Optimization of power-to-heat flexibility for residential buildings in response to day-ahead electricity price
Increasing the penetration of renewable power in Denmark, demand-side flexibility is offered as a workable solution to hedge against the intermittency and volatility of renewable energy. In the residential sector, heat pumps are economic alternatives for district heating to unlock heat flexibility i...
Saved in:
| Published in: | Energy and buildings Vol. 232; p. 110665 |
|---|---|
| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Lausanne
Elsevier B.V
01.02.2021
Elsevier BV |
| Subjects: | |
| ISSN: | 0378-7788, 1872-6178 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | Increasing the penetration of renewable power in Denmark, demand-side flexibility is offered as a workable solution to hedge against the intermittency and volatility of renewable energy. In the residential sector, heat pumps are economic alternatives for district heating to unlock heat flexibility in response to renewable power availability. This paper proposes a novel economic approach to optimize the heat consumption of a single responsive building with multiple rooms. The suggested approach makes it possible to set different temperature zones for the rooms based on the occupancy patterns. To provide power system flexibility, an Economic Model Predictive Control (EMPC) is designed. The EMPC adjusts heat consumption in response to the electricity price. Integration of the heat flexibility into the power system, two types of heat flexibilities are investigated, including thermal inertia of rooms and thermal storage of buffer. To increase the applicability of the problem, real sensor data of a Danish residential building is used to estimate the constant parameters of the thermal dynamic. To achieve the aim, a model identification method is developed to estimate the constant factors based on the maximum likelihood function. Finally, the performance of the suggested approach is examined in response to the day-ahead electricity price of the Danish Electricity Market. The results showed that the suggested approach not only ensures power system flexibility but also decreases the energy consumption cost of the building up to 37% a week. |
|---|---|
| AbstractList | Increasing the penetration of renewable power in Denmark, demand-side flexibility is offered as a workable solution to hedge against the intermittency and volatility of renewable energy. In the residential sector, heat pumps are economic alternatives for district heating to unlock heat flexibility in response to renewable power availability. This paper proposes a novel economic approach to optimize the heat consumption of a single responsive building with multiple rooms. The suggested approach makes it possible to set different temperature zones for the rooms based on the occupancy patterns. To provide power system flexibility, an Economic Model Predictive Control (EMPC) is designed. The EMPC adjusts heat consumption in response to the electricity price. Integration of the heat flexibility into the power system, two types of heat flexibilities are investigated, including thermal inertia of rooms and thermal storage of buffer. To increase the applicability of the problem, real sensor data of a Danish residential building is used to estimate the constant parameters of the thermal dynamic. To achieve the aim, a model identification method is developed to estimate the constant factors based on the maximum likelihood function. Finally, the performance of the suggested approach is examined in response to the day-ahead electricity price of the Danish Electricity Market. The results showed that the suggested approach not only ensures power system flexibility but also decreases the energy consumption cost of the building up to 37% a week. |
| ArticleNumber | 110665 |
| Author | Guldstrand Larsen, Kim Gjøl Jensen, Peter Golmohamadi, Hessam Riaz Hasrat, Imran |
| Author_xml | – sequence: 1 givenname: Hessam surname: Golmohamadi fullname: Golmohamadi, Hessam email: hessamgolmoh@cs.aau.dk – sequence: 2 givenname: Kim surname: Guldstrand Larsen fullname: Guldstrand Larsen, Kim – sequence: 3 givenname: Peter surname: Gjøl Jensen fullname: Gjøl Jensen, Peter – sequence: 4 givenname: Imran surname: Riaz Hasrat fullname: Riaz Hasrat, Imran |
