 2 King (b0150) 2001 Todd, Helms, Caufield, Starke, Kirby, Kueck (b0155) 2009 Pedrasa, Spooner, MacGill (b0080) 2010; 2 Gholian (10.1016/j.ijepes.2018.12.020_b0140) 2016; 7 Aras Nejad (10.1016/j.ijepes.2018.12.020_b0175) 2017; 6 Du (10.1016/j.ijepes.2018.12.020_b0040) 2011; 2 Zhou (10.1016/j.ijepes.2018.12.020_b0035) 2016; 61 Todd (10.1016/j.ijepes.2018.12.020_b0155) 2009 Castro (10.1016/j.ijepes.2018.12.020_b0135) 2013; 52 Pedrasa (10.1016/j.ijepes.2018.12.020_b0080) 2010; 2 Shen (10.1016/j.ijepes.2018.12.020_b0110) 2014; 130 Yao (10.1016/j.ijepes.2018.12.020_b0125) 2015; 3 Khojasteh (10.1016/j.ijepes.2018.12.020_b0145) 2015; 25 King (10.1016/j.ijepes.2018.12.020_b0150) 2001 Bruninx (10.1016/j.ijepes.2018.12.020_b0045) 2018; 9 Zarif (10.1016/j.ijepes.2018.12.020_b0120) 2012; 6 10.1016/j.ijepes.2018.12.020_b0005 Shoreh (10.1016/j.ijepes.2018.12.020_b0115) 2016; 141 10.1016/j.ijepes.2018.12.020_b0025 Staino (10.1016/j.ijepes.2018.12.020_b0170) 2016; 128 10.1016/j.ijepes.2018.12.020_b0180 Zhang (10.1016/j.ijepes.2018.12.020_b0095) 2018; 33 Helin (10.1016/j.ijepes.2018.12.020_b0105) 2017; 141 10.1016/j.ijepes.2018.12.020_b0185 AlSkaif (10.1016/j.ijepes.2018.12.020_b0070) 2017; 138 Yang (10.1016/j.ijepes.2018.12.020_b0065) 2018; 12 Pinson (10.1016/j.ijepes.2018.12.020_b0010) 2017; 3 Sivaneasan (10.1016/j.ijepes.2018.12.020_b0050) 2015; 6 Mohammadi (10.1016/j.ijepes.2018.12.020_b0055) 2018; 89 Dawn (10.1016/j.ijepes.2018.12.020_b0020) 2018; 12 Paterakis (10.1016/j.ijepes.2018.12.020_b0060) 2015; 11 Kvande (10.1016/j.ijepes.2018.12.020_b0160) 2000; 52 Elkhorchani (10.1016/j.ijepes.2018.12.020_b0090) 2016; 135 Kazhamiaka (10.1016/j.ijepes.2018.12.020_b0075) 2016; 7 Ahmad (10.1016/j.ijepes.2018.12.020_b0085) 2017; 10 Zhang (10.1016/j.ijepes.2018.12.020_b0100) 2015 Tan (10.1016/j.ijepes.2018.12.020_b0015) 2017; 8 10.1016/j.ijepes.2018.12.020_b0030 Zhang (10.1016/j.ijepes.2018.12.020_b0130) 2018; 33 Xu (10.1016/j.ijepes.2018.12.020_b0165) 2014; 5 |
| References_xml | – volume: 2 start-page: 134 year: 2010 end-page: 143 ident: b0080 article-title: Coordinated scheduling of residential distributed energy resources to optimize smart home energy services publication-title: IEEE Trans Smart Grid – volume: 141 start-page: 31 year: 2016 end-page: 49 ident: b0115 article-title: A survey of industrial applications of demand response publication-title: Electr Power Syst Res – volume: 11 start-page: 1509 year: 2015 end-page: 1519 ident: b0060 article-title: Optimal household appliances scheduling under day-ahead pricing and load-shaping demand response strategies publication-title: IEEE Trans Ind Inf – volume: 138 start-page: 228 year: 2017 end-page: 239 ident: b0070 article-title: Reputation-based joint scheduling of households appliances and storage in a microgrid with a shared battery publication-title: Energy Build – volume: 6 start-page: 50 year: 2012 end-page: 58 ident: b0120 article-title: Self-scheduling approach for large consumers in competitive electricity markets based on a probabilistic fuzzy system publication-title: IET Gener Transm Distrib – volume: 8 start-page: 1140 year: 2017 end-page: 1153 ident: b0015 article-title: Coordinated control strategy of a battery energy storage system to support a wind power plant providing multi-timescale frequency ancillary services publication-title: IEEE Trans Sustain Energy – reference: U.S Energy Information Administration; 2018. [Online]. Available: – volume: 12 start-page: 639 year: 2018 end-page: 648 ident: b0065 article-title: Electricity scheduling strategy for home energy management system with renewable energy and battery storage: a case study publication-title: IET Renew Power Gener – volume: 7 start-page: 1602 year: 2016 end-page: 1610 ident: b0075 article-title: Practical strategies for storage operation in energy systems: design and evaluation publication-title: IEEE Trans Sustain Energy – volume: 9 start-page: 178 year: 2018 end-page: 187 ident: b0045 article-title: Valuing demand response controllability via chance constrained programming publication-title: IEEE Trans Sustain Energy – volume: 6 start-page: 93 year: 2017 end-page: 99 ident: b0175 article-title: Application of demand response programs to heavy industries: a case study on a regional electric company publication-title: Int J Smart Electr Eng – volume: 12 start-page: 1189 year: 2018 end-page: 1202 ident: b0020 article-title: Efficient approach for establishing the economic and operating reliability via optimal coordination of wind–PSH–solar-storage hybrid plant in highly uncertain double auction competitive power market publication-title: IET Renew Power Gener – year: 2009 ident: b0155 article-title: Providing reliability services through demand response: A preliminary evaluation of the demand response capabilities of Alcoa Inc. – volume: 52 start-page: 13046 year: 2013 end-page: 13058 ident: b0135 article-title: Resource–task network formulations for industrial demand side management of a steel plant publication-title: Ind Eng Chem Res – year: 2015 ident: b0100 article-title: Bidding strategy in energy and spinning reserve markets for aluminum smelters' demand response publication-title: 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) – volume: 135 start-page: 950 year: 2016 end-page: 962 ident: b0090 article-title: Novel home energy management system using wireless communication technologies for carbon emission reduction within a smart grid publication-title: J Cleaner Prod – volume: 5 start-page: 2203 year: 2014 end-page: 2210 ident: b0165 article-title: Modeling of electric water heaters for demand response: a baseline PDE model publication-title: IEEE Trans Smart Grid – reference: PVSYS software; 2018. [Online]. Available: – volume: 2 start-page: 411 year: 2011 end-page: 419 ident: b0040 article-title: Appliance commitment for household load scheduling publication-title: IEEE Trans Smart Grid – volume: 141 start-page: 1681 year: 2017 end-page: 1694 ident: b0105 article-title: Economic potential of industrial demand side management in pulp and paper industry publication-title: Energy – volume: 6 start-page: 346 year: 2015 end-page: 356 ident: b0050 article-title: Preemptive demand response management for buildings publication-title: IEEE Trans Sustain Energy – reference: Nord Pool; 2018. [Online]. Available: – volume: 3 start-page: 131 year: 2015 end-page: 138 ident: b0125 article-title: Low-carbon benefits analysis of energy-intensive industrial demand response resources for ancillary services publication-title: J Mod Power Syst Clean Energy – volume: 52 start-page: 31 year: 2000 end-page: 37 ident: b0160 article-title: Cell