Flexibility enhancement of renewable-penetrated power systems coordinating energy storage deployment and deep peak regulation of thermal generators
•A comprehensive operational cost function was established based on the deep peak shaving characteristics of thermal generators.•The impacts of different combinations of renewable energy penetration on the power system operation were analyzed.•The effect of energy storage deployment on improving fle...
Saved in:
Published in | Electric power systems research Vol. 231; p. 110354 |
---|---|
Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier B.V
01.06.2024
|
Subjects | |
Online Access | Get full text |
ISSN | 0378-7796 1873-2046 |
DOI | 10.1016/j.epsr.2024.110354 |
Cover
Loading…
Abstract | •A comprehensive operational cost function was established based on the deep peak shaving characteristics of thermal generators.•The impacts of different combinations of renewable energy penetration on the power system operation were analyzed.•The effect of energy storage deployment on improving flexibility in high penetration renewable energy systems were analyzed.
Higher proportions of renewable energy are one of the most prominent features of future power systems. However, renewable energy, such as wind and PV power generation, is subject to inherent variability and uncertainty, which leads to fluctuations in electrical production and necessities flexibility enhancement to ensure sufficient adjustable resources responding to such fluctuations. This paper proposes to enhance the flexibility of renewable-penetrated power systems by coordinating energy storage deployment and deep peak regulation of existing thermal generators. First, the growing flexibility requirement in the presence of variable renewable energy is discussed and quantified using proposed indices. Then, we analyze the characteristics of thermal generators providing deep peak regulation, and establish a comprehensive operation cost function including coal consumption, wear-and-tear consumption, and oil consumption of thermal generators. On this basis, we propose a flexibility enhancement method coordinating battery energy storage capacity optimization and deep peak regulation of thermal generators, which aims at minimizing the total investment and operation costs while satisfying operating constraints on representative days. Extensive case studies on a modified IEEE-RST 24 system verified the proposed flexibility enhancement method under different scenarios. |
---|---|
AbstractList | •A comprehensive operational cost function was established based on the deep peak shaving characteristics of thermal generators.•The impacts of different combinations of renewable energy penetration on the power system operation were analyzed.•The effect of energy storage deployment on improving flexibility in high penetration renewable energy systems were analyzed.
Higher proportions of renewable energy are one of the most prominent features of future power systems. However, renewable energy, such as wind and PV power generation, is subject to inherent variability and uncertainty, which leads to fluctuations in electrical production and necessities flexibility enhancement to ensure sufficient adjustable resources responding to such fluctuations. This paper proposes to enhance the flexibility of renewable-penetrated power systems by coordinating energy storage deployment and deep peak regulation of existing thermal generators. First, the growing flexibility requirement in the presence of variable renewable energy is