| BookMark | eNqFkE1LAzEQhoNUsFV_ghDwvDXZtckuHkSKX1DwoueQJhOdsiZrkqr115taT148DSTzvDPzTMjIBw-EnHA25YyLs9UU_HKNvZ3WrC5vnAkx2yNj3sq6Ely2IzJmjWwrKdv2gExSWjHGxEzyMfEPQ8ZX_NIZg6fB0SF8QKxyqF5AZ-p6-MQl9pg31IVIIyS04DPqnv6MRP-cKPrtxxB8ApoDtXpT6YJbCj2YHNFs8aFUOCL7TvcJjn_rIXm6uX6c31WLh9v7-dWiMk0jcwWd5NIBCCc7xlzNa2CdO2-14EYyY8DacoHUzkBTG6uXTDutTSdt54wwtjkkp7vcIYa3NaSsVmEdfRmp6vO2ZHaC89J1sesyMaQUwamy6Y-JHDX2ijO1FaxW6lew2gpWO8GFnv2hy4mvOm7-5S53HBQB7whRJYPgy1EYiy5lA_6T8A2ZC536 |
| CitedBy_id | crossref_primary_10_1016_j_enconman_2023_117183 crossref_primary_10_1186_s42162_022_00223_6 crossref_primary_10_1016_j_apenergy_2025_125271 crossref_primary_10_1016_j_jobe_2022_105683 crossref_primary_10_3390_en17184670 crossref_primary_10_1016_j_apenergy_2021_117629 crossref_primary_10_1016_j_rser_2022_112200 crossref_primary_10_1016_j_egyr_2024_10_034 crossref_primary_10_1016_j_renene_2025_123111 crossref_primary_10_3390_su13094681 crossref_primary_10_3390_app15116273 crossref_primary_10_1016_j_enbuild_2023_113698 crossref_primary_10_1016_j_jobe_2021_102828 crossref_primary_10_3390_smartcities4030063 crossref_primary_10_1016_j_jobe_2021_102425 crossref_primary_10_1016_j_est_2021_103249 crossref_primary_10_1016_j_segan_2023_101072 crossref_primary_10_1016_j_apenergy_2022_118947 crossref_primary_10_1016_j_apenergy_2021_116802 crossref_primary_10_3390_buildings13102663 crossref_primary_10_3390_smartcities5030045 crossref_primary_10_1016_j_rser_2021_111963 crossref_primary_10_3390_su14137916 crossref_primary_10_3389_fenrg_2023_1271934 crossref_primary_10_1016_j_apenergy_2023_122231 crossref_primary_10_1016_j_enbuild_2025_115345 crossref_primary_10_3390_app122110758 crossref_primary_10_3390_buildings12030289 crossref_primary_10_1016_j_egyr_2022_08_015 crossref_primary_10_1016_j_enbuild_2024_114733 crossref_primary_10_1016_j_jobe_2021_103286 crossref_primary_10_1016_j_scico_2023_102987 crossref_primary_10_1016_j_renene_2022_04_001 crossref_primary_10_3390_su13115792 crossref_primary_10_3390_en14041060 |
| Cites_doi | 10.1016/j.apenergy.2020.114763 10.1016/j.energy.2017.11.029 10.1016/j.energy.2020.117418 10.3390/ma12020202 10.1016/j.apenergy.2019.01.097 10.1016/j.apenergy.2020.115751 10.1016/j.apenergy.2019.114292 10.1016/j.apenergy.2019.03.038 10.1016/j.energy.2018.03.034 10.1016/j.enbuild.2016.07.009 10.1016/j.scs.2019.101468 10.1007/s12667-019-00352-0 10.1016/j.enbuild.2008.02.016 10.1016/j.apenergy.2014.07.019 10.1016/j.apenergy.2018.09.212 10.1016/j.automatica.2003.10.001 10.3390/en11123310 10.1016/j.apenergy.2019.114476 10.1016/j.apenergy.2016.09.016 10.1016/j.apenergy.2019.03.103 10.1016/j.energy.2016.07.009 10.1016/j.applthermaleng.2018.01.035 10.1016/j.apenergy.2014.04.081 10.1109/TIE.2019.2899562 10.1016/j.energy.2018.01.072 10.1016/j.apenergy.2017.11.036 10.1016/j.apenergy.2017.11.080 10.1016/j.ijepes.2018.12.020 10.1016/j.apenergy.2020.115411 10.1016/j.apenergy.2019.01.199 10.1016/j.energy.2020.117650 10.1016/j.apenergy.2016.07.055 10.1016/j.ijepes.2013.02.015 |
| ContentType | Journal Article |
| Copyright | 2020 Elsevier B.V. Copyright Elsevier BV Feb 1, 2021 |
| Copyright_xml | – notice: 2020 Elsevier B.V. – notice: Copyright Elsevier BV Feb 1, 2021 |
| DBID | AAYXX CITATION 7ST 8FD C1K F28 FR3 KR7 SOI |
| DOI | 10.1016/j.enbuild.2020.110665 |
| DatabaseName | CrossRef Environment Abstracts Technology Research Database Environmental Sciences and Pollution Management ANTE: Abstracts in New Technology & Engineering Engineering Research Database Civil Engineering Abstracts Environment Abstracts |
| DatabaseTitle | CrossRef Civil Engineering Abstracts Engineering Research Database Technology Research Database Environment Abstracts ANTE: Abstracts in New Technology & Engineering Environmental Sciences and Pollution Management |
| DatabaseTitleList | Civil Engineering Abstracts |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Economics |
| EISSN | 1872-6178 |
| ExternalDocumentID | 10_1016_j_enbuild_2020_110665 S0378778820334514 |
| GroupedDBID | --M -~X .~1 0R~ 1B1 1~. 1~5 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JM 9JN AABNK AACTN AAEDT AAEDW AAHCO AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AARJD AAXUO ABFYP ABJNI ABLST ABMAC ABYKQ ACDAQ ACGFS ACIWK ACRLP ADBBV ADEZE ADTZH AEBSH AECPX AEKER AENEX AFKWA AFRAH AFTJW AFXIZ AGHFR AGUBO AGYEJ AHEUO AHHHB AHIDL AHJVU AIEXJ AIKHN AITUG AJOXV AKIFW ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AXJTR BELTK BJAXD BKOJK BLECG BLXMC CS3 DU5 EBS EFJIC EFLBG EO8 EO9 EP2 EP3 FDB FIRID FNPLU FYGXN G-Q GBLVA IHE J1W JARJE JJJVA KCYFY KOM LY6 LY7 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 RNS ROL SDF SDG SES SPC SPCBC SSJ SSR SST SSZ T5K ~02 ~G- --K 29G 9DU AAQXK AATTM AAXKI AAYWO AAYXX ABFNM ABWVN ABXDB ACLOT ACNNM ACRPL ACVFH ADCNI ADMUD ADNMO AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP ASPBG AVWKF AZFZN CITATION EFKBS EJD FEDTE FGOYB G-2 HVGLF HZ~ R2- RPZ SAC SET SEW WUQ ZMT ZY4 ~HD 7ST 8FD AGCQF C1K F28 FR3 KR7 SOI |
