Optimal Dispatching of Regional Interconnection Multi‐Microgrids Based on Multi‐Strategy Improved Whale Optimization Algorithm
The interconnection of multiple microgrids can effectively improve the operating efficiency of the system and reduce the cost of power generation. First, establish an economic environment optimal dispatch model based on the regional interconnected multi‐microgrids system, and formulate a dispatch st...
Gespeichert in:
| Veröffentlicht in: | IEEJ transactions on electrical and electronic engineering Jg. 17; H. 6; S. 766 - 779 |
|---|---|
| Hauptverfasser: | , , , , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Hoboken, USA
John Wiley & Sons, Inc
01.06.2022
Wiley Subscription Services, Inc |
| Schlagworte: | |
| ISSN: | 1931-4973, 1931-4981 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | The interconnection of multiple microgrids can effectively improve the operating efficiency of the system and reduce the cost of power generation. First, establish an economic environment optimal dispatch model based on the regional interconnected multi‐microgrids system, and formulate a dispatch strategy based on the time‐of‐use electricity price and the supply‐demand relationship between microgrids; Secondly, in order to solve this constrained optimization problem, a whale algorithm improved with five strategies including adaptive inertial weights, dynamic spiral search and generalized opposition‐based learning is proposed to obtain higher solution accuracy and anti‐premature convergence ability; Finally, combined 12 test functions to test the effectiveness of the improved algorithm, and use the improved algorithm to solve the example model containing two microgrids, and analyze it in two states of interconnection operation and non‐interconnection operation. The simulation results show that the regional interconnection operation of the microgrid under the established dispatching strategy can effectively reduce the overall operating cost of the system, and at the same time show the effectiveness of the improved algorithm to solve the optimal dispatching problem. © 2022 Institute of Electrical Engineers of Japan. Published by Wiley Periodicals LLC. |
|---|---|
| AbstractList | The interconnection of multiple microgrids can effectively improve the operating efficiency of the system and reduce the cost of power generation. First, establish an economic environment optimal dispatch model based on the regional interconnected multi‐microgrids system, and formulate a dispatch strategy based on the time‐of‐use electricity price and the supply‐demand relationship between microgrids; Secondly, in order to solve this constrained optimization problem, a whale algorithm improved with five strategies including adaptive inertial weights, dynamic spiral search and generalized opposition‐based learning is proposed to obtain higher solution accuracy and anti‐premature convergence ability; Finally, combined 12 test functions to test the effectiveness of the improved algorithm, and use the improved algorithm to solve the example model containing two microgrids, and analyze it in two states of interconnection operation and non‐interconnection operation. The simulation results show that the regional interconnection operation of the microgrid under the established dispatching strategy can effectively reduce the overall operating cost of the system, and at the same time show the effectiveness of the improved algorithm to solve the optimal dispatching problem. © 2022 Institute of Electrical Engineers of Japan. Published by Wiley Periodicals LLC. |
