Evaluating maximum photovoltaic integration in district distribution systems considering optimal inverter dispatch and cloud shading conditions
As photovoltaic (PV) integration increases in distribution systems, to investigate the maximum allowable PV integration capacity for a district distribution system becomes necessary in the planning phase, an optimisation model is thus proposed to evaluate the maximum PV integration capacity while gu...
Gespeichert in:
| Veröffentlicht in: | IET renewable power generation Jg. 11; H. 1; S. 165 - 172 |
|---|---|
| Hauptverfasser: | , , , , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
The Institution of Engineering and Technology
01.01.2017
|
| Schlagworte: | |
| ISSN: | 1752-1416, 1752-1424, 1752-1424 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | As photovoltaic (PV) integration increases in distribution systems, to investigate the maximum allowable PV integration capacity for a district distribution system becomes necessary in the planning phase, an optimisation model is thus proposed to evaluate the maximum PV integration capacity while guaranteeing the entire system operating constraints (e.g. network voltage magnitude) within reasonable ranges in this study. Meanwhile, optimal inverter dispatch is employed to further improve the PV integration by ensuring the optimal set-points of both active power and reactive power for the PV inverters. However, the intermittency of solar PV energy (e.g. due to passing clouds) may affect the PV generation in the district distribution network. To address this issue, the voltage magnitude constraints under the cloud shading conditions should be taken into account in the optimisation model, which can be formulated as a mixed integer non-linear non-convex programming. Furthermore, a sequential interior-point method is utilised to solve this problem. Case studies on the IEEE 33-bus, 69-bus distribution networks and two practical distribution networks in China demonstrate the effectiveness of the proposed method. |
|---|---|
| AbstractList | As photovoltaic (PV) integration increases in distribution systems, to investigate the maximum allowable PV integration capacity for a district distribution system becomes necessary in the planning phase, an optimisation model is thus proposed to evaluate the maximum PV integration capacity while guaranteeing the entire system operating constraints (e.g. network voltage magnitude) within reasonable ranges in this study. Meanwhile, optimal inverter dispatch is employed to further improve the PV integration by ensuring the optimal set-points of both active power and reactive power for the PV inverters. However, the intermittency of solar PV energy (e.g. due to passing clouds) may affect the PV generation in the district distribution network. To address this issue, the voltage magnitude constraints under the cloud shading conditions should be taken into account in the optimisation model, which can be formulated as a mixed integer non-linear non-convex programming. Furthermore, a sequential interior-point method is utilised to solve this problem. Case studies on the IEEE 33-bus, 69-bus distribution networks and two practical distribution networks in China demonstrate the effectiveness of the proposed method. |
| Author | Yan, Huan Blaabjerg, Frede Kou, Yu Zhang, Yiyang Ding, Tao Yang, Yongheng |