| ID | FETCH-LOGICAL-c337t-e9717fee6f7900f212e09f48a61c70ccedd0007afce32cdab0afaac97d9fc6cd3 |
| ISICitedReferencesCount | 47 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000607050800006&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0378-7788 |
| IngestDate | Wed Aug 13 04:18:30 EDT 2025 Sat Nov 29 07:09:07 EST 2025 Tue Nov 18 21:44:58 EST 2025 Fri Feb 23 02:49:17 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Day-ahead market Heat pump economic MPC Flexibility Heat consumption |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c337t-e9717fee6f7900f212e09f48a61c70ccedd0007afce32cdab0afaac97d9fc6cd3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| PQID | 2489009611 |
| PQPubID | 2045483 |
| ParticipantIDs | proquest_journals_2489009611 crossref_citationtrail_10_1016_j_enbuild_2020_110665 crossref_primary_10_1016_j_enbuild_2020_110665 elsevier_sciencedirect_doi_10_1016_j_enbuild_2020_110665 |
| PublicationCentury | 2000 |
| PublicationDate | 2021-02-01 2021-02-00 20210201 |
| PublicationDateYYYYMMDD | 2021-02-01 |
| PublicationDate_xml | – month: 02 year: 2021 text: 2021-02-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | Lausanne |
| PublicationPlace_xml | – name: Lausanne |
| PublicationTitle | Energy and buildings |
| PublicationYear | 2021 |
| Publisher | Elsevier B.V Elsevier BV |
| Publisher_xml | – name: Elsevier B.V – name: Elsevier BV |
| References | Dominković, Junker, Lindberg, Madsen (b0080) 2020; 260 Peeters, Van der Veken, Hens, Helsen, D’haeseleer (b0150) 2008; 40 Wang, Zhi, Jia, Hou, Zhang, Du, Wang, Fan (b0040) 2019; 240 Vivian, Quaggiotto, Zarrella (b0045) 2020; 275 Arasteh, Parsa Moghaddam, Sheikh-El-Eslami, Abdollahi (b0025) 2013; 51 Kristensen, Madsen, Jørgensen (b0185) 2004; 40 Finck, Li, Kramer, Zeiler (b0050) 2018; 209 Staino, Nagpal, Basu (b0175) 2016; 128 Wesselink, Liu, Koornneef, van den Broek (b0105) 2018; 147 Tang, Wang (b0165) 2019; 242 Sommer, Sulzer, Wetter, Sotnikov, Mennel, Stettler (b0085) 2020; 199 De Schepper, Paulus, Bolly, Hermans, Lesparre, Robert (b0135) 2019; 242 Golmohamadi, Keypour, Bak-Jensen, Radhakrishna Pillai (b0010) 2019; 47 Zheng, Zhou, Zhao, Wang (b0065) 2018; 211 Vandermeulen, van der Heijde, Helsen (b0075) 2018; 151 Golmohamadi, Keypour, Bak-Jensen, Pillai (b0005) 2019; 107 Williams, Short, Crosbie (b0055) 2018; 133 Pan, Guo, Sun (b0060) 2017; 192 “CTSM-R - Continuous Time Stochastic Modelling for R.” DTU, Denmark, Copenhagen, 2020, [Online]. Available: http://ctsm.info/. Golmohamadi, Keypour, Bak-Jensen, Pillai, Khooban (b0020) 2020; 67 Rune Juhl, N. R. Kristensen, P. Bacher, J. Kloppenborg, and H. Madsen, “Grey-box modeling of the heat dynamics of a building with CTSM-R,” 2017. Blanco, Andersen, Guericke, Madsen (b0115) 2020; 11 Nabavitabatabayi, Haghighat, Moreau, Sra (b0130) 2014; 129 Vandermeulen, Van Oevelen, van der Heijde, Helsen (b0090) 2020; 201 “Nordic Electricity Market,” 2020. https://www.nordpoolgroup.com/. Wu, Gu, Xu, Jiang, Lu, Zhao (b0070) 2018; 232 Guo, Zhu, Zhang, Yang (b0140) 2020; 264 Powell, Kim, Cole, Kapoor, Mojica, Hedengren, Edgar (b0125) 2016; 113 I. Blanco, D. Guericke, A. N. Andersen, and H. Madsen, “Operational Planning and Bidding for District Heating Systems with Uncertain Renewable Energy Production,” Energies, vol. 11, no. 12, 2018, doi: 10.3390/en11123310. Gao, Xu, Wang (b0100) 2020; 262 Ciampi, Rosato, Sibilio (b0110) 2018; 143 Golmohamadi (b0015) 2020 “Euro Heat and Power,” 2020. https://www.euroheat.org/knowledge-hub/district-energy-denmark/. Daryabari, Keypour, Golmohamadi (b0030) 2020; 279 Kitapbayev, Moriarty, Mancarella (b0155) 2015; 137 P. Hietaharju, M. Ruusunen, K. Leiviskä, “Enabling Demand Side Management: Heat Demand Forecasting at City Level,” Materials (Basel)., vol. 12, no. 2, 2019, doi: 10.3390/ma12020202. Omu, Hsieh, Orehounig (b0095) 2016; 180 Kuboth, Heberle, König-Haagen, Brüggemann (b0170) 2019; 240 Vinther, Green, Jensen, Bendtsen (b0195) 2017; 50 Werner (b0145) 2013 Golmohamadi (10.1016/j.enbuild.2020.110665_b0010) 2019; 47 Nabavitabatabayi (10.1016/j.enbuild.2020.110665_b0130) 2014; 129 Kitapbayev (10.1016/j.enbuild.2020.110665_b0155) 2015; 137 Vinther (10.1016/j.enbuild.2020.110665_b0195) 2017; 50 