discussed and quantified using proposed indices. Then, we analyze the characteristics of thermal generators providing deep peak regulation, and establish a comprehensive operation cost function including coal consumption, wear-and-tear consumption, and oil consumption of thermal generators. On this basis, we propose a flexibility enhancement method coordinating battery energy storage capacity optimization and deep peak regulation of thermal generators, which aims at minimizing the total investment and operation costs while satisfying operating constraints on representative days. Extensive case studies on a modified IEEE-RST 24 system verified the proposed flexibility enhancement method under different scenarios. |
ArticleNumber | 110354 |
Author | Yan, Shiye Yin, Wenqian Ye, Jilei Li, Bin Zhang, Yifan Zhang, Yu Wu, Yuping |
Author_xml | – sequence: 1 givenname: Shiye surname: Yan fullname: Yan, Shiye organization: School of Energy Science and Engineering, Nanjing Tech University, Nanjing 211816, China – sequence: 2 givenname: Yifan surname: Zhang fullname: Zhang, Yifan organization: School of Energy Science and Engineering, Nanjing Tech University, Nanjing 211816, China – sequence: 3 givenname: Wenqian surname: Yin fullname: Yin, Wenqian organization: School of Energy Science and Engineering, Nanjing Tech University, Nanjing 211816, China – sequence: 4 givenname: Bin surname: Li fullname: Li, Bin organization: School of Energy Science and Engineering, Nanjing Tech University, Nanjing 211816, China – sequence: 5 givenname: Jilei surname: Ye fullname: Ye, Jilei email: yejilei@njtech.edu.cn organization: School of Energy Science and Engineering, Nanjing Tech University, Nanjing 211816, China – sequence: 6 givenname: Yuping surname: Wu fullname: Wu, Yuping organization: School of Energy Science and Engineering, Nanjing Tech University, Nanjing 211816, China – sequence: 7 givenname: Yu surname: Zhang fullname: Zhang, Yu organization: State Grid Shanghai Power Company Electric Power Research Institute, Shanghai 200240, China |
BookMark | eNp9kM9u3CAQh1G1lbq77Qv0xAt4AwZjLPVSRc0fKVIu6RlhPDhsvWABbern6AsX7-aUQ04zc_h-M_Pt0MYHDwh9peRACRVXxwPMKR5qUvMDpYQ1_APaUtmyqiZcbNCWsFZWbduJT2iX0pEQIrq22aJ_NxP8db2bXF4w-GftDZzAZxwsjuDhRfcTVHPpctQZBjyHF4g4LSnDKWETQhyc19n5seAQxwWnHKIeAQ8wT2E5h2k_lBFmPIP-VXLH31NBgl-35GeIJz3hccV1YdNn9NHqKcGX17pHP29-PF3fVQ-Pt_fX3x8qwwjJle0kFYxI0xPdNsx01uqmrRvRCJDcdj0fmJA1B9u1Uvd1J7m0XFAOknHaabZH8pJrYkgpglXG5fNd5Vc3KUrUKlcd1SpXrXLVRW5B6zfoHN1Jx-V96NsFgvLUHwdRJeOgCB9cBJPVENx7-H_ELZoA |
CitedBy_id | crossref_primary_10_1016_j_est_2024_112133 crossref_primary_10_1039_D4EE02350A crossref_primary_10_1049_tje2_70019 |
Cites_doi | 10.1016/j.ijepes.2017.09.032 10.1016/j.renene.2022.10.067 10.1109/TSTE.2017.2724546 10.3390/en12050922 10.3390/app9245399 10.1016/j.apenergy.2018.12.090 10.1155/2013/101376 10.1109/ACCESS.2020.3042216 10.1109/TIE.2017.2721878 10.1109/TSTE.2012.2212471 10.1109/TPWRS.2021.3131519 10.1109/TSTE.2018.2884500 10.1016/j.enpol.2011.01.019 10.1109/TPWRS.2014.2357816 10.3390/en10081221 10.1016/j.eneco.2016.03.006 10.1016/j.apenergy.2020.115052 10.3390/app9071487 10.1016/j.rser.2015.09.095 10.1016/j.jclepro.2022.132913 10.3390/en16041605 10.1109/ACCESS.2018.2888497 |
ContentType | Journal Article |
Copyright | 2024 Elsevier B.V. |
Copyright_xml | – notice: 2024 Elsevier B.V. |
DBID | AAYXX CITATION |
DOI | 10.1016/j.epsr.2024.110354 |
DatabaseName | CrossRef |
DatabaseTitle | CrossRef |
DatabaseTitleList | |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering |
EISSN | 1873-2046 |