| Author_xml | – sequence: 1 givenname: Tao surname: Ding fullname: Ding, Tao email: tding15@mail.xjtu.edu.cn organization: 1State Key Laboratory of Electrical Insulation for Power Equipment, Xi'an Jiaotong University, No. 28, Xianning West Road, Xi'an 710049, Shaanxi, People's Republic of China – sequence: 2 givenname: Yu surname: Kou fullname: Kou, Yu organization: 1State Key Laboratory of Electrical Insulation for Power Equipment, Xi'an Jiaotong University, No. 28, Xianning West Road, Xi'an 710049, Shaanxi, People's Republic of China – sequence: 3 givenname: Yongheng orcidid: 0000-0002-1488-4762 surname: Yang fullname: Yang, Yongheng organization: 2Department of Energy Technology, Aalborg University, Pontoppidanstraede 101, Aalborg 9220, Denmark – sequence: 4 givenname: Yiyang surname: Zhang fullname: Zhang, Yiyang organization: 3Shaanxi Electric Power Research Institute, Xi'an 710054, Shaanxi, People's Republic of China – sequence: 5 givenname: Huan surname: Yan fullname: Yan, Huan organization: 4Shaanxi Electric Power Corporation Economic Research Institute, Xi'an 710065, Shaanxi, People's Republic of China – sequence: 6 givenname: Frede surname: Blaabjerg fullname: Blaabjerg, Frede organization: 2Department of Energy Technology, Aalborg University, Pontoppidanstraede 101, Aalborg 9220, Denmark |
| BookMark | eNqNkctOHDEQRa2ISOGRD8iul9n0UH70KztAQCIhEaFkbbnd7hkjt93Y7iHzFfllbAZlwQIiL1xS3XOrVPcIHVhnFUJfMKwwsO5Uq1j6eb0igOsVMMAf0CFuKlJiRtjBvxrXn9BRCPcAVQdtfYj-Xm6FWUTUdl1M4o-elqmYNy66rTNRaFloG9XaJ4GzqS4GHaLXMr4U_fLcCLsQ1RQK6WzQg_LZzc1RT8IkaKt8VD4Ts4hyUwg7FNK4ZSjCRgxZm7hBZ6dwgj6OwgT1-eU_Rr-vLn9dfC9vbq9_XJzdlJIB0FJ0omk7SvtREYEHolqGK1L1mIxdVdVibEbCOiyhoQJ3rawGDBXr6x6D7ClR9Bh93fvO3j0sKkQ-6SCVMcIqtwSO2-QI-f2HtG4pBVbTJMV7qfQuBK9GPvt0BL_jGHjOiaeceMqJ55x4zikxzStG6vh87-iFNm-S3_bkozZq9_4ofvfzmpxfQWrmVcs9nGX3bvE2nfuNYU8q78EQ |
| CitedBy_id | crossref_primary_10_1049_iet_gtd_2018_5840 crossref_primary_10_1016_j_energy_2020_118567 crossref_primary_10_3390_en17133317 crossref_primary_10_1016_j_energy_2019_115975 crossref_primary_10_1049_iet_gtd_2018_5428 crossref_primary_10_1007_s42835_025_02422_z crossref_primary_10_1016_j_rser_2017_03_069 crossref_primary_10_3390_electronics7070110 crossref_primary_10_1016_j_egypro_2018_12_048 crossref_primary_10_1109_TSG_2020_3030311 crossref_primary_10_1049_iet_rpg_2019_0777 |
| Cites_doi | 10.1109/LESCPE.2001.941636 10.1007/s10107-006-0086-0 10.1109/APPEEC.2012.6306904 10.1109/TSTE.2012.2211387 10.1109/61.915503 10.1109/PVSC.2012.6317671 10.1109/JPHOTOV.2014.2364125 10.1016/j.enpol.2006.10.014 10.1109/TSG.2014.2359004 10.1109/TSG.2013.2272835 10.1109/TSG.2012.2218836 10.1016/j.epsr.2014.05.010 10.1109/TENCON.2009.5396150 10.1109/PESGM.2012.6345726 10.1016/j.renene.2011.05.031 10.1109/41.678996 10.1109/PESGM.2014.6938838 10.1287/opre.11.6.972 10.1109/TPWRS.2013.2255317 10.1109/TSTE.2010.2098483 10.1109/TPWRS.2002.807097 10.1109/TSTE.2013.2292828 10.1109/TPWRD.2014.2298614 10.1109/TEC.2014.2357997 |
| ContentType | Journal Article |
| Copyright | The Institution of Engineering and Technology |
| Copyright_xml | – notice: The Institution of Engineering and Technology |
| DBID | AAYXX CITATION 7ST 7TN C1K F1W H96 L.G SOI 7SP 7TB 8FD FR3 L7M |
| DOI | 10.1049/iet-rpg.2016.0401 |