10.1016/j.enbuild.2020.110665_b0120 Vandermeulen (10.1016/j.enbuild.2020.110665_b0090) 2020; 201 Kristensen (10.1016/j.enbuild.2020.110665_b0185) 2004; 40 10.1016/j.enbuild.2020.110665_b0200 Omu (10.1016/j.enbuild.2020.110665_b0095) 2016; 180 Williams (10.1016/j.enbuild.2020.110665_b0055) 2018; 133 10.1016/j.enbuild.2020.110665_b0180 10.1016/j.enbuild.2020.110665_b0160 Golmohamadi (10.1016/j.enbuild.2020.110665_b0005) 2019; 107 Vandermeulen (10.1016/j.enbuild.2020.110665_b0075) 2018; 151 Wu (10.1016/j.enbuild.2020.110665_b0070) 2018; 232 Dominković (10.1016/j.enbuild.2020.110665_b0080) 2020; 260 Daryabari (10.1016/j.enbuild.2020.110665_b0030) 2020; 279 Finck (10.1016/j.enbuild.2020.110665_b0050) 2018; 209 Pan (10.1016/j.enbuild.2020.110665_b0060) 2017; 192 Powell (10.1016/j.enbuild.2020.110665_b0125) 2016; 113 Guo (10.1016/j.enbuild.2020.110665_b0140) 2020; 264 Gao (10.1016/j.enbuild.2020.110665_b0100) 2020; 262 Werner (10.1016/j.enbuild.2020.110665_b0145) 2013 Arasteh (10.1016/j.enbuild.2020.110665_b0025) 2013; 51 Ciampi (10.1016/j.enbuild.2020.110665_b0110) 2018; 143 Staino (10.1016/j.enbuild.2020.110665_b0175) 2016; 128 10.1016/j.enbuild.2020.110665_b0035 Sommer (10.1016/j.enbuild.2020.110665_b0085) 2020; 199 Tang (10.1016/j.enbuild.2020.110665_b0165) 2019; 242 10.1016/j.enbuild.2020.110665_b0190 De Schepper (10.1016/j.enbuild.2020.110665_b0135) 2019; 242 Kuboth (10.1016/j.enbuild.2020.110665_b0170) 2019; 240 Golmohamadi (10.1016/j.enbuild.2020.110665_b0020) 2020; 67 Zheng (10.1016/j.enbuild.2020.110665_b0065) 2018; 211 Wesselink (10.1016/j.enbuild.2020.110665_b0105) 2018; 147 Golmohamadi (10.1016/j.enbuild.2020.110665_b0015) 2020 Wang (10.1016/j.enbuild.2020.110665_b0040) 2019; 240 Peeters (10.1016/j.enbuild.2020.110665_b0150) 2008; 40 Vivian (10.1016/j.enbuild.2020.110665_b0045) 2020; 275 Blanco (10.1016/j.enbuild.2020.110665_b0115) 2020; 11 |
| References_xml | – volume: 133 start-page: 97 year: 2018 end-page: 106 ident: b0055 article-title: On the use of thermal inertia in building stock to leverage decentralised demand side frequency regulation services publication-title: Appl. Therm. Eng. – volume: 211 start-page: 865 year: 2018 end-page: 874 ident: b0065 article-title: Integrated heat and power dispatch truly utilizing thermal inertia of district heating network for wind power integration publication-title: Appl. Energy – volume: 199 start-page: 117418 year: 2020 ident: b0085 article-title: The reservoir network: A new network topology for district heating and cooling publication-title: Energy – volume: 151 start-page: 103 year: 2018 end-page: 115 ident: b0075 article-title: Controlling district heating and cooling networks to unlock flexibility: A review publication-title: Energy – volume: 51 start-page: 153 year: 2013 end-page: 161 ident: b0025 article-title: Integrating commercial demand response resources with unit commitment publication-title: Int. J. Electr. Power Energy Syst. – reference: “Euro Heat and Power,” 2020. https://www.euroheat.org/knowledge-hub/district-energy-denmark/. – volume: 11 start-page: 1137 year: 2020 end-page: 1156 ident: b0115 article-title: A novel bidding method for combined heat and power units in district heating systems publication-title: Energy Syst – reference: “CTSM-R - Continuous Time Stochastic Modelling for R.” DTU, Denmark, Copenhagen, 2020, [Online]. Available: http://ctsm.info/. – volume: 129 start-page: 253 year: 2014 end-page: 260 ident: b0130 article-title: Numerical analysis of a thermally enhanced domestic hot water tank publication-title: Appl. Energy – volume: 40 start-page: 225 year: 2004 end-page: 237 ident: b0185 article-title: Parameter estimation in stochastic grey-box models publication-title: Automatica – volume: 50 start-page: 7381 year: 2017 end-page: 7388 ident: b0195 article-title: “Predictive Control of Hydronic Floor Heating Systems using Neural Networks and publication-title: Genetic Algorithms – volume: 201 start-page: 117650 year: 2020 ident: b0090 article-title: A simulation-based evaluation of substation models for network flexibility characterisation in district heating networks publication-title: Energy – volume: 262 start-page: 114476 year: 2020 ident: b0100 article-title: Experimental study on a double-stage absorption solar thermal storage system with enhanced energy storage density publication-title: Appl. Energy – volume: 143 start-page: 757 year: 2018 end-page: 771 ident: b0110 article-title: Thermo-economic sensitivity analysis by dynamic simulations of a small Italian