ExternalDocumentID | 10_1016_j_epsr_2024_110354 S0378779624002426 |
GroupedDBID | --K --M -~X .~1 0R~ 1B1 1~. 1~5 29G 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN AABNK AACTN AAEDT AAEDW AAHCO AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AARJD AAXUO ABFNM ABMAC ABXDB ACDAQ ACGFS ACIWK ACNNM ACRLP ADBBV ADEZE ADHUB ADMUD ADTZH AEBSH AECPX AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHIDL AHJVU AI. AIEXJ AIKHN AITUG AJOXV AKRWK ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ ARUGR ASPBG AVWKF AXJTR AZFZN BELTK BJAXD BKOJK BLXMC CS3 DU5 E.L EBS EFJIC EJD EO8 EO9 EP2 EP3 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA HVGLF HZ~ IHE J1W JARJE JJJVA K-O KOM LY6 LY7 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SAC SDF SDG SES SET SEW SPC SPCBC SSR SST SSW SSZ T5K VH1 WUQ ZMT ~G- AATTM AAXKI AAYWO AAYXX ABJNI ABWVN ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AFXIZ AGCQF AGQPQ AGRNS AIGII AIIUN AKBMS AKYEP ANKPU APXCP BNPGV CITATION SSH |
ID | FETCH-LOGICAL-c300t-f9816308cb0a753c9ffa5725656e84f9b4d36824ef978ab29848f4614e83419a3 |
IEDL.DBID | .~1 |
ISSN | 0378-7796 |
IngestDate | Tue Jul 01 04:32:19 EDT 2025 Thu Apr 24 23:06:11 EDT 2025 Tue Jul 16 14:15:02 EDT 2024 |
IsPeerReviewed | true |
IsScholarly | true |
Keywords | Renewable energy Deep peak regulation Flexibility Mixed-integer linear programming Energy storage |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c300t-f9816308cb0a753c9ffa5725656e84f9b4d36824ef978ab29848f4614e83419a3 |
ParticipantIDs | crossref_citationtrail_10_1016_j_epsr_2024_110354 crossref_primary_10_1016_j_epsr_2024_110354 elsevier_sciencedirect_doi_10_1016_j_epsr_2024_110354 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | June 2024 2024-06-00 |
PublicationDateYYYYMMDD | 2024-06-01 |
PublicationDate_xml | – month: 06 year: 2024 text: June 2024 |
PublicationDecade | 2020 |
PublicationTitle | Electric power systems research |
PublicationYear | 2024 |
Publisher | Elsevier B.V |
Publisher_xml | – name: Elsevier B.V |
References | H. Ritchie, M. Roser, P. Rosado, Our world in data. Brekken, Yokochi, Von Jouanne (bib0015) 2011; 2 Zhao, Wu, Li (bib0031) 2022; 46 Min, Kim (bib0008) 2017; 10 Yang, Gao, Ma, Zhang (bib0021) 2022; 37 (Accessed 15 March 2023). Huang, Han, Rong (bib0023) 2020; 8 Denholm, Hand (bib0011) 2011; 39 Yang, Yang (bib0022) 2019; 237 Smal, Wieprow (bib0001) 2012; 16 Zhang. C. Kang (bib0006) 2015; 30 Bitaraf, Rahman (bib0014) 2018; 9 Li, Zhang, Mu (bib0029) 2019; 43 U.S. Energy Information Administration, International energy outlook 2019 Yu, Lam, Hill, Li (bib0009) 2018; 96 Ma, Silva, Belhomme, Kirschen, Ochoa (bib0007) 2013; 4 Hou, Xu, Wu (bib0016) 2020; 271 Tang, Zhang (bib0005) 2020; 11 Nadeem, Hussain, Tiwari (bib0013) 2019; 7 Cui, Xiu, Liu (bib0030) 2021; 41 Despres, Mima (bib0012) 2017; 64 Zakeri, S (bib0027) 2016; 53 Liu, Jin (bib0019) 2022; 11 Teng, Wang (bib0018) 2019; 5 Wang, Sun, Iqbal (bib0004) 2022; 200 Lin, Xu, Xia (bib0025) 2019; 9 (accessed 15 June 2023). Yang, Ye, Tung, Greenleaf (bib0017) 2018; 65 Lin, Carlsson, Ge (bib0024) 2013; 2013 IEEE 24-Bus System - Illinois Center for a Smarter Electric Grid (ICSEG). Meng, Cao (bib0010) 2022; 367 Mei, Wu, Shi (bib0020) 2019; 9 Yang, Qin, Zeng (bib0026) 2019; 12 (Accessed 8 June 2023). Lin (10.1016/j.epsr.2024.110354_bib0024) 2013; 2013 Cui (10.1016/j.epsr.2024.110354_bib0030) 2021; 41 Ma (10.1016/j.epsr.2024.110354_bib0007) 2013; 4 Teng (10.1016/j.epsr.2024.110354_bib0018) 2019; 5 Liu (10.1016/j.epsr.2024.110354_bib0019) 2022; 11 Brekken (10.1016/j.epsr.2024.110354_bib0015) 2011; 2 Li (10.1016/j.epsr.2024.110354_bib0029) 2019; 43 Yang (10.1016/j.epsr.2024.110354_bib0017) 2018; 65 Despres (10.1016/j.epsr.2024.110354_bib0012) 2017; 64 Yang (10.1016/j.epsr.2024.110354_bib0021) 2022; 37 Hou (10.1016/j.epsr.2024.110354_bib0016) 2020; 271 Denholm (10.1016/j.epsr.2024.110354_bib0011) 2011; 39 Zakeri (10.1016/j.epsr.2024.110354_bib0027) 2016; 53 Huang (10.1016/j.epsr.2024.110354_bib0023) 2020; 8 Smal (10.1016/j.epsr.2024.110354_bib0001) 2012; 16 Meng (10.1016/j.epsr.2024.110354_bib0010) 2022; 367 Lin (10.1016/j.epsr.2024.110354_bib0025) 2019; 9 Zhao (10.1016/j.epsr.2024.110354_bib0031) 2022; 46 Wang (10.1016/j.epsr.2024.110354_bib0004) 2022; 200 Zhang. C. Kang (10.1016/j.epsr.2024.110354_bib0006) 2015; 30 Mei (10.1016/j.epsr.2024.110354_bib0020) 2019; 9 Tang (10.1016/j.epsr.2024.110354_bib0005) 2020; 11 Yang (10.1016/j.epsr.2024.110354_bib0022) 2019; 237 10.1016/j.epsr.2024.110354_bib0028 10.1016/j.epsr.2024.110354_bib0002 Bitaraf (10.1016/j.epsr.2024.110354_bib0014) 2018; 9 10.1016/j.epsr.2024.110354_bib0003 Nadeem (10.1016/j.epsr.2024.110354_bib0013) 2019; 7 Min (10.1016/j.epsr.2024.110354_bib0008) 2017; 10 Yang (10.1016/j.epsr.2024.110354_bib0026) 2019; 12 Yu (10.1016/j.epsr.2024.110354_bib0009) 2018; 96 |
References_xml | – volume: 7 start-page: 4555 year: 2019 end-page: 4585 ident: bib0013 article-title: Comparative review of energy storage systems, their roles, and impacts on future power systems publication-title: IEEE Access – volume: 2013 year: 2013 ident: bib0024 article-title: A review of piecewise linearization methods publication-title: Math. Probl. Eng. – volume: 53 start-page: 1634 year: 2016 end-page: 1635 ident: bib0027 article-title: Electrical energy storage systems: a comparative life cycle cost analysis publication-title: Renew. Sust. Energ. Rev. – volume: 8 start-page: 218542 year: 2020 end-page: 218553 ident: bib0023 article-title: Stochastic economic dispatch of hydro-thermal-wind-photovoltaic power system considering mixed coal-blending combustion publication-title: IEEE Access – volume: 46 start-page: 1752 year: 2022 end-page: 1761 ident: bib0031 article-title: Analysis of power system peaking capacity and economy considering uncertainty of wind and solar output publication-title: Power Syst. Technol. – volume: 5 start-page: 266 year: 2019 end-page: 274 ident: bib0018 article-title: Multi-energy storage system model based on electricity heat and hydrogen coordinated optimization for power grid flexibility publication-title: CSEE J. Power Energy Syst. – volume: 43 start-page: 3961 year: 2019 end-page: 3970 ident: bib0029 article-title: Hierarchical optimization scheduling of deep peak shaving for energy-storage auxiliary thermal power generating units publication-title: Power Syst. Technol. – reference: (Accessed 8 June 2023). – volume: 9 start-page: 5399 year: 2019 ident: bib0025 article-title: Multi-angle economic analysis of coal-fired units with plasma ignition and oil injection during deep peak shaving in China publication-title: Appl. Sci. Basel – volume: 65 start-page: 394 year: 2018 end-page: 402 ident: bib0017 article-title: Integrated size and energy management design of battery storage to enhance grid integration of large-scale PV power plants publication-title: IEEE Trans. Ind. Electron. – reference: (Accessed 15 March 2023). – volume: 271 year: 2020 ident: bib0016 article-title: Optimal capacity configuration of the wind-photovoltaic-storage hybrid power system based on gravity energy storage system publication-title: Appl. Energy – reference: U.S. Energy Information Administration, International energy outlook 2019, – volume: 10 start-page: 1221 year: 2017 ident: bib0008 article-title: Net load carrying capability of generating units in power systems publication-title: Energies – volume: 96 start-page: 43 year: 2018 end-page: 51 ident: bib0009 article-title: A unified framework for wide area measurement system planning publication-title: Int. J. Elec. Power – volume: 12 start-page: 922 year: 2019 ident: bib0026 article-title: Interval optimization-based unit commitment for deep peak regulation of thermal units publication-title: Energies – volume: 16 start-page: 1605 year: 2012 ident: bib0001 article-title: Energy security in the context of global energy crisis: economic and financial conditions publication-title: Energies – volume: 367 year: 2022 ident: bib0010 article-title: The real cost of deep peak shaving for renewable energy accommodation in coal-fired power plants: calculation framework and case study in China publication-title: J. Clean. Prod. – volume: 64 start-page: 638 year: 2017 end-page: 650 ident: bib0012 article-title: Storage as a flexibility option in power systems with high shares of variable renewable energy sources: a POLES-based analysis publication-title: Energy Econ. – volume: 9 start-page: 228 year: 2018 end-page: 236 ident: bib0014 article-title: Reducing curtailed wind energy through energy storage and demand response publication-title: IEEE Trans. Sustain. Energy – reference: H. Ritchie, M. Roser, P. Rosado, Our world in data. – reference: .(accessed 15 June 2023). – volume: 4 start-page: 200 year: 2013 end-page: 209 ident: bib0007 article-title: Evaluating and planning flexibility in sustainable power systems publication-title: IEEE Trans. Sustain. Energy – volume: 237 start-page: 720 year: 2019 end-page: 732 ident: bib0022 article-title: Advantage of variable-speed pumped storage plants for mitigating wind power variations: integrated modelling and performance assessment publication-title: Appl. Energy – volume: 9 start-page: 1487 year: 2019 ident: bib0020 article-title: An ultrashort-term net load forecasting model based on phase space reconstruction and deep neural network publication-title: Appl. Sci. Basel – volume: 200 start-page: 1561 year: 2022 end-page: 1572 ident: bib0004 article-title: Green financing role on renewable energy dependence and energy transition in E7 economies publication-title: Renew. Energ. – volume: 2 start-page: 69 year: 2011 end-page: 77 ident: bib0015 article-title: Optimal energy storage sizing and control for wind power applications publication-title: IEEE Trans. Sustain. Energy – volume: 11 start-page: 29 year: 2022 ident: bib0019 article-title: Peak shaving and frequency regulation coordinated output optimization based on improving economy of energy storage publication-title: Electronics (Basel) – reference: IEEE 24-Bus System - Illinois Center for a Smarter Electric Grid (ICSEG). – volume: 39 start-page: 1817 year: 2011 end-page: 1830 ident: bib0011 article-title: Grid flexibility and storage required to achieve very high penetration of variable renewable electricity publication-title: Energy Policy – volume: 11 start-page: 93 year: 2020 end-page: 106 ident: bib0005 article-title: Extreme photovoltaic power analytics for electric utilities publication-title: IEEE Trans. Sustain. Energy – volume: 30 start-page: 1582 year: 2015 end-page: 1592 ident: bib0006 article-title: A convex model of risk-based unit commitment for day-ahead market clearing