| DatabaseName | CrossRef Environment Abstracts Oceanic Abstracts Environmental Sciences and Pollution Management ASFA: Aquatic Sciences and Fisheries Abstracts Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources Aquatic Science & Fisheries Abstracts (ASFA) Professional Environment Abstracts Electronics & Communications Abstracts Mechanical & Transportation Engineering Abstracts Technology Research Database Engineering Research Database Advanced Technologies Database with Aerospace |
| DatabaseTitle | CrossRef Aquatic Science & Fisheries Abstracts (ASFA) Professional Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources Oceanic Abstracts Environment Abstracts ASFA: Aquatic Sciences and Fisheries Abstracts Environmental Sciences and Pollution Management Engineering Research Database Technology Research Database Mechanical & Transportation Engineering Abstracts Advanced Technologies Database with Aerospace Electronics & Communications Abstracts |
| DatabaseTitleList | Aquatic Science & Fisheries Abstracts (ASFA) Professional Engineering Research Database CrossRef |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1752-1424 |
| EndPage | 172 |
| ExternalDocumentID | 10_1049_iet_rpg_2016_0401 RPG2BF00493 |
| Genre | article |
| GeographicLocations | China, People's Rep |
| GeographicLocations_xml | – name: China, People's Rep |
| GrantInformation_xml | – fundername: State Key Laboratory of Electrical Insulation and Power Equipment in Xi'an Jiaotong University funderid: EIPE16301 – fundername: China Postdoctoral Science Foundation funderid: 2015M580847 – fundername: Natural Science Basis Research Plan in Shaanxi Province of China funderid: 2016JQ5015 – fundername: National Key Basic Research Program of China funderid: 2016YFB0901904 – fundername: National Natural Science Foundation of China funderid: 51607137 |
| GroupedDBID | 0R 24P 29I 5GY 6IK AAJGR ACGFS ACIWK AENEX AFRAH ALMA_UNASSIGNED_HOLDINGS BFFAM BPEOZ CS3 DU5 HZ IFIPE IPLJI JAVBF LAI M43 O9- OCL P2P RIE RNS RUI UNR .DC 0R~ 1OC 4.4 7XC 8FE 8FG 8FH AAHHS AAHJG ABJCF ABMDY ABQXS ACCFJ ACCMX ACESK ACXQS ADZOD AEEZP AEQDE AEUYN AFKRA AIWBW AJBDE ALUQN ARAPS ATCPS AVUZU BENPR BGLVJ BHPHI CCPQU EBS EJD GROUPED_DOAJ HCIFZ HZ~ IAO IEP IGS ITC L6V M7S MCNEO OK1 P62 PATMY PTHSS PYCSY ROL S0W AAMMB AAYXX AEFGJ AFFHD AGXDD AIDQK AIDYY CITATION IDLOA PHGZM PHGZT PQGLB WIN 7ST 7TN C1K F1W H96 L.G SOI 7SP 7TB 8FD FR3 L7M |
| ID | FETCH-LOGICAL-c4003-a9a78933bfe2a1d2e841525b12f9556af7f2491c073a198c5d1054b6b10cb32e3 |
| IEDL.DBID | 24P |
| ISICitedReferencesCount | 12 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000396604000021&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1752-1416 1752-1424 |
| IngestDate | Fri Sep 05 07:13:51 EDT 2025 Tue Oct 07 09:47:42 EDT 2025 Tue Nov 18 20:29:15 EST 2025 Wed Oct 29 21:27:56 EDT 2025 Wed Jan 22 16:31:39 EST 2025 Tue Jan 05 21:45:55 EST 2021 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Keywords | district distribution systems power generation planning integer programming nonlinear programming power distribution planning cloud shading condition sequential interior-point method solar PV energy intermittency invertors optimal inverter dispatch mixed integer nonlinear nonconvex programming IEEE 69-bus distribution network China active power IEEE 33-bus distribution network maximum PV integration capacity network voltage magnitude concave programming optimisation model planning phase photovoltaic power systems voltage magnitude constraint district distribution network power generation dispatch reactive power PV inverters optimal set-points |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c4003-a9a78933bfe2a1d2e841525b12f9556af7f2491c073a198c5d1054b6b10cb32e3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