| Author | Liu, Lianxin Si, Shuqian Wang, Chen Dou, Zhenhai Wang, Zichen Dong, Jun |
| Author_xml | – sequence: 1 givenname: Zichen surname: Wang fullname: Wang, Zichen organization: Shandong University of Technology – sequence: 2 givenname: Zhenhai surname: Dou fullname: Dou, Zhenhai email: douzhenhai@163.com organization: Shandong University of Technology – sequence: 3 givenname: Jun surname: Dong fullname: Dong, Jun organization: Shandong University of Technology – sequence: 4 givenname: Shuqian surname: Si fullname: Si, Shuqian organization: Shandong University of Technology – sequence: 5 givenname: Chen surname: Wang fullname: Wang, Chen organization: State Grid Liaocheng Power Supply Company – sequence: 6 givenname: Lianxin surname: Liu fullname: Liu, Lianxin organization: Shandong University of Technology |
| BookMark | eNp9kNFKwzAUhoMouE0vfIOAV150S5o2bS7nnDrYGOjEy5KmaZfRtTXJlHklPoHP6JMYOxER9OoczvnPn_xfF-xXdSUBOMGojxHyB1bKvk9CSvdABzOCvYDFeP-7j8gh6BqzQiigJI474HXeWLXmJbxQpuFWLFVVwDqHN7JQdeXmk8pKLeqqksK6CZxtSqveX95mSui60Coz8JwbmcEfu1uruZXFFk7Wja4f3fJ-yUsJ27fUM2-NhmVRa2WX6yNwkPPSyOOv2gN3l-PF6Nqbzq8mo-HUEz6LqOdjSlkcc5pilHNJcJSmnLEwF1nqRywkGU9ZFmSU-CSOIkwF4UEoWIg4winKSQ-c7nzdnx420thkVW-0y2gSn9IYUUZ95FRnO5WLZ4yWedJoB0hvE4yST8SJQ5y0iJ128EsrlG3TOQCq_O_iSZVy-7d1shiPdxcfuEuTVQ |
| CitedBy_id | crossref_primary_10_3390_en17061491 crossref_primary_10_1002_tee_23711 crossref_primary_10_3233_JIFS_236930 crossref_primary_10_3390_en17205201 crossref_primary_10_1016_j_jer_2023_10_042 crossref_primary_10_3390_biomimetics8020150 crossref_primary_10_3390_biomimetics9030138 |
| Cites_doi | 10.1049/iet-rpg.2019.1155 10.1016/j.scs.2018.04.001 10.1109/ACCESS.2019.2955515 10.3390/en11123264 10.1016/j.advengsoft.2016.01.008 10.1109/ACCESS.2019.2920008 10.1016/j.knosys.2015.12.022 10.1016/j.apenergy.2020.115170 10.1109/ACCESS.2019.2945597 10.1002/tee.23198 10.1016/j.advengsoft.2013.12.007 10.1109/ACCESS.2021.3053122 10.1109/TSG.2017.2787790 10.1002/tee.22096 |
| ContentType | Journal Article |
| Copyright | 2022 Institute of Electrical Engineers of Japan. Published by Wiley Periodicals LLC. |
| Copyright_xml | – notice: 2022 Institute of Electrical Engineers of Japan. Published by Wiley Periodicals LLC. |
| DBID | AAYXX CITATION 7SP 8FD L7M |
| DOI | 10.1002/tee.23566 |
| DatabaseName | CrossRef Electronics & Communications Abstracts Technology Research Database Advanced Technologies Database with Aerospace |
| DatabaseTitle | CrossRef Technology Research Database Advanced Technologies Database with Aerospace Electronics & Communications Abstracts |
| DatabaseTitleList | CrossRef Technology Research Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1931-4981 |