considering wind power uncertainty publication-title: IEEE T Power Syst. – volume: 37 start-page: 3889 year: 2022 end-page: 3901 ident: bib0021 article-title: Optimal modification of peak-valley period under multiple time-of-use schemes based on dynamic load point method considering reliability publication-title: IEEE Trans. Power Syst. – volume: 41 start-page: 4403 year: 2021 end-page: 4415 ident: bib0030 article-title: Dual level optimal dispatch of power system considering demand response and pricing strategy on deep peak regulation publication-title: Proc. Chin. Soc. Electr. Eng. – volume: 96 start-page: 43 year: 2018 ident: 10.1016/j.epsr.2024.110354_bib0009 article-title: A unified framework for wide area measurement system planning publication-title: Int. J. Elec. Power doi: 10.1016/j.ijepes.2017.09.032 – volume: 200 start-page: 1561 year: 2022 ident: 10.1016/j.epsr.2024.110354_bib0004 article-title: Green financing role on renewable energy dependence and energy transition in E7 economies publication-title: Renew. Energ. doi: 10.1016/j.renene.2022.10.067 – volume: 9 start-page: 228 year: 2018 ident: 10.1016/j.epsr.2024.110354_bib0014 article-title: Reducing curtailed wind energy through energy storage and demand response publication-title: IEEE Trans. Sustain. Energy doi: 10.1109/TSTE.2017.2724546 – volume: 12 start-page: 922 year: 2019 ident: 10.1016/j.epsr.2024.110354_bib0026 article-title: Interval optimization-based unit commitment for deep peak regulation of thermal units publication-title: Energies doi: 10.3390/en12050922 – volume: 9 start-page: 5399 year: 2019 ident: 10.1016/j.epsr.2024.110354_bib0025 article-title: Multi-angle economic analysis of coal-fired units with plasma ignition and oil injection during deep peak shaving in China publication-title: Appl. Sci. Basel doi: 10.3390/app9245399 – volume: 237 start-page: 720 year: 2019 ident: 10.1016/j.epsr.2024.110354_bib0022 article-title: Advantage of variable-speed pumped storage plants for mitigating wind power variations: integrated modelling and performance assessment publication-title: Appl. Energy doi: 10.1016/j.apenergy.2018.12.090 – volume: 2013 year: 2013 ident: 10.1016/j.epsr.2024.110354_bib0024 article-title: A review of piecewise linearization methods publication-title: Math. Probl. Eng. doi: 10.1155/2013/101376 – ident: 10.1016/j.epsr.2024.110354_bib0028 – ident: 10.1016/j.epsr.2024.110354_bib0002 – volume: 8 start-page: 218542 year: 2020 ident: 10.1016/j.epsr.2024.110354_bib0023 article-title: Stochastic economic dispatch of hydro-thermal-wind-photovoltaic power system considering mixed coal-blending combustion publication-title: IEEE Access doi: 10.1109/ACCESS.2020.3042216 – volume: 41 start-page: 4403 year: 2021 ident: 10.1016/j.epsr.2024.110354_bib0030 article-title: Dual level optimal dispatch of power system considering demand response and pricing strategy on deep peak regulation publication-title: Proc. Chin. Soc. Electr. Eng. – volume: 65 start-page: 394 year: 2018 ident: 10.1016/j.epsr.2024.110354_bib0017 article-title: Integrated size and energy management design of battery storage to enhance grid integration of large-scale PV power plants publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/TIE.2017.2721878 – volume: 4 start-page: 200 year: 2013 ident: 10.1016/j.epsr.2024.110354_bib0007 article-title: Evaluating and planning flexibility in sustainable power systems publication-title: IEEE Trans. Sustain. Energy doi: 10.1109/TSTE.2012.2212471 – volume: 37 start-page: 3889 year: 2022 ident: 