| ORCID | 0000-0002-1488-4762 |
| PQID | 1868330463 |
| PQPubID | 23462 |
| PageCount | 8 |
| ParticipantIDs | iet_journals_10_1049_iet_rpg_2016_0401 crossref_primary_10_1049_iet_rpg_2016_0401 proquest_miscellaneous_1868330463 wiley_primary_10_1049_iet_rpg_2016_0401_RPG2BF00493 proquest_miscellaneous_1884101010 crossref_citationtrail_10_1049_iet_rpg_2016_0401 |
| ProviderPackageCode | RUI |
| PublicationCentury | 2000 |
| PublicationDate | January 2017 |
| PublicationDateYYYYMMDD | 2017-01-01 |
| PublicationDate_xml | – month: 01 year: 2017 text: January 2017 |
| PublicationDecade | 2010 |
| PublicationTitle | IET renewable power generation |
| PublicationYear | 2017 |
| Publisher | The Institution of Engineering and Technology |
| Publisher_xml | – name: The Institution of Engineering and Technology |
| References | Chiang, S.J.; Chang, K.T.; Yen, C.Y. (C2) 1998; 45 Cornuéjols, G. (C24) 2008; 112 Little, J.D.C.; Murty, K.G.; Sweeney, D.W. (C23) 1963; 11 Xu, Z.; Guan, X.; Jia, Q.S. (C8) 2012; 3 Tran, D.; Khambadkone, A.M. (C9) 2013; 4 DallAnese, E.; Dhople, S.V.; Johnson, B.B. (C22) 2014; 29 Jayasekara, N.; Wolfs, P.; Masoum, M.A.S. (C10) 2014; 116 Tonkoski, R.; Lopes, L.A.C. (C21) 2011; 36 Dallanese, E.; Dhople, S.V.; Johnson, B.B. (C13) 2013; 5 Choi, J.H.; Kim, J.C. (C5) 2001; 16 Santos, J.R.; Lora, A.T.; Exposito, A.G. (C25) 2003; 18 Farivar, M.; Low, S.H. (C17) 2013; 28 Tant, J.; Geth, F.; Six, D. (C12) 2013; 4 Rahbar, K.; Xu, J.; Zhang, R. (C7) 2015; 6 Farivar, M.; Low, S.H. (C18) 2013; 28 Dall'Anese, E.; Dhople, S.V.; Johnson, B.B. (C14) 2015; 5 Samadi, A.; Eriksson, R.; SöDer, L. (C19) 2013; 29 Tonkoski, R.; Lopes, L.A.C.; El-Fouly, T.H.M. (C20) 2011; 2 Denholm, P.; Margolis, R.M. (C4) 2007; 35 2013; 29 2014; 116 2015; 6 2012; 3 2013; 4 2015; 5 2013; 28 2011; 2 1963; 11 2001 2012 2009 2001; 16 2003; 18 2014 2014; 29 2011; 36 2008; 112 2013; 5 1998; 45 2007; 35 e_1_2_8_24_1 e_1_2_8_25_1 e_1_2_8_26_1 e_1_2_8_3_1 e_1_2_8_2_1 e_1_2_8_5_1 e_1_2_8_4_1 e_1_2_8_7_1 e_1_2_8_6_1 e_1_2_8_9_1 e_1_2_8_8_1 e_1_2_8_20_1 e_1_2_8_21_1 e_1_2_8_22_1 e_1_2_8_23_1 e_1_2_8_17_1 e_1_2_8_18_1 e_1_2_8_19_1 e_1_2_8_13_1 e_1_2_8_14_1 e_1_2_8_15_1 e_1_2_8_16_1 e_1_2_8_10_1 e_1_2_8_11_1 e_1_2_8_12_1 |
| References_xml | – volume: 29 start-page: 1454 issue: 3 year: 2013 end-page: 1464 ident: C19 article-title: Coordinated active power dependent voltage regulation in distribution grids with PV system publication-title: IEEE Trans. Power Deliv. – volume: 35 start-page: 2852 issue: 5 year: 2007 end-page: 2861 ident: C4 article-title: Evaluating the limits of solar photovoltaics (PV) in traditional electric power systems publication-title: Energy Policy – volume: 3 start-page: 2136 issue: 4 year: 2012 end-page: 2147 ident: C8 article-title: Performance analysis and comparison on energy storage devices for smart building energy management publication-title: IEEE Trans. Smart Grid – volume: 18 start-page: 238 issue: 1 year: 2003 end-page: 244 ident: C25 article-title: Finding improved local minima of power system optimization problems by interior-point methods publication-title: IEEE Trans. Power Syst. – volume: 5 start-page: 487 issue: 2 year: 2013 end-page: 497 ident: C13 article-title: Optimal dispatch of photovoltaic inverters in residential distribution systems publication-title: IEEE Trans. Sustain. Energy – volume: 116 start-page: 147 issue: 11 year: 2014 end-page: 157 ident: C10 article-title: An optimal management strategy for distributed storages in distribution networks with high penetrations of PV publication-title: Electr. Power Syst. Res. – volume: 28 start-page: 2554 issue: 3 year: 2013 end-page: 2564 ident: C18 article-title: Branch flow model: relaxations and convexification – part II publication-title: IEEE Trans. Power Syst. – volume: 16 start-page: 329 issue: 2 year: 2001 end-page: 334 ident: C5 article-title: Advanced voltage regulation method of power distribution systems interconnected with dispersed storage and generation systems publication-title: IEEE Trans. Power Deliv. – volume: 5 start-page: 350 issue: 1 year: 2015 end-page: 359 ident: C14 article-title: Optimal dispatch of residential photovoltaic inverters under forecasting uncertainties publication-title: IEEE J. Photovoltaics – volume: 28 start-page: 2554 issue: 3 year: 2013 end-page: 2564 ident: C17 article-title: Branch flow model: relaxations and convexification – part I publication-title: IEEE Trans. Power Syst. – volume: 2 start-page: 139 issue: 2 year: 2011 end-page: 147 ident: C20 article-title: Coordinated active power curtailment of grid connected PV inverters for overvoltage prevention publication-title: IEEE Trans. Sustain. Energy – volume: 11 start-page: 972 issue: 6 year: 1963 end-page: 989 ident: C23 article-title: An algorithm for the traveling salesman problem publication-title: Oper. Res. – volume: 29 start-page: 957 issue: 4 year: 2014 end-page: 967 ident: C22 article-title: Decentralized optimal dispatch of photovoltaic inverters in residential distribution systems publication-title: IEEE Trans. Energy Convers. – volume: 45 start-page: 385 issue: 3 year: 1998 end-page: 394 ident: C2 article-title: Residential photovoltaic energy storage system publication-title: IEEE Trans. Ind. Electron. – volume: 36 start-page: 3566 issue: 12 year: 2011 end-page: 3574 ident: C21 article-title: Impact of active power curtailment on overvoltage prevention and energy production of PV inverters connected to low voltage residential feeders publication-title: Renew. Energy – volume: 6 start-page: 124 issue: 1 year: 2015 end-page: 134 ident: C7 article-title: Real-time energy storage management for renewable integration in microgrid: an off-line optimization approach publication-title: IEEE Trans. Smart Grid – volume: 4 start-page: 1289 issue: 3 year: 2013 end-page: 1296 ident: C9 article-title: Energy management for lifetime extension of energy storage system in micro-grid applications publication-title: IEEE Trans. Smart Grid – volume: 4 start-page: 182 issue: 1 year: 2013 end-page: 191 ident: C12 article-title: Multiobjective battery storage to improve PV integration in residential distribution grids publication-title: IEEE Trans. Sustain. Energy – volume: 112 start-page: 3 issue: 1 year: 2008 end-page: 44 ident: C24 article-title: Valid inequalities for mixed integer linear programs publication-title: Math. Program. – volume: 16 start-page: 329 issue: 2 year: 2001 end-page: 334 article-title: Advanced voltage regulation method of power distribution systems interconnected with dispersed storage and generation systems publication-title: IEEE Trans. Power Deliv. – start-page: 000531 year: 2012 end-page: 000536 – start-page: 1 year: 2009 end-page: 5 – start-page: 1 year: 2012 end-page: 4 – volume: 