solar district heating system with a seasonal borehole thermal energy storage publication-title: Energy – volume: 240 start-page: 372 year: 2019 end-page: 385 ident: b0170 article-title: Economic model predictive control of combined thermal and electric residential building energy systems publication-title: Appl. Energy – year: 2020 ident: b0015 article-title: Operational scheduling of responsive prosumer farms for day-ahead peak shaving by agricultural demand response aggregators publication-title: Int. J. Energy Res. – reference: Rune Juhl, N. R. Kristensen, P. Bacher, J. Kloppenborg, and H. Madsen, “Grey-box modeling of the heat dynamics of a building with CTSM-R,” 2017. – volume: 147 start-page: 477 year: 2018 end-page: 489 ident: b0105 article-title: Conceptual market potential framework of high temperature aquifer thermal energy storage - A case study in the Netherlands publication-title: Energy – volume: 180 start-page: 313 year: 2016 end-page: 326 ident: b0095 article-title: Mixed integer linear programming for the design of solar thermal energy systems with short-term storage publication-title: Appl. Energy – volume: 232 start-page: 607 year: 2018 end-page: 616 ident: b0070 article-title: Bi-level optimization model for integrated energy system considering the thermal comfort of heat customers publication-title: Appl. Energy – volume: 40 start-page: 1446 year: 2008 end-page: 1455 ident: b0150 article-title: Control of heating systems in residential buildings: Current practice publication-title: Energy Build. – reference: P. Hietaharju, M. Ruusunen, K. Leiviskä, “Enabling Demand Side Management: Heat Demand Forecasting at City Level,” Materials (Basel)., vol. 12, no. 2, 2019, doi: 10.3390/ma12020202. – volume: 279 start-page: 115751 year: 2020 ident: b0030 article-title: Stochastic energy management of responsive plug-in electric vehicles characterizing parking lot aggregators publication-title: Appl. Energy – volume: 240 start-page: 341 year: 2019 end-page: 358 ident: b0040 article-title: Optimal scheduling strategy of district integrated heat and power system with wind power and multiple energy stations considering thermal inertia of buildings under different heating regulation modes publication-title: Appl. Energy – volume: 113 start-page: 52 year: 2016 end-page: 63 ident: b0125 article-title: Thermal energy storage to minimize cost and improve efficiency of a polygeneration district energy system in a real-time electricity market publication-title: Energy – volume: 264 start-page: 114763 year: 2020 ident: b0140 article-title: Large-scale living laboratory of seasonal borehole thermal energy storage system for urban district heating publication-title: Appl. Energy – volume: 47 start-page: 101468 year: 2019 ident: b0010 article-title: Optimization of household energy consumption towards day-ahead retail electricity price in home energy management systems publication-title: Sustain. Cities Soc. – volume: 275 start-page: 115411 year: 2020 ident: b0045 article-title: Increasing the energy flexibility of existing district heating networks through flow rate variations publication-title: Appl. Energy – year: 2013 ident: b0145 publication-title: Reference Module in Earth Systems and Environmental Sciences – volume: 128 start-page: 713 year: 2016 end-page: 722 ident: b0175 article-title: Cooperative optimization of building energy systems in an economic model predictive control framework publication-title: Energy Build. – reference: “Nordic Electricity Market,” 2020. https://www.nordpoolgroup.com/. – volume: 209 start-page: 409 year: 2018 end-page: 425 ident: b0050 article-title: Quantifying demand flexibility of power-to-heat and thermal energy storage in the control of building heating systems publication-title: Appl. Energy – volume: 242 start-page: 534 year: 2019 end-page: 546 ident: b0135 article-title: Assessment of short-term aquifer thermal energy storage for demand-side management perspectives: Experimental and numerical developments publication-title: Appl. Energy – volume: 242 start-page: 873 year: 2019 end-page: 882 ident: b0165 article-title: Model predictive control for thermal energy storage and thermal comfort optimization of building demand response in smart grids publication-title: Appl. Energy – volume: 107 start-page: 472 year: 2019 end-page: 485 ident: b0005 article-title: A multi-agent based optimization of residential and industrial demand response aggregators publication-title: Int. J. Electr. Power Energy