10.1016/j.epsr.2024.110354_bib0021 article-title: Optimal modification of peak-valley period under multiple time-of-use schemes based on dynamic load point method considering reliability publication-title: IEEE Trans. Power Syst. doi: 10.1109/TPWRS.2021.3131519 – volume: 11 start-page: 93 issue: 1 year: 2020 ident: 10.1016/j.epsr.2024.110354_bib0005 article-title: Extreme photovoltaic power analytics for electric utilities publication-title: IEEE Trans. Sustain. Energy doi: 10.1109/TSTE.2018.2884500 – volume: 5 start-page: 266 year: 2019 ident: 10.1016/j.epsr.2024.110354_bib0018 article-title: Multi-energy storage system model based on electricity heat and hydrogen coordinated optimization for power grid flexibility publication-title: CSEE J. Power Energy Syst. – volume: 39 start-page: 1817 year: 2011 ident: 10.1016/j.epsr.2024.110354_bib0011 article-title: Grid flexibility and storage required to achieve very high penetration of variable renewable electricity publication-title: Energy Policy doi: 10.1016/j.enpol.2011.01.019 – volume: 30 start-page: 1582 issue: 3 year: 2015 ident: 10.1016/j.epsr.2024.110354_bib0006 article-title: A convex model of risk-based unit commitment for day-ahead market clearing considering wind power uncertainty publication-title: IEEE T Power Syst. doi: 10.1109/TPWRS.2014.2357816 – volume: 2 start-page: 69 year: 2011 ident: 10.1016/j.epsr.2024.110354_bib0015 article-title: Optimal energy storage sizing and control for wind power applications publication-title: IEEE Trans. Sustain. Energy – volume: 46 start-page: 1752 year: 2022 ident: 10.1016/j.epsr.2024.110354_bib0031 article-title: Analysis of power system peaking capacity and economy considering uncertainty of wind and solar output publication-title: Power Syst. Technol. – volume: 10 start-page: 1221 year: 2017 ident: 10.1016/j.epsr.2024.110354_bib0008 article-title: Net load carrying capability of generating units in power systems publication-title: Energies doi: 10.3390/en10081221 – volume: 64 start-page: 638 year: 2017 ident: 10.1016/j.epsr.2024.110354_bib0012 article-title: Storage as a flexibility option in power systems with high shares of variable renewable energy sources: a POLES-based analysis publication-title: Energy Econ. doi: 10.1016/j.eneco.2016.03.006 – volume: 271 year: 2020 ident: 10.1016/j.epsr.2024.110354_bib0016 article-title: Optimal capacity configuration of the wind-photovoltaic-storage hybrid power system based on gravity energy storage system publication-title: Appl. Energy doi: 10.1016/j.apenergy.2020.115052 – ident: 10.1016/j.epsr.2024.110354_bib0003 – volume: 9 start-page: 1487 year: 2019 ident: 10.1016/j.epsr.2024.110354_bib0020 article-title: An ultrashort-term net load forecasting model based on phase space reconstruction and deep neural network publication-title: Appl. Sci. Basel doi: 10.3390/app9071487 – volume: 53 start-page: 1634 year: 2016 ident: 10.1016/j.epsr.2024.110354_bib0027 article-title: Electrical energy storage systems: a comparative life cycle cost analysis publication-title: Renew. Sust. Energ. Rev. doi: 10.1016/j.rser.2015.09.095 – volume: 367 year: 2022 ident: 10.1016/j.epsr.2024.110354_bib0010 article-title: The real cost of deep peak shaving for renewable energy accommodation in coal-fired power plants: calculation framework and case study in China publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2022.132913 – volume: 43 start-page: 3961 year: 2019 ident: 10.1016/j.epsr.2024.110354_bib0029 article-title: Hierarchical optimization scheduling of deep peak shaving for energy-storage