36 start-page: 3566 issue: 12 year: 2011 end-page: 3574 article-title: Impact of active power curtailment on overvoltage prevention and energy production of PV inverters connected to low voltage residential feeders publication-title: Renew. Energy – volume: 6 start-page: 124 issue: 1 year: 2015 end-page: 134 article-title: Real‐time energy storage management for renewable integration in microgrid: an off‐line optimization approach publication-title: IEEE Trans. Smart Grid – volume: 45 start-page: 385 issue: 3 year: 1998 end-page: 394 article-title: Residential photovoltaic energy storage system publication-title: IEEE Trans. Ind. Electron. – volume: 116 start-page: 147 issue: 11 year: 2014 end-page: 157 article-title: An optimal management strategy for distributed storages in distribution networks with high penetrations of PV publication-title: Electr. Power Syst. Res. – volume: 28 start-page: 2554 issue: 3 year: 2013 end-page: 2564 article-title: Branch flow model: relaxations and convexification – part I publication-title: IEEE Trans. Power Syst. – volume: 5 start-page: 350 issue: 1 year: 2015 end-page: 359 article-title: Optimal dispatch of residential photovoltaic inverters under forecasting uncertainties publication-title: IEEE J. Photovoltaics – volume: 35 start-page: 2852 issue: 5 year: 2007 end-page: 2861 article-title: Evaluating the limits of solar photovoltaics (PV) in traditional electric power systems publication-title: Energy Policy – year: 2014 – volume: 5 start-page: 487 issue: 2 year: 2013 end-page: 497 article-title: Optimal dispatch of photovoltaic inverters in residential distribution systems publication-title: IEEE Trans. Sustain. Energy – volume: 29 start-page: 1454 issue: 3 year: 2013 end-page: 1464 article-title: Coordinated active power dependent voltage regulation in distribution grids with PV system publication-title: IEEE Trans. Power Deliv. – volume: 3 start-page: 2136 issue: 4 year: 2012 end-page: 2147 article-title: Performance analysis and comparison on energy storage devices for smart building energy management publication-title: IEEE Trans. Smart Grid – volume: 11 start-page: 972 issue: 6 year: 1963 end-page: 989 article-title: An algorithm for the traveling salesman problem publication-title: Oper. Res. – volume: 4 start-page: 182 issue: 1 year: 2013 end-page: 191 article-title: Multiobjective battery storage to improve PV integration in residential distribution grids publication-title: IEEE Trans. Sustain. Energy – volume: 2 start-page: 139 issue: 2 year: 2011 end-page: 147 article-title: Coordinated active power curtailment of grid connected PV inverters for overvoltage prevention publication-title: IEEE Trans. Sustain. Energy – volume: 4 start-page: 1289 issue: 3 year: 2013 end-page: 1296 article-title: Energy management for lifetime extension of energy storage system in micro‐grid applications publication-title: IEEE Trans. Smart Grid – volume: 28 start-page: 2554 issue: 3 year: 2013 end-page: 2564 article-title: Branch flow model: relaxations and convexification – part II publication-title: IEEE Trans. Power Syst. – start-page: 115 year: 2001 end-page: 119 – start-page: 1 year: 2012 end-page: 8 – volume: 18 start-page: 238 issue: 1 year: 2003 end-page: 244 article-title: Finding improved local minima of power system optimization problems by interior‐point methods publication-title: IEEE Trans. Power Syst. – volume: 29 start-page: 957 