voltage in aluminum electrolysis: a practical approach publication-title: JOM, J Miner Metals Mater Soc (TMS) – volume: 3 start-page: 26 year: 2017 end-page: 35 ident: b0010 article-title: Towards fully renewable energy systems: experience and trends in Denmark publication-title: CSEE J Power Energy Syst – volume: 33 start-page: 951 year: 2018 end-page: 961 ident: b0095 article-title: Demand response of ancillary service from industrial loads coordinated with energy storage publication-title: IEEE Trans Power Syst – reference: . – year: 2001 ident: b0150 article-title: Modeling and simulation of mineral processing systems – volume: 89 start-page: 33 year: 2018 end-page: 50 ident: b0055 article-title: Optimal management of energy hubs and smart energy hubs – a review publication-title: Renew Sustain Energy Rev – volume: 130 start-page: 814 year: 2014 end-page: 823 ident: b0110 article-title: The role of regulatory reforms, market changes, and technology development to make demand response a viable resource in meeting energy challenges publication-title: Appl Energy – reference: Market model 2.0, electricity market of the future; 2014. [Online]. Available: – volume: 61 start-page: 30 year: 2016 end-page: 40 ident: b0035 article-title: Smart home energy management systems: Concept, configurations, and scheduling strategies publication-title: Renew Sustain Energy Rev – volume: 7 start-page: 2305 year: 2016 end-page: 2316 ident: b0140 article-title: Optimal industrial load control in smart grid publication-title: IEEE Trans Smart Grid – volume: 25 start-page: 3753 year: 2015 end-page: 3771 ident: b0145 article-title: A two-stage robust model to determine the optimal selling price for a distributed generation-owning retailer publication-title: Int J Electr Energy Syst – volume: 10 year: 2017 ident: b0085 article-title: An optimized home energy management system with integrated renewable energy and storage resources publication-title: Energies – volume: 33 start-page: 951 year: 2018 end-page: 961 ident: b0130 article-title: Model predictive control of industrial loads and energy storage for demand response publication-title: IEEE Trans Power Syst – reference: Department of Energy (DOE); 2018. [Online]. Available: – volume: 128 start-page: 713 year: 2016 end-page: 722 ident: b0170 article-title: Cooperative optimization of building energy systems in an economicmodel predictive control framework publication-title: Energy Build – volume: 61 start-page: 30 year: 2016 ident: 10.1016/j.ijepes.2018.12.020_b0035 article-title: Smart home energy management systems: Concept, configurations, and scheduling strategies publication-title: Renew Sustain Energy Rev doi: 10.1016/j.rser.2016.03.047 – volume: 33 start-page: 951 issue: 1 year: 2018 ident: 10.1016/j.ijepes.2018.12.020_b0130 article-title: Model predictive control of industrial loads and energy storage for demand response publication-title: IEEE Trans Power Syst doi: 10.1109/TPWRS.2017.2704524 – volume: 3 start-page: 131 issue: 1 year: 2015 ident: 10.1016/j.ijepes.2018.12.020_b0125 article-title: Low-carbon benefits analysis of energy-intensive industrial demand response resources for ancillary services publication-title: J Mod Power Syst Clean Energy doi: 10.1007/s40565-015-0102-6 – volume: 12 start-page: 1189 issue: 10 year: 2018 ident: 