auxiliary thermal power generating units publication-title: Power Syst. Technol. – volume: 16 start-page: 1605 year: 2012 ident: 10.1016/j.epsr.2024.110354_bib0001 article-title: Energy security in the context of global energy crisis: economic and financial conditions publication-title: Energies doi: 10.3390/en16041605 – volume: 11 start-page: 29 year: 2022 ident: 10.1016/j.epsr.2024.110354_bib0019 article-title: Peak shaving and frequency regulation coordinated output optimization based on improving economy of energy storage publication-title: Electronics (Basel) – volume: 7 start-page: 4555 year: 2019 ident: 10.1016/j.epsr.2024.110354_bib0013 article-title: Comparative review of energy storage systems, their roles, and impacts on future power systems publication-title: IEEE Access doi: 10.1109/ACCESS.2018.2888497 |
SSID | ssj0006975 |
Score | 2.4611309 |
Snippet | •A comprehensive operational cost function was established based on the deep peak shaving characteristics of thermal generators.•The impacts of different... |
SourceID | crossref elsevier |
SourceType | Enrichment Source Index Database Publisher |
StartPage | 110354 |
SubjectTerms | Deep peak regulation Energy storage Flexibility Mixed-integer linear programming Renewable energy |
Title | Flexibility enhancement of renewable-penetrated power systems coordinating energy storage deployment and deep peak regulation of thermal generators |
URI | https://dx.doi.org/10.1016/j.epsr.2024.110354 |
Volume | 231 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV07T8MwELaqssCAeIryqDywIdM0sRNnrCqqAqILVOoWOYldyiONaBFi4U_wh7lzXCgS6sAWR37JZ93D-u47Qk6jMAWjELaZyrTHuMgyluZCMBELz4-NFyqblXYzCPtDfjUSoxrpLnJhEFbpdH-l0622dn9a7jRb5WTSuvUCuGxRHCIKEg0NZrDzCGF95x8_MI8wtmS72Jlhb5c4U2G8dDlDTlCfIxo-EPxv47RkcHpbZNN5irRTbWab1HSxQzaW-AN3yWcP6SwtvPWd6uIeJYivfXRqKFJVvmFeFCvhy3LQ5rTEmmi0Ym-e0WwKkecEnwOLMdU2CZAiWBJUDM01VgK2k6kih6YuaanVI8w7dhW_cBV0H59hl2PLXo2Ve_bIsHdx1-0zV2WBZYHnzZmJJfhknsxST0HsksXGKBH56OhpyU2c8jwIpc-1gYBTpX4suTQcrLqWyAWngn1SL6aFPiA0CDUoLW4iaQSHWAemCvIADKBEnkHuN0h7cbxJ5ijIsRLGU7LAmj0kKJIERZJUImmQs-8xZUXAsbK3WEgt-XWNErAQK8Yd_nPcEVnHVoUdOyb1-curPgEvZZ427TVskrXO5XV_8AX2o-i1 |
linkProvider | Elsevier |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3JTsMwEB1BewAOiFWU1QduyGpI7NQ5VhVVS5cLReIWZbFLWdKIFiG-gx9mJnGrIiEO3LKNY3msWaw3bwAuG36MTsG_5lGiHS5kkvA4lZLLQDpuYBw_KqrSBkO_cy9uH-TDGrQWtTAEq7S2v7TphbW2T-p2Nev5ZFK_czzcbI3AJxQkOZp1qBI7lahAtdntdYZLg-wHBd8ufc9JwNbOlDAvnc-IFtQVBIj3pPjdP634nPYObNtgkTXL-ezCms72YGuFQnAfvtrEaFkgXD-Zzh5JiXTgx6aGEVvlB5VG8RyvChralOXUFo2VBM4zlkwx-ZzQiWA2ZrqoA2SEl0Qrw1JNzYCLwaIsxVuds1xHzzju2Db9or9QBPmKsxwXBNbUvOcA7ts3o1aH20YLPPEcZ85NoDAsc1QSOxGmL0lgTCQbLsV6WgkTxCL1fOUKbTDnjGI3UEIZgY5dK6KDi7xDqGTTTB8B83yNdkuYhjJSYLqDQ3mphz5QEdWgcGtwvVjeMLEs5NQM4yVcwM2eQlJJSCoJS5XU4Gopk5ccHH9-LRdaC3_spBCdxB9yx_-Uu4CNzmjQD_vdYe8ENulNCSU7hcr87V2fYdAyj8_tpvwG8ELrZg |
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=Flexibility+enhancement+of+renewable-penetrated+power+systems+coordinating+energy+storage+deployment+and+deep+peak+regulation+of+thermal+generators&rft.jtitle=Electric+power+systems+research&rft.au=Yan%2C+Shiye&rft.au=Zhang%2C+Yifan&rft.au=Yin%2C+Wenqian&rft.au=Li%2C+Bin&rft.date=2024-06-01&rft.pub=Elsevier+B.V&rft.issn=0378-7796&rft.eissn=1873-2046&rft.volume=231&rft_id=info:doi/10.1016%2Fj.epsr.2024.110354&rft.externalDocID=S0378779624002426 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0378-7796&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0378-7796&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0378-7796&client=summon |