| EndPage | 779 |
| ExternalDocumentID | 10_1002_tee_23566 TEE23566 |
| Genre | article |
| GrantInformation_xml | – fundername: Key R & D Plan Projects funderid: 2019ZBXC498 – fundername: National Key R & D Program of China funderid: 2017YFB092800 |
| GroupedDBID | .3N .GA .Y3 05W 0R~ 1L6 1OC 31~ 33P 3SF 3WU 4.4 50Y 50Z 52M 52O 52T 52U 52W 5GY 702 7PT 8-0 8-1 8-3 8-4 8-5 930 A03 AAESR AAEVG AAHHS AAHQN AAMNL AANHP AANLZ AAONW AASGY AAXRX AAYCA AAZKR ABCUV ABIJN ABJNI ACAHQ ACBWZ ACCFJ ACCZN ACGFS ACIWK ACPOU ACRPL ACXBN ACXQS ACYXJ ADBBV ADEOM ADIZJ ADMGS ADNMO ADOZA ADXAS ADZOD AEEZP AEIGN AEIMD AENEX AEQDE AEUQT AEUYR AFBPY AFFPM AFGKR AFPWT AHBTC AITYG AIURR AIWBW AJBDE AJXKR ALAGY ALMA_UNASSIGNED_HOLDINGS ALUQN ALVPJ AMBMR AMYDB ASPBG ATUGU AUFTA AVWKF AZBYB AZFZN AZVAB BAFTC BDRZF BFHJK BHBCM BMNLL BMXJE BNHUX BROTX BRXPI CS3 D-E D-F DCZOG DPXWK DRFUL DRSTM DU5 EBS EJD F00 F01 F04 F21 FEDTE G-S G.N GODZA H.T H.X HF~ HGLYW HHZ HVGLF HZ~ LATKE LAW LEEKS LH4 LITHE LOXES LP6 LP7 LUTES LW6 LYRES MEWTI MK4 MK~ MRFUL MRSTM MSFUL MSSTM MXFUL MXSTM MY~ N04 N05 NF~ O66 O9- OIG P2P P2W P2X P4D Q.N QB0 R.K ROL RWI RX1 SUPJJ UB1 W8V W99 WBKPD WIH WIK WLBEL WOHZO WXSBR WYISQ XV2 ZZTAW ~IA ~WT AAMMB AAYXX ADMLS AEFGJ AEYWJ AGHNM AGQPQ AGXDD AGYGG AIDQK AIDYY CITATION O8X 7SP 8FD L7M |
| ID | FETCH-LOGICAL-c2976-2166988a6b10fae317bba995fcdb27953dab9d4d632387716c3a45c950a01b0f3 |
| IEDL.DBID | DRFUL |
| ISICitedReferencesCount | 7 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000793220400001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1931-4973 |
| IngestDate | Fri Jul 25 12:12:14 EDT 2025 Tue Nov 18 21:34:50 EST 2025 Sat Nov 29 06:12:38 EST 2025 Wed Jan 22 16:25:04 EST 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 6 |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c2976-2166988a6b10fae317bba995fcdb27953dab9d4d632387716c3a45c950a01b0f3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| PQID | 2668069620 |
| PQPubID | 996339 |
| PageCount | 14 |
| ParticipantIDs | proquest_journals_2668069620 crossref_primary_10_1002_tee_23566 crossref_citationtrail_10_1002_tee_23566 wiley_primary_10_1002_tee_23566_TEE23566 |
| PublicationCentury | 2000 |
| PublicationDate | June 2022 2022-06-00 20220601 |
| PublicationDateYYYYMMDD | 2022-06-01 |
| PublicationDate_xml | – month: 06 year: 2022 text: June 2022 |
| PublicationDecade | 2020 |
| PublicationPlace | Hoboken, USA |
| PublicationPlace_xml | – name: Hoboken, USA – name: Tokyo |
| PublicationTitle | IEEJ transactions on electrical and electronic engineering |
| PublicationYear | 2022 |
| Publisher | John Wiley & Sons, Inc Wiley Subscription Services, Inc |
| Publisher_xml | – name: John Wiley & Sons, Inc – name: Wiley Subscription Services, Inc |
| References | 2021; 9 2019; 7 2015; 36 2014; 4 2019; 10 2019; 35 2019; 46 2017; 32 2020; 270 2015; 10 2020; 15 2014; 69 2016; 96 2020; 14 2016; 95 2018; 51 2018; 40 2018; 11 2018; 42 2016; 36 2014; 34 2018; 14 e_1_2_8_17_1 e_1_2_8_18_1 e_1_2_8_19_1 e_1_2_8_24_1 e_1_2_8_14_1 e_1_2_8_25_1 e_1_2_8_15_1 Chengshan W (e_1_2_8_3_1) 2015; 36 Hao W (e_1_2_8_20_1) 2018; 42 Zhiji Z (e_1_2_8_21_1) 2019; 46 Cong O (e_1_2_8_16_1) 2017; 32 e_1_2_8_2_1 Gang L (e_1_2_8_13_1) 2018; 51 Xinfa Y (e_1_2_8_5_1) 2014; 34 Adel Sabry E (e_1_2_8_9_1) 2014; 4 e_1_2_8_6_1 Shilaja C (e_1_2_8_7_1) 2019; 35 Xialin L (e_1_2_8_4_1) 2016; 36 e_1_2_8_8_1 e_1_2_8_10_1 Bo Z (e_1_2_8_22_1) 2018; 14 e_1_2_8_11_1 e_1_2_8_12_1 e_1_2_8_23_1 |