10.1016/j.ijepes.2018.12.020_b0020 article-title: Efficient approach for establishing the economic and operating reliability via optimal coordination of wind–PSH–solar-storage hybrid plant in highly uncertain double auction competitive power market publication-title: IET Renew Power Gener doi: 10.1049/iet-rpg.2016.0897 – year: 2001 ident: 10.1016/j.ijepes.2018.12.020_b0150 – volume: 11 start-page: 1509 issue: 6 year: 2015 ident: 10.1016/j.ijepes.2018.12.020_b0060 article-title: Optimal household appliances scheduling under day-ahead pricing and load-shaping demand response strategies publication-title: IEEE Trans Ind Inf doi: 10.1109/TII.2015.2438534 – volume: 2 start-page: 411 issue: 2 year: 2011 ident: 10.1016/j.ijepes.2018.12.020_b0040 article-title: Appliance commitment for household load scheduling publication-title: IEEE Trans Smart Grid doi: 10.1109/TSG.2011.2140344 – volume: 52 start-page: 31 issue: 2 year: 2000 ident: 10.1016/j.ijepes.2018.12.020_b0160 article-title: Cell voltage in aluminum electrolysis: a practical approach publication-title: JOM, J Miner Metals Mater Soc (TMS) doi: 10.1007/s11837-000-0044-x – year: 2015 ident: 10.1016/j.ijepes.2018.12.020_b0100 article-title: Bidding strategy in energy and spinning reserve markets for aluminum smelters' demand response – volume: 130 start-page: 814 year: 2014 ident: 10.1016/j.ijepes.2018.12.020_b0110 article-title: The role of regulatory reforms, market changes, and technology development to make demand response a viable resource in meeting energy challenges publication-title: Appl Energy doi: 10.1016/j.apenergy.2013.12.069 – volume: 135 start-page: 950 year: 2016 ident: 10.1016/j.ijepes.2018.12.020_b0090 article-title: Novel home energy management system using wireless communication technologies for carbon emission reduction within a smart grid publication-title: J Cleaner Prod doi: 10.1016/j.jclepro.2016.06.179 – volume: 7 start-page: 1602 issue: 4 year: 2016 ident: 10.1016/j.ijepes.2018.12.020_b0075 article-title: Practical strategies for storage operation in energy systems: design and evaluation publication-title: IEEE Trans Sustain Energy doi: 10.1109/TSTE.2016.2569425 – year: 2009 ident: 10.1016/j.ijepes.2018.12.020_b0155 – volume: 89 start-page: 33 year: 2018 ident: 10.1016/j.ijepes.2018.12.020_b0055 article-title: Optimal management of energy hubs and smart energy hubs – a review publication-title: Renew Sustain Energy Rev doi: 10.1016/j.rser.2018.02.035 – volume: 2 start-page: 134 issue: 1 year: 2010 ident: 10.1016/j.ijepes.2018.12.020_b0080 article-title: Coordinated scheduling of residential distributed energy resources to optimize smart home energy services publication-title: IEEE Trans Smart Grid doi: 10.1109/TSG.2010.2053053 – ident: 10.1016/j.ijepes.2018.12.020_b0180 – ident: 10.1016/j.ijepes.2018.12.020_b0025 – volume: 25 start-page: 3753 issue: 12 year: 2015 ident: 10.1016/j.ijepes.2018.12.020_b0145 article-title: A two-stage robust model to determine the optimal selling price for a distributed generation-owning retailer publication-title: Int J Electr Energy Syst doi: 10.1002/etep.2067 – volume: 9 start-page: 178 issue: 1 year: 2018 ident: 10.1016/j.ijepes.2018.12.020_b0045 article-title: Valuing demand response controllability via chance constrained programming publication-title: IEEE Trans Sustain