Syst. – volume: 137 start-page: 823 year: 2015 end-page: 831 ident: b0155 article-title: Stochastic control and real options valuation of thermal storage-enabled demand response from flexible district energy systems publication-title: Appl. Energy – volume: 67 start-page: 1387 year: 2020 end-page: 1395 ident: b0020 article-title: Robust Self-Scheduling of Operational Processes for Industrial Demand Response Aggregators publication-title: IEEE Trans. Ind. Electron. – volume: 260 start-page: 114292 year: 2020 ident: b0080 article-title: Implementing flexibility into energy planning models: Soft-linking of a high-level energy planning model and a short-term operational model publication-title: Appl. Energy – volume: 192 start-page: 395 year: 2017 end-page: 407 ident: b0060 article-title: Feasible region method based integrated heat and electricity dispatch considering building thermal inertia publication-title: Appl. Energy – reference: I. Blanco, D. Guericke, A. N. Andersen, and H. Madsen, “Operational Planning and Bidding for District Heating Systems with Uncertain Renewable Energy Production,” Energies, vol. 11, no. 12, 2018, doi: 10.3390/en11123310. – volume: 264 start-page: 114763 year: 2020 ident: 10.1016/j.enbuild.2020.110665_b0140 article-title: Large-scale living laboratory of seasonal borehole thermal energy storage system for urban district heating publication-title: Appl. Energy doi: 10.1016/j.apenergy.2020.114763 – volume: 143 start-page: 757 year: 2018 ident: 10.1016/j.enbuild.2020.110665_b0110 article-title: Thermo-economic sensitivity analysis by dynamic simulations of a small Italian solar district heating system with a seasonal borehole thermal energy storage publication-title: Energy doi: 10.1016/j.energy.2017.11.029 – volume: 199 start-page: 117418 year: 2020 ident: 10.1016/j.enbuild.2020.110665_b0085 article-title: The reservoir network: A new network topology for district heating and cooling publication-title: Energy doi: 10.1016/j.energy.2020.117418 – ident: 10.1016/j.enbuild.2020.110665_b0160 doi: 10.3390/ma12020202 – volume: 240 start-page: 372 year: 2019 ident: 10.1016/j.enbuild.2020.110665_b0170 article-title: Economic model predictive control of combined thermal and electric residential building energy systems publication-title: Appl. Energy doi: 10.1016/j.apenergy.2019.01.097 – volume: 279 start-page: 115751 year: 2020 ident: 10.1016/j.enbuild.2020.110665_b0030 article-title: Stochastic energy management of responsive plug-in electric vehicles characterizing parking lot aggregators publication-title: Appl. Energy doi: 10.1016/j.apenergy.2020.115751 – year: 2013 ident: 10.1016/j.enbuild.2020.110665_b0145 – volume: 260 start-page: 114292 year: 2020 ident: 10.1016/j.enbuild.2020.110665_b0080 article-title: Implementing flexibility into energy planning models: Soft-linking of a high-level energy planning model and a short-term operational model publication-title: Appl. Energy doi: 10.1016/j.apenergy.2019.114292 – volume: 242 start-page: 873 year: 2019 ident: 10.1016/j.enbuild.2020.110665_b0165 article-title: Model predictive control for thermal energy storage and thermal comfort optimization of building demand response in smart grids publication-title: Appl. Energy doi: 10.1016/j.apenergy.2019.03.038 – volume: 151 start-page: 103 year: 2018 ident: 10.1016/j.enbuild.2020.110665_b0075 article-title: Controlling district heating and cooling networks to unlock flexibility: A review publication-title: Energy doi: 10.1016/j.energy.2018.03.034 – ident: 10.1016/j.enbuild.2020.110665_b0200 – volume: 128 start-page: 713 year: 2016 ident: 10.1016/j.enbuild.2020.110665_b0175 article-title: Cooperative optimization of building energy systems in an economic model predictive control framework publication-title: Energy Build. doi: 10.1016/j.enbuild.2016.07.009 – volume: 47 start-page: 101468 year: 2019 ident: 10.1016/j.enbuild.2020.110665_b0010 article-title: Optimization of household energy consumption towards day-ahead retail electricity price in home energy management systems publication-title: Sustain. Cities Soc. doi: 10.1016/j.scs.2019.101468 – volume: 11 start-page: 1137 issue: 4 year: 2020 ident: 10.1016/j.enbuild.2020.110665_b0115 article-title: A novel bidding method for combined heat and power units in district heating systems publication-title: Energy Syst doi: 10.1007/s12667-019-00352-0 – volume: 40 start-page: 1446 issue: 8 year: 2008 ident: 10.1016/j.enbuild.2020.110665_b0150 article-title: Control of heating systems in