Inter-array cabling optimization in offshore wind power plants, a new reliability indicator for radial grids

The inter-array grid relates to a significant share of the investments into an offshore wind power plant (OWPP). Optimizing the cable connections regarding costs and reliability is a mathematically complex task due to the high variety of possible wind and component (wind turbine or cable) failure sc...

Full description

Saved in:
Bibliographic Details
Published inOpen research Europe Vol. 3; p. 214
Main Authors Abritta, Ramon, Pavlov, Alexey, Varagnolo, Damiano, Tore Børresen, Børre
Format Journal Article
LanguageEnglish
Published 2023
Online AccessGet full text

Cover

Abstract The inter-array grid relates to a significant share of the investments into an offshore wind power plant (OWPP). Optimizing the cable connections regarding costs and reliability is a mathematically complex task due to the high variety of possible wind and component (wind turbine or cable) failure scenarios. This paper presents a novel mixed integer linear programming approach to support investment decisions into OWPPs by trading off cabling purchase and installation costs with power capacity risk (PCR), which is defined as a length-weighed cumulative power flow summation that reflects the consequences of cable failures. Then, quasi-random Monte Carlo simulations assess the optimized collection grids (CGs) to quantify their levelized cost of energy (LCOE). To construct relevant case studies, this work investigates the real OWPPs Ormonde, Horns Rev 1, Thanet, and London Array, which contain 30, 80, 100, and 175 wind turbines. The results reveal Pearson correlation coefficients around 0.99 between the proposed PCR and the expected energy not supplied. Furthermore, this paper’s findings indicate that minimum-cost CGs do not necessarily present the lowest LCOE.
AbstractList The inter-array grid relates to a significant share of the investments into an offshore wind power plant (OWPP). Optimizing the cable connections regarding costs and reliability is a mathematically complex task due to the high variety of possible wind and component (wind turbine or cable) failure scenarios. This paper presents a novel mixed integer linear programming approach to support investment decisions into OWPPs by trading off cabling purchase and installation costs with power capacity risk (PCR), which is defined as a length-weighed cumulative power flow summation that reflects the consequences of cable failures. Then, quasi-random Monte Carlo simulations assess the optimized collection grids (CGs) to quantify their levelized cost of energy (LCOE). To construct relevant case studies, this work investigates the real OWPPs Ormonde, Horns Rev 1, Thanet, and London Array, which contain 30, 80, 100, and 175 wind turbines. The results reveal Pearson correlation coefficients around 0.99 between the proposed PCR and the expected energy not supplied. Furthermore, this paper’s findings indicate that minimum-cost CGs do not necessarily present the lowest LCOE.
Author Pavlov, Alexey
Tore Børresen, Børre
Abritta, Ramon
Varagnolo, Damiano
Author_xml – sequence: 1
  givenname: Ramon
  orcidid: 0000-0002-3387-7234
  surname: Abritta
  fullname: Abritta, Ramon
– sequence: 2
  givenname: Alexey
  surname: Pavlov
  fullname: Pavlov, Alexey
– sequence: 3
  givenname: Damiano
  surname: Varagnolo
  fullname: Varagnolo, Damiano
– sequence: 4
  givenname: Børre
  surname: Tore Børresen
  fullname: Tore Børresen, Børre
BookMark eNpVkM1OwzAQhC0EElD6CsgPQIq9bhLniBA_lSpx6T1ax5tilNrROqgqT09VOMBhNN9l5vBdi_OYIglxq9VCQ2XtfRopMmX65CMtdFXragFn4gpqA0WpQZ__4Usxz_lDKQWlNpVursSwihNxgcx4kB26IcStTOMUduELp5CiDFGmvs_viUnuQ_RyTHtiOQ4Yp3wnUUbaS6YhoAtDmA7HgQ8dTollfwyjDzjILQefb8RFj0Om-W_PxOb5afP4WqzfXlaPD-uia0ooHGlrqnppQRkPjSMAMN5YZxpVLgE0eNPUVnc9lQY72_m-Us5767B2mtDMRPVz23HKmalvRw475EOrVXuy1v6z1p6stWC-AcnUaOo
Cites_doi 10.1016/j.isatra.2017.12.004
10.1049/rpg2.12154
10.1016/j.epsr.2022.107877
10.5281/zenodo.10845977
10.1109/TSTE.2019.2932409
10.1002/we.2669
10.1016/j.rser.2015.12.229
10.1002/we.1887
10.1109/TSTE.2021.3075182
10.1016/j.renene.2016.01.043
10.1137/15M1020575
10.5220/0006190701080118
10.48550/arXiv.1505.02350
10.3390/jmse11020279
10.1109/ICPS.2017.7945091
10.1109/TSTE.2017.2771147
10.1109/TPWRS.2016.2521700
10.1016/j.cor.2021.105588
10.1109/TSTE.2019.2901429
10.1057/jors.2013.188
10.1109/TII.2021.3056428
10.1109/ACCESS.2019.2925873
10.1002/we.2660
10.1109/TPWRS.2016.2593501
10.1109/TSTE.2016.2609283
10.1109/TPWRS.2019.2957312
10.1016/j.csr.2014.02.003
10.1007/s42452-018-0049-0
ContentType Journal Article
DBID AAYXX
CITATION
DOI 10.12688/openreseurope.16716.2
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList CrossRef
DeliveryMethod fulltext_linktorsrc
EISSN 2732-5121
ExternalDocumentID 10_12688_openreseurope_16716_2
GroupedDBID AAFWJ
AAYXX
ALMA_UNASSIGNED_HOLDINGS
CITATION
GROUPED_DOAJ
M~E
OK1
PGMZT
RPM
ID FETCH-LOGICAL-c952-be1836748203d29be2223d38b390542212d39781cfe53ac8cdf60bdd8ba7b1ea3
ISSN 2732-5121
IngestDate Wed Oct 02 14:39:28 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c952-be1836748203d29be2223d38b390542212d39781cfe53ac8cdf60bdd8ba7b1ea3
Notes new