issue: 4 year: 2014 end-page: 967 article-title: Decentralized optimal dispatch of photovoltaic inverters in residential distribution systems publication-title: IEEE Trans. Energy Convers. – volume: 112 start-page: 3 issue: 1 year: 2008 end-page: 44 article-title: Valid inequalities for mixed integer linear programs publication-title: Math. Program. – ident: e_1_2_8_4_1 doi: 10.1109/LESCPE.2001.941636 – ident: e_1_2_8_25_1 doi: 10.1007/s10107-006-0086-0 – ident: e_1_2_8_16_1 doi: 10.1109/APPEEC.2012.6306904 – ident: e_1_2_8_13_1 doi: 10.1109/TSTE.2012.2211387 – ident: e_1_2_8_6_1 doi: 10.1109/61.915503 – ident: e_1_2_8_17_1 doi: 10.1109/PVSC.2012.6317671 – ident: e_1_2_8_15_1 doi: 10.1109/JPHOTOV.2014.2364125 – ident: e_1_2_8_5_1 doi: 10.1016/j.enpol.2006.10.014 – ident: e_1_2_8_8_1 doi: 10.1109/TSG.2014.2359004 – ident: e_1_2_8_10_1 doi: 10.1109/TSG.2013.2272835 – ident: e_1_2_8_9_1 doi: 10.1109/TSG.2012.2218836 – ident: e_1_2_8_11_1 doi: 10.1016/j.epsr.2014.05.010 – ident: e_1_2_8_2_1 doi: 10.1109/TENCON.2009.5396150 – ident: e_1_2_8_12_1 doi: 10.1109/PESGM.2012.6345726 – ident: e_1_2_8_22_1 doi: 10.1016/j.renene.2011.05.031 – ident: e_1_2_8_3_1 doi: 10.1109/41.678996 – ident: e_1_2_8_7_1 doi: 10.1109/PESGM.2014.6938838 – ident: e_1_2_8_24_1 doi: 10.1287/opre.11.6.972 – ident: e_1_2_8_18_1 doi: 10.1109/TPWRS.2013.2255317 – ident: e_1_2_8_19_1 doi: 10.1109/TPWRS.2013.2255317 – ident: e_1_2_8_21_1 doi: 10.1109/TSTE.2010.2098483 – ident: e_1_2_8_26_1 doi: 10.1109/TPWRS.2002.807097 – ident: e_1_2_8_14_1 doi: 10.1109/TSTE.2013.2292828 – ident: e_1_2_8_20_1 doi: 10.1109/TPWRD.2014.2298614 – ident: e_1_2_8_23_1 doi: 10.1109/TEC.2014.2357997 |
| SSID | ssj0059086 |
| Score | 2.1917007 |
| Snippet | As photovoltaic (PV) integration increases in distribution systems, to investigate the maximum allowable PV integration capacity for a district distribution... |
| SourceID | proquest crossref wiley iet |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 165 |
| SubjectTerms | active power China cloud shading condition Clouds concave programming Distribution management district distribution network district distribution systems IEEE 33‐bus distribution network IEEE 69‐bus distribution network integer programming Inverters invertors maximum PV integration capacity mixed integer nonlinear nonconvex programming network voltage magnitude Networks nonlinear programming optimal inverter dispatch optimal set‐points optimisation model Optimization Photovoltaic cells photovoltaic power systems planning phase power distribution planning power generation dispatch power generation planning PV inverters reactive power Research Article sequential interior‐point method Solar cells solar PV energy intermittency Systems analysis voltage magnitude constraint |
| Title | Evaluating maximum photovoltaic integration in district distribution systems considering optimal inverter dispatch and cloud shading conditions |
| URI | http://digital-library.theiet.org/content/journals/10.1049/iet-rpg.2016.0401 https://onlinelibrary.wiley.com/doi/abs/10.1049%2Fiet-rpg.2016.0401 https://www.proquest.com/docview/1868330463 https://www.proquest.com/docview/1884101010 |
| Volume | 11 |