| References_xml | – volume: 36 start-page: 38 issue: 01 year: 2015 end-page: 45 article-title: Review of methods of planning and Design of Microgrids publication-title: Electric Power Construction – volume: 95 start-page: 51 year: 2016 end-page: 67 article-title: The whale optimization algorithm publication-title: Advances in Engineering Software – volume: 15 start-page: 1312 issue: 9 year: 2020 end-page: 1320 article-title: Short‐term load forecasting based on Gaussian process regression with density peak clustering and information sharing antlion optimizer publication-title: IEEJ Transactions on Electrical and Electronic Engineering – volume: 34 start-page: 57 issue: 01 year: 2014 end-page: 70 article-title: Overview on micro‐grid technology publication-title: Proceedings of the CSEE – volume: 69 start-page: 46 year: 2014 end-page: 61 article-title: Grey wolf optimizer publication-title: Advances in Engineering Software – volume: 36 start-page: 2 issue: 01 year: 2016 end-page: 17 article-title: Key technologies of DC microgrids: An overview publication-title: Proceedings of the CSEE – volume: 7 start-page: 145880 year: 2019 end-page: 145888 article-title: Multi‐objective optimal dispatching of microgrid with large‐scale electric vehicles publication-title: IEEE Access – volume: 14 start-page: 1997 issue: 11 year: 2020 end-page: 2006 article-title: Risk‐averse microgrid cluster switching approach for improving distribution system characteristics considering uncertainties of renewable energy resources publication-title: IET Renewable Power Generation – volume: 51 start-page: 125 issue: 02 year: 2018 end-page: 132 article-title: Economic dispatch of microgrid with energy storage under different price policies publication-title: Electric Power – volume: 32 start-page: 134 issue: 05 year: 2017 end-page: 142 article-title: Decentralized dynamic economic dispatch algorithm of microgrids using synchronous alternating direction method of multipliers publication-title: Transactions of China Electrotechnical Society – volume: 9 start-page: 15520 year: 2021 end-page: 15529 article-title: Research on bi‐level optimized operation strategy of microgrid cluster based on IABC algorithm publication-title: IEEE Access – volume: 10 start-page: 2046 issue: 2 year: 2019 end-page: 2058 article-title: Multi‐objective optimal dispatch of microgrid under uncertainties via interval optimization publication-title: IEEE Transactions on Smart Grid – volume: 4 start-page: 1978 issue: 9 year: 2014 end-page: 1986 article-title: Cuttlefish algorithm ‐a novel bio‐inspired optimization algorithm publication-title: International Journal of Scientific & Engineering Research – volume: 42 start-page: 1718 issue: 06 year: 2018 end-page: 1727 article-title: Bi‐level distributed optimization for microgrid clusters