Energy doi: 10.1109/TSTE.2017.2718735 – volume: 33 start-page: 951 issue: 1 year: 2018 ident: 10.1016/j.ijepes.2018.12.020_b0095 article-title: Demand response of ancillary service from industrial loads coordinated with energy storage publication-title: IEEE Trans Power Syst doi: 10.1109/TPWRS.2017.2704524 – volume: 138 start-page: 228 issue: 1 year: 2017 ident: 10.1016/j.ijepes.2018.12.020_b0070 article-title: Reputation-based joint scheduling of households appliances and storage in a microgrid with a shared battery publication-title: Energy Build doi: 10.1016/j.enbuild.2016.12.050 – volume: 128 start-page: 713 year: 2016 ident: 10.1016/j.ijepes.2018.12.020_b0170 article-title: Cooperative optimization of building energy systems in an economicmodel predictive control framework publication-title: Energy Build doi: 10.1016/j.enbuild.2016.07.009 – volume: 6 start-page: 50 issue: 1 year: 2012 ident: 10.1016/j.ijepes.2018.12.020_b0120 article-title: Self-scheduling approach for large consumers in competitive electricity markets based on a probabilistic fuzzy system publication-title: IET Gener Transm Distrib doi: 10.1049/iet-gtd.2011.0308 – volume: 6 start-page: 346 issue: 2 year: 2015 ident: 10.1016/j.ijepes.2018.12.020_b0050 article-title: Preemptive demand response management for buildings publication-title: IEEE Trans Sustain Energy doi: 10.1109/TSTE.2014.2375895 – volume: 10 issue: 4 year: 2017 ident: 10.1016/j.ijepes.2018.12.020_b0085 article-title: An optimized home energy management system with integrated renewable energy and storage resources publication-title: Energies doi: 10.3390/en10040549 – ident: 10.1016/j.ijepes.2018.12.020_b0005 – volume: 52 start-page: 13046 issue: 36 year: 2013 ident: 10.1016/j.ijepes.2018.12.020_b0135 article-title: Resource–task network formulations for industrial demand side management of a steel plant publication-title: Ind Eng Chem Res doi: 10.1021/ie401044q – volume: 5 start-page: 2203 issue: 5 year: 2014 ident: 10.1016/j.ijepes.2018.12.020_b0165 article-title: Modeling of electric water heaters for demand response: a baseline PDE model publication-title: IEEE Trans Smart Grid doi: 10.1109/TSG.2014.2317149 – volume: 7 start-page: 2305 issue: 5 year: 2016 ident: 10.1016/j.ijepes.2018.12.020_b0140 article-title: Optimal industrial load control in smart grid publication-title: IEEE Trans Smart Grid doi: 10.1109/TSG.2015.2468577 – volume: 6 start-page: 93 issue: 3 year: 2017 ident: 10.1016/j.ijepes.2018.12.020_b0175 article-title: Application of demand response programs to heavy industries: a case study on a regional electric company publication-title: Int J Smart Electr Eng – volume: 141 start-page: 1681 year: 2017 ident: 10.1016/j.ijepes.2018.12.020_b0105 article-title: Economic potential of industrial demand side management in pulp and paper industry publication-title: Energy doi: 10.1016/j.energy.2017.11.075 – ident: 10.1016/j.ijepes.2018.12.020_b0030 – volume: 12 start-page: 639 issue: 6 year: 2018 ident: 10.1016/j.ijepes.2018.12.020_b0065 article-title: Electricity scheduling strategy for home energy management system with renewable energy and battery storage: a case study publication-title: IET Renew Power Gener doi: 10.1049/iet-rpg.2017.0330 – ident: 10.1016/j.ijepes.2018.12.020_b0185 – volume: 141 start-page: 31 year: 2016 ident: 