| WOSCitedRecordID | wos000396604000021&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 Free Content customDbUrl: eissn: 1752-1424 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0059086 issn: 1752-1416 databaseCode: WIN dateStart: 20130101 isFulltext: true titleUrlDefault: https://onlinelibrary.wiley.com providerName: Wiley-Blackwell – providerCode: PRVWIB databaseName: Wiley Online Library Open Access customDbUrl: eissn: 1752-1424 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0059086 issn: 1752-1416 databaseCode: 24P dateStart: 20130101 isFulltext: true titleUrlDefault: https://authorservices.wiley.com/open-science/open-access/browse-journals.html providerName: Wiley-Blackwell |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1La9wwEBZp0kN7aNMX3bQJKpQeCm4tS5atYxuySS7LElKam9HLWUPWXna9pf-ifzkzsr0kFLZQcjHC1shmpBnNWNL3EfLRidhrLXmkIfmIhAZLV97JyNrSKiZSZ4QOZBPZZJJfXanpDjkezsJ0-BCbH25oGcFfo4Fr07GQQFALnVj5NlournF3lvwCQxFSoD3GeI78DYmYDu4YOb3DEaMsTSI81rVZ2lRf_2ri3uT0CB7fizvvRq9h-hk_f5AP3yfP-uiTfuuGywuy4-uX5OkdTMJX5M9Jj_9dX9O5_l3N13O6mDVtA36s1ZWlA8AEdCiUqUPk3cq2faFjz6IdQPSK2p4PFFtrwDvN4e1VjRzQfokSC5gJZlTXjtqbZu3oahb29KOc6zaTvSY_xieXx2dRz9oQWYEb3bTSGQRB3JQ-0cwlPscYITUsKVWaSl1mJaR8zIJv0UzlNnUQ4gkjDYut4Ynnb8hu3dT-LaEys8wYKR20IqzlRrlMSp3GVnEDqdaIxEN3FbaHNEdmjZsiLK0LVYCuC9B1gbouUNcj8nkjsujwPLZV_oT3eqtebav4YRgmBZgnrrno2jdrEMllzgMs27Y6oCLE-otHhIeR8-9PKy6mp8n3MSZ4_OC_pN6RJwmGKOF30nuy2y7X_pA8tr_aarU8CjYE15_nk1tnPSQ0 |
| linkProvider | Wiley-Blackwell |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Lb9QwELZKQQIO5S2W8jAS4oCUksSOEx8LdGlFWVWoiN4sv9KN1E1Wu1nEv-Avd8ZJVq2QFglxixKPY41nxjP2-BtC3jgee60FizQEHxHXoOnSOxFZW1qZ8MwZrkOxiXwyKc7O5MkW-TTchenwIdYbbqgZwV6jguOGdBdwcgTJrHwbLebnmJ4l9kAWIQa6ycHhwAIOP44mgz3Got7hjlGepRHe61qfbcr3f3RxbXW6AZ-vOZ5X3dew_ozv_Z-R3yc7vf9J9zuBeUC2fP2Q3L2CSviI_D7oEcDrczrTv6rZakbn06ZtwJK1urJ0gJiAKYVn6hB7t7Jt_9DVz6IdRPSS2r4iKPbWgH2awd-rGqtA-wVSzGEtmFJdO2ovmpWjy2nI6kc616WTPSbfxwenHw-jvm5DZDmmummpc3CDmCl9qhOX-gK9hMwkaSmzTOgyLyHoSyxYF53IwmYOnDxuhElia1jq2ROyXTe1f0qoyG1ijBAOeuHWMiNdLoTOYiuZgWBrROJhvpTtQc2xtsaFCofrXCrgtQJeK-S1Ql6PyLs1ybxD9NjU-C2-6_V6uanh60FOFCgonrro2jcrIClEwQIw26Y2wCJE-4tHhAXR-fvQ1LeTz-mHMYZ47Nk_Ub0itw9Pvx6r46PJl11yJ0WHJWwuPSfb7WLlX5Bb9mdbLRcvg0JdAo63J30 |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3di9QwEA_nKaIP5zeunxHEB6HaNmnaPN55tyrKsojCvYV89bZw25bdrvhf3L_sTNoudwgriG-lzaRhMjOZSSa_IeS147HXWrBIQ_ARcQ2aLr0TkbWllQnPnOE6FJvIZ7Pi9FTO98jxeBemx4fYbrihZgR7jQruW1f2ASdHkMzKd9GqPcP0LPEOZBFioOs8yxOU7ZTPR3uMRb3DHaM8SyO817U925Tv_-jiyup0DT5fcTwvu69h_Zne-T8jv0sOBv-THvYCc4_s-fo-uX0JlfABuTgZEMDrM7rUv6rlZknbRdM1YMk6XVk6QkzAlMIzdYi9W9lueOjrZ9EeInpN7VARFHtrwD4t4e9VjVWg_QopWlgLFlTXjtrzZuPoehGy-pHO9elkD8mP6cn3D5-ioW5DZDmmummpc3CDmCl9qhOX-gK9hMwkaSmzTOgyLyHoSyxYF53IwmYOnDxuhElia1jq2SOyXze1f0yoyG1ijBAOeuHWMiNdLoTOYiuZgWBrQuJxvpQdQM2xtsa5CofrXCrgtQJeK-S1Ql5PyNstSdsjeuxq_AbfDXq93tXw1SgnChQUT1107ZsNkBSiYAGYbVcbYBGi_cUTwoLo_H1o6tv8Y3o0xRCPPfknqpfk5vx4qr5-nn15Sm6l6K-EvaVnZL9bbfxzcsP-7Kr16kXQp99PNCaU |
| 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=Evaluating+maximum+photovoltaic+integration+in+district+distribution+systems+considering+optimal+inverter+dispatch+and+cloud+shading+conditions&rft.jtitle=IET+renewable+power+generation&rft.au=Ding%2C+Tao&rft.au=Kou%2C+Yu&rft.au=Yang%2C+Yongheng&rft.au=Zhang%2C+Yiyang&rft.date=2017-01-01&rft.issn=1752-1416&rft.eissn=1752-1424&rft.volume=11&rft.issue=1&rft.spage=165&rft.epage=172&rft_id=info:doi/10.1049%2Fiet-rpg.2016.0401&rft.externalDBID=NO_FULL_TEXT |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1752-1416&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1752-1416&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1752-1416&client=summon |