based on alternating direction method of multipliers publication-title: Power System Technology – volume: 7 start-page: 176218 year: 2019 end-page: 176232 article-title: Stochastic multi‐objective optimized dispatch of combined cooling, heating, and power microgrids based on hybrid evolutionary optimization algorithm publication-title: IEEE Access – volume: 46 start-page: 25 issue: 02 year: 2019 end-page: 33 article-title: Distributed optimization scheduling of multi‐microgrids with multiple stakeholders based on analytical target cascading publication-title: Journal of North China Electric Power University – volume: 14 start-page: 376 issue: 3 year: 2018 end-page: 382 article-title: Short‐term load forecasting based on wavelet neural network with adaptive mutation bat optimization algorithm publication-title: IEEJ Transactions on Electrical and Electronic Engineering – volume: 40 start-page: 416 year: 2018 end-page: 427 article-title: A multiagent based decentralized energy management system for power exchange minimization in microgrid cluster publication-title: Sustainable Cities and Society – volume: 35 start-page: 1 issue: 2 year: 2019 end-page: 25 article-title: Day‐ahead optimal scheduling of microgrid with adaptive grasshopper optimization algorithm publication-title: International Journal of Communication Systems – volume: 270 year: 2020 article-title: A fair electricity market strategy for energy management and reliability enhancement of islanded multi‐microgrids publication-title: Applied Energy – volume: 11 start-page: 3264 issue: 12 year: 2018 article-title: Multiobjective joint economic dispatching of a microgrid with multiple distributed generation publication-title: Energies – volume: 7 start-page: 72158 year: 2019 end-page: 72169 article-title: A survey of energy management in interconnected multi‐microgrids publication-title: IEEE Access – volume: 96 start-page: 120 year: 2016 end-page: 133 article-title: SCA: A sine cosine algorithm for solving optimization problems publication-title: Knowledge‐Based Systems – volume: 10 start-page: 376 issue: 4 year: 2015 end-page: 382 article-title: Constrained multiobjective optimization for microgrid based on nondominated immune algorithm publication-title: IEEJ Transactions on Electrical and Electronic Engineering – volume: 14 start-page: 376 issue: 3 year: 2018 ident: e_1_2_8_22_1 article-title: Short‐term load forecasting based on wavelet neural network with adaptive mutation bat optimization algorithm publication-title: IEEJ Transactions on Electrical and Electronic Engineering – ident: e_1_2_8_2_1 doi: 10.1049/iet-rpg.2019.1155 – ident: e_1_2_8_15_1 doi: 10.1016/j.scs.2018.04.001 – ident: e_1_2_8_10_1 doi: 10.1109/ACCESS.2019.2955515 – ident: e_1_2_8_12_1 doi: 10.3390/en11123264 – ident: e_1_2_8_8_1 doi: 10.1016/j.advengsoft.2016.01.008 – volume: 36 start-page: 2 issue: 01 year: 2016 ident: e_1_2_8_4_1 article-title: Key technologies of DC microgrids: An overview publication-title: Proceedings of the CSEE – ident: e_1_2_8_14_1 doi: 10.1109/ACCESS.2019.2920008 – volume: 36 start-page: 38 issue: 01 year: 2015 ident: e_1_2_8_3_1 