residential buildings: Current practice publication-title: Energy Build. doi: 10.1016/j.enbuild.2008.02.016 – ident: 10.1016/j.enbuild.2020.110665_b0180 – volume: 137 start-page: 823 year: 2015 ident: 10.1016/j.enbuild.2020.110665_b0155 article-title: Stochastic control and real options valuation of thermal storage-enabled demand response from flexible district energy systems publication-title: Appl. Energy doi: 10.1016/j.apenergy.2014.07.019 – volume: 50 start-page: 7381 issue: 1 year: 2017 ident: 10.1016/j.enbuild.2020.110665_b0195 article-title: “Predictive Control of Hydronic Floor Heating Systems using Neural Networks and publication-title: Genetic Algorithms – volume: 232 start-page: 607 year: 2018 ident: 10.1016/j.enbuild.2020.110665_b0070 article-title: Bi-level optimization model for integrated energy system considering the thermal comfort of heat customers publication-title: Appl. Energy doi: 10.1016/j.apenergy.2018.09.212 – volume: 40 start-page: 225 issue: 2 year: 2004 ident: 10.1016/j.enbuild.2020.110665_b0185 article-title: Parameter estimation in stochastic grey-box models publication-title: Automatica doi: 10.1016/j.automatica.2003.10.001 – ident: 10.1016/j.enbuild.2020.110665_b0120 doi: 10.3390/en11123310 – volume: 262 start-page: 114476 year: 2020 ident: 10.1016/j.enbuild.2020.110665_b0100 article-title: Experimental study on a double-stage absorption solar thermal storage system with enhanced energy storage density publication-title: Appl. Energy doi: 10.1016/j.apenergy.2019.114476 – volume: 192 start-page: 395 year: 2017 ident: 10.1016/j.enbuild.2020.110665_b0060 article-title: Feasible region method based integrated heat and electricity dispatch considering building thermal inertia publication-title: Appl. Energy doi: 10.1016/j.apenergy.2016.09.016 – volume: 242 start-page: 534 year: 2019 ident: 10.1016/j.enbuild.2020.110665_b0135 article-title: Assessment of short-term aquifer thermal energy storage for demand-side management perspectives: Experimental and numerical developments publication-title: Appl. Energy doi: 10.1016/j.apenergy.2019.03.103 – volume: 113 start-page: 52 year: 2016 ident: 10.1016/j.enbuild.2020.110665_b0125 article-title: Thermal energy storage to minimize cost and improve efficiency of a polygeneration district energy system in a real-time electricity market publication-title: Energy doi: 10.1016/j.energy.2016.07.009 – ident: 10.1016/j.enbuild.2020.110665_b0190 – volume: 133 start-page: 97 year: 2018 ident: 10.1016/j.enbuild.2020.110665_b0055 article-title: On the use of thermal inertia in building stock to leverage decentralised demand side frequency regulation services publication-title: Appl. Therm. Eng. doi: 10.1016/j.applthermaleng.2018.01.035 – ident: 10.1016/j.enbuild.2020.110665_b0035 – volume: 129 start-page: 253 year: 2014 ident: 10.1016/j.enbuild.2020.110665_b0130 article-title: Numerical analysis of a thermally enhanced domestic hot water tank publication-title: Appl. Energy doi: 10.1016/j.apenergy.2014.04.081 – volume: 67 start-page: 1387 issue: 2 year: 2020 ident: 10.1016/j.enbuild.2020.110665_b0020 article-title: Robust Self-Scheduling of Operational Processes for Industrial Demand Response Aggregators publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/TIE.2019.2899562 – volume: 147 start-page: 477 year: 2018 ident: 10.1016/j.enbuild.2020.110665_b0105 article-title: Conceptual market potential framework of high temperature aquifer thermal energy storage - A case study in the Netherlands publication-title: Energy doi: 10.1016/j.energy.2018.01.072 – volume: 209 start-page: 409 year: 2018 ident: 10.1016/j.enbuild.2020.110665_b0050 article-title: Quantifying demand flexibility of power-to-heat and thermal energy storage in the control of building heating systems publication-title: Appl. Energy doi: 10.1016/j.apenergy.2017.11.036 – volume: 211 start-page: 865 year: 2018 ident: 10.1016/j.enbuild.2020.110665_b0065 article-title: Integrated heat and power dispatch truly utilizing thermal inertia of district heating network for wind power integration publication-title: Appl. Energy doi: 10.1016/j.apenergy.2017.11.080 – volume: 107 start-page: 472 year: 2019 ident: 10.1016/j.enbuild.2020.110665_b0005 article-title: A multi-agent based optimization of residential and industrial demand response aggregators publication-title: Int. J. Electr. Power Energy Syst. doi: 10.1016/j.ijepes.2018.12.020 – volume: 275 start-page: 115411 year: 2020 ident: 10.1016/j.enbuild.2020.110665_b0045 article-title: Increasing the energy flexibility of existing district heating networks through flow rate variations publication-title: Appl. Energy doi: 10.1016/j.apenergy.2020.115411 – volume: 240 start-page: 341 year: 2019 ident: 10.1016/j.enbuild.2020.110665_b0040 article-title: Optimal scheduling strategy of district integrated heat and power system with wind power and multiple energy stations considering thermal inertia of buildings under different heating regulation modes publication-title: Appl. Energy doi: 10.1016/j.apenergy.2019.01.199 – volume: 201 start-page: 117650 year: 2020 ident: 10.1016/j.enbuild.2020.110665_b0090 article-title: A simulation-based evaluation of substation models for network flexibility characterisation in district heating networks publication-title: Energy doi: 10.1016/j.energy.2020.117650 – volume: 180 start-page: 313 year: 2016 ident: 10.1016/j.enbuild.2020.110665_b0095 article-title: Mixed integer linear programming for the design of solar thermal energy systems with short-term storage publication-title: Appl. Energy doi: 10.1016/j.apenergy.2016.07.055 – year: 2020 ident: 10.1016/j.enbuild.2020.110665_b0015 article-title: Operational scheduling of responsive prosumer farms for day-ahead peak shaving by agricultural demand response aggregators publication-title: Int. J. Energy Res. – volume: 51 start-page: 153 year: 2013 ident: 10.1016/j.enbuild.2020.110665_b0025 article-title: Integrating commercial demand response resources with unit commitment publication-title: Int. J. Electr. Power Energy Syst. doi: 10.1016/j.ijepes.2013.02.015 |
| SSID | ssj0006571 |
| Score | 2.5172915 |
| Snippet | Increasing the penetration of renewable power in Denmark, demand-side flexibility is offered as a workable solution to hedge against the intermittency and... |
| SourceID | proquest crossref elsevier |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 110665 |
| SubjectTerms | Alternative energy sources Day-ahead market District heating Economic analysis Economic models economic MPC Economics Electric power systems Electricity Electricity consumption Electricity pricing Energy consumption Flexibility Heat consumption Heat exchangers Heat pump Heat pumps Identification methods Occupancy Optimization Parameter estimation Parameter identification Power consumption Predictive control Renewable energy Residential areas Residential buildings Residential energy Thermal storage Volatility |
| Title | Optimization of power-to-heat flexibility for residential buildings in response to day-ahead electricity price |
| URI | https://dx.doi.org/10.1016/j.enbuild.2020.110665 https://www.proquest.com/docview/2489009611 |
| Volume | 232 |
| WOSCitedRecordID | wos000607050800006&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1872-6178 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0006571 issn: 0378-7788 databaseCode: AIEXJ dateStart: 19950301 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9NAEF6FlgMcEE9RKGgP3CIHx4693mNBReWhglCRcrPW-xCO_IgStyr9Sf2VzD68ccqj9MDFirzZzSbzeXZmMjMfQq-SqVDZLCs0TWoIDgqDZ44SHkQqTBIWwxnHlCGbIMfH2XxOv4xGl30tzFlFmiY7P6fL_ypquAfC1qWzNxC3XxRuwGsQOlxB7HD9J8F_BiVQu-pKk8-sedCCrg202h0r3QDTJMTaTE3wtktTqwuiKhxF9toWuZjkWcOsIdiPgMF0MbasOSXX05crlzfnI_u2jlCH4v1SPr-nrer2O6uZsDTZmnml9oOnldAhF5j4CRxtqwk_lpvxhf4__01W6WQcN7yVWPy1ZBfjI7YGOBulV68c6F08I5r2KdBe7cXg1xJiyf56HR25IKjVsmCypJZh4pcDwMYiFhPdOAK-6AQ-wZQ6uPdvN9y-chD69MQ-822Ru2VyvUxul7mFdiOSUNCguwfvD-cf_LmfJsa99_vf1Iu9_u1-_mQJXbEJjKFzch_dcx4KPrDIeoBGsnmI7g76Vj5CzRBjuFV4C2N4gDEMGMMDjGEPDFw2uMcY7lrsMYYHGMMGY4_Rt3eHJ2-PAkfcEfA4Jl0gKZkSJWWqCA1DBdaRDKmaZSydchJyLoXQtilTXMYRF6wImWKMUyKo4ikX8RO007SNfIowZaSQKuRMKjBEiWAhlxEHN78oRCaicA_N-h8x566rvSZXqfK_CnEPTfy0pW3rct2ErJdQ7mxTa3PmgLzrpu73Es2dnljn0Syjhm5p-uymW3mO7myem320061O5Qt0m5915Xr10qHyJ6g9w68 |
| linkProvider | Elsevier |
| 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=Optimization+of+power-to-heat+flexibility+for+residential+buildings+in+response+to+day-ahead+electricity+price&rft.jtitle=Energy+and+buildings&rft.au=Golmohamadi%2C+Hessam&rft.au=Guldstrand+Larsen%2C+Kim&rft.au=Gj%C3%B8l+Jensen%2C+Peter&rft.au=Riaz+Hasrat%2C+Imran&rft.date=2021-02-01&rft.issn=0378-7788&rft.volume=232&rft.spage=110665&rft_id=info:doi/10.1016%2Fj.enbuild.2020.110665&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_enbuild_2020_110665 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0378-7788&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0378-7788&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0378-7788&client=summon |