10.1016/j.ijepes.2018.12.020_b0115 article-title: A survey of industrial applications of demand response publication-title: Electr Power Syst Res doi: 10.1016/j.epsr.2016.07.008 – volume: 8 start-page: 1140 issue: 3 year: 2017 ident: 10.1016/j.ijepes.2018.12.020_b0015 article-title: Coordinated control strategy of a battery energy storage system to support a wind power plant providing multi-timescale frequency ancillary services publication-title: IEEE Trans Sustain Energy doi: 10.1109/TSTE.2017.2663334 – volume: 3 start-page: 26 issue: 1 year: 2017 ident: 10.1016/j.ijepes.2018.12.020_b0010 article-title: Towards fully renewable energy systems: experience and trends in Denmark publication-title: CSEE J Power Energy Syst doi: 10.17775/CSEEJPES.2017.0005 |
| SSID | ssj0007942 |
| Score | 2.5280497 |
| Snippet | •Formulating the whole production lines of heavy industries.•Integrating the flexibility potential of residential and industrial consumers.•Providing... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 472 |
| SubjectTerms | Ancillary service Demand response aggregator Heavy industries Household’s appliances Intermittent power |
| Title | A multi-agent based optimization of residential and industrial demand response aggregators |
| URI | https://dx.doi.org/10.1016/j.ijepes.2018.12.020 |
| Volume | 107 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LSwMxEA5FL3oQn1gfJQeva3eTyWZzLMVSFXuyULwseW3ZYrel1qu_3WQftYIoeNywsyxfhplM-L4ZhG4oAGTMeM6TEQHExgRCWx1kLvfoJImNUv5q4GkUD8fwMGGTFuo3WhhPq6xjfxXTy2hdr3RrNLvLPO96WhIpE7JzyhC4V5QDcO_ltx9fNA_nb6SiMRI_xYA18rmS45XP7NL6pt1RUl4K-qnfP6WnrZQzOEQH9VkR96rfOUItWxyj_a0OgifopYdLSmAgvUQK-5xk8MKFgXmtr8SLDLuKOi_1uO5jsjA434zrwMbO_cqqYspaLKeu_p76QvztFI0Hd8_9YVCPSwg0jcU64KFiQmVWm4wYbqUnjlKutSaWUwgVJSaxQkqpSaRBMgPMKk6lICqxMQF6hnaKRWHPEabUGpZIFTFJIINQZiziMShIQNA4Mm1EG5RSXfcS9yMtXtOGNDZLK2xTj20akdRh20bBxmpZ9dL4433ebED6zSdSF-5_tbz4t-Ul2nNPoqI0XqGd9erdXrtjx1p1Sr_qoN3e_eNw9AmwaNmD |
| linkProvider | Elsevier |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT8JAEN4gHtSD8RnxuQevK3Qf3fZIiAQVOEFCvGz2VVIjhSBe_e3u9oGYGE28bjtNM53Ot7P5Zj4AbgmlNGHGc55MjGhoDIq11Shx2KOjKDRK-aOBwTDsjenjhE1qoFP1wnhaZZn7i5yeZ-typVl6s7lI06anJeEckF1QtijnW2Cbut_XyxjcfXzxPFzA4YLHiL2MAav653KSV_piF9ZP7Q6i_FTQy37_hE8bmNM9APvlZhG2i_c5BDWbHYG9jRGCx-C5DXNOIJK-Rwp6UDJw7vLArGywhPMEupI6zRty3cNkZmC61uuAxs78yrKgyloop64An_pK_O0EjLv3o04PlXoJSJMwXiHeUixWidUmwYZb6ZmjhGutseWEthTBJrKxlFLjQFPJDGVWcSJjrCIbYkpOQT2bZ_YMQEKsYZFUAZOYJrQlExbwkCoa0ZiEgWkAUnlJ6HKYuNe0eBUVa-xFFL4V3rciwML5tgHQ2mpRDNP4435efQDxLSiEy_e_Wp7_2_IG7PRGg77oPwyfLsCuuxIX_MZLUF8t3-2V24Os1HUeY5_JCdsR |
| 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=A+multi-agent+based+optimization+of+residential+and+industrial+demand+response+aggregators&rft.jtitle=International+journal+of+electrical+power+%26+energy+systems&rft.au=Golmohamadi%2C+Hessam&rft.au=Keypour%2C+Reza&rft.au=Bak-Jensen%2C+Birgitte&rft.au=Pillai%2C+Jayakrishnan+R.&rft.date=2019-05-01&rft.pub=Elsevier+Ltd&rft.issn=0142-0615&rft.eissn=1879-3517&rft.volume=107&rft.spage=472&rft.epage=485&rft_id=info:doi/10.1016%2Fj.ijepes.2018.12.020&rft.externalDocID=S0142061518320477 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0142-0615&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0142-0615&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0142-0615&client=summon |