article-title: Review of methods of planning and Design of Microgrids publication-title: Electric Power Construction – ident: e_1_2_8_25_1 doi: 10.1016/j.knosys.2015.12.022 – volume: 51 start-page: 125 issue: 02 year: 2018 ident: e_1_2_8_13_1 article-title: Economic dispatch of microgrid with energy storage under different price policies publication-title: Electric Power – ident: e_1_2_8_17_1 doi: 10.1016/j.apenergy.2020.115170 – ident: e_1_2_8_11_1 doi: 10.1109/ACCESS.2019.2945597 – ident: e_1_2_8_23_1 doi: 10.1002/tee.23198 – ident: e_1_2_8_24_1 doi: 10.1016/j.advengsoft.2013.12.007 – volume: 34 start-page: 57 issue: 01 year: 2014 ident: e_1_2_8_5_1 article-title: Overview on micro‐grid technology publication-title: Proceedings of the CSEE – volume: 4 start-page: 1978 issue: 9 year: 2014 ident: e_1_2_8_9_1 article-title: Cuttlefish algorithm ‐a novel bio‐inspired optimization algorithm publication-title: International Journal of Scientific & Engineering Research – volume: 32 start-page: 134 issue: 05 year: 2017 ident: e_1_2_8_16_1 article-title: Decentralized dynamic economic dispatch algorithm of microgrids using synchronous alternating direction method of multipliers publication-title: Transactions of China Electrotechnical Society – ident: e_1_2_8_19_1 doi: 10.1109/ACCESS.2021.3053122 – volume: 35 start-page: 1 issue: 2 year: 2019 ident: e_1_2_8_7_1 article-title: Day‐ahead optimal scheduling of microgrid with adaptive grasshopper optimization algorithm publication-title: International Journal of Communication Systems – volume: 42 start-page: 1718 issue: 06 year: 2018 ident: e_1_2_8_20_1 article-title: Bi‐level distributed optimization for microgrid clusters based on alternating direction method of multipliers publication-title: Power System Technology – ident: e_1_2_8_6_1 doi: 10.1109/TSG.2017.2787790 – ident: e_1_2_8_18_1 doi: 10.1002/tee.22096 – volume: 46 start-page: 25 issue: 02 year: 2019 ident: e_1_2_8_21_1 article-title: Distributed optimization scheduling of multi‐microgrids with multiple stakeholders based on analytical target cascading publication-title: Journal of North China Electric Power University |
| SSID | ssj0046388 |
| Score | 2.285361 |
| Snippet | The interconnection of multiple microgrids can effectively improve the operating efficiency of the system and reduce the cost of power generation. First,... |
| SourceID | proquest crossref wiley |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 766 |
| SubjectTerms | Algorithms Distributed generation Economic models Electricity pricing generalized reverse learning interconnected operation multi‐microgrids Operating costs optimal dispatch Optimization Regional development whale optimization algorithm |
| Title | Optimal Dispatching of Regional Interconnection Multi‐Microgrids Based on Multi‐Strategy Improved Whale Optimization Algorithm |
| URI | https://onlinelibrary.wiley.com/doi/abs/10.1002%2Ftee.23566 https://www.proquest.com/docview/2668069620 |
| Volume | 17 |
| WOSCitedRecordID | wos000793220400001&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: PRVWIB databaseName: Wiley Online Library Full Collection 2020 customDbUrl: eissn: 1931-4981 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0046388 issn: 1931-4973 databaseCode: DRFUL dateStart: 20060101 isFulltext: true titleUrlDefault: https://onlinelibrary.wiley.com providerName: Wiley-Blackwell |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8QwEA6-DnrwLb4J4sFLNdtH2uBJ3V08-EIUvZU8dxf2IbtV8Cb-An-jv8RJ2u6uoCB4K2TalGQy82WS-QahfRNyrZlUnglj5oELUJ7lBPEUE5ZPncbcEFdsIr66Sh4f2c0EOi5zYXJ-iGHAza4MZ6_tAudicDQiDc20PvQDQCOTaNomVYFKT1dv6_cXpSEOQbWS_FC5YgupBSWxEPGPhi9_d0cjjDmOVJ2rqS_86ycX0XyBMPFJrhJLaEJ3l9HcGO_gCnq_BkPRAaFqCwxK5q5T4p7Bt7rhIoPYxQmlvQPj0h6wS9P9fPu4tNf3Gv2WGuBTcH8Kj7UVPLevOI9TQONDE7wPdn0V2Z74pN3o9VtZs7OK7uu1u7NzryjG4EkfIIvnVyhlScKpqBDDNcAOIThjkZFK-DGLAsUFU6GiAYCAGHZhMuBhJFlEOKkIYoI1NNXtdfU6wgmJEkUjSYyhoRLgD4kKEi1DKmC3KfgGOijnJJUFU7ktmNFOc45lP4VhTd2wbqC9oehTTs_xk9B2ObFpsUIHKQCThFBGfQLduSn8_QPpXa3mHjb_LrqFZn2bKeECNttoKus_6x00I1-y1qC_W6jqFwwZ8Js |
| linkProvider | Wiley-Blackwell |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LT9tAEB5BqNRyaGlLVSiPVdUDFzcbP9ZeiQuFRCBCWqGgcrP2GSJBUiWmUm-IX8Bv5Jd0dm2HILUSEjfLO_ZaO7sz3453vgH4YmNhDFc6sHHKA3QBOnCcIIHm0vGps1RY6otNpL1edn7OfyzAbp0LU_JDzAJubmV4e-0WuAtINx9YQwtjvoYRwpFFWIpxGtEGLB2cds66tSV2N7Pyr3LLVVKLamYhGjZnDz_2Rw8gcx6qel_TefO8r1yB1xXGJHvlpHgLC2b0DpbnmAffw-13NBVXKHQwRJNS-AOVZGzJqRn42CDxkULlTsH4xAfiE3Xvb-5O3AG-wWSop-QbOkBN5toqpts_pIxUYOPPC_Q_xPdV5XuSvcvBeDIsLq5W4azT7u8fBlU5hkCFCFqCsMUYzzLBZItaYRB4SCk4T6zSMkx5EmkhuY41ixAGpLgPU5GIE8UTKmhLUht9gMZoPDIfgWQ0yTRLFLWWxVqiR6Q6yoyKmcT9phRrsFMrJVcVV7krmXGZlyzLYY7DmvthXYPPM9FfJUHHv4Q2as3m1Rqd5ghNMso4Cyl253X4_xfk_XbbX6w_XXQbXh72T7p596h3_AlehS5vwodvNqBRTK7NJrxQv4vhdLJVzdu_UBz0gg |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LT9tAEB7RgKr20JZH1bS0XSEOXAwbP9ZeqRcgiUBAQAgEN2ufIRIkUWKQeqv6C_ob-0s6u7ZDkIpUqTdLO_Za-5j5dnbmG4BNGwtjuNKBjVMeoAnQgeMECTSXjk-dpcJSX2wi7fWy62t-tgDf6lyYkh9i5nBzO8Pra7fBzVjbnUfW0MKY7TBCOPICFuMEcX4DFtvn3cvjWhPHuLay8la55SqpRTWzEA13Zi8_tUePIHMeqnpb0337f3_5Dt5UGJPslotiGRbMcAVezzEPrsLPU1QVdyjUHqBKKXxAJRlZcm763jdIvKdQuSgYn_hAfKLu7x-_TlwAX38y0FOyhwZQk7m2iun2Oyk9Fdh4dYP2h_i-qnxPsnvbH00Gxc3dGlx2Oxf7B0FVjiFQIYKWIGwxxrNMMNmiVhgEHlIKzhOrtAxTnkRaSK5jzSKEASmew1Qk4kTxhAraktRG76ExHA3NByAZTTLNEkWtZbGWaBGpjjKjYibxvClFE7bqSclVxVXuSmbc5iXLcpjjsOZ-WJuwMRMdlwQdfxNar2c2r_boNEdoklHGWUixOz-Hz38gv-h0_MPHfxf9Ci_P2t38-LB39AlehS5twntv1qFRTO7NZ1hSD8VgOvlSLds_Bqv0Bg |
| 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=Optimal+Dispatching+of+Regional+Interconnection+Multi%E2%80%90Microgrids+Based+on+Multi%E2%80%90Strategy+Improved+Whale+Optimization+Algorithm&rft.jtitle=IEEJ+transactions+on+electrical+and+electronic+engineering&rft.au=Wang%2C+Zichen&rft.au=Dou%2C+Zhenhai&rft.au=Dong%2C+Jun&rft.au=Si%2C+Shuqian&rft.date=2022-06-01&rft.pub=John+Wiley+%26+Sons%2C+Inc&rft.issn=1931-4973&rft.eissn=1931-4981&rft.volume=17&rft.issue=6&rft.spage=766&rft.epage=779&rft_id=info:doi/10.1002%2Ftee.23566&rft.externalDBID=10.1002%252Ftee.23566&rft.externalDocID=TEE23566 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1931-4973&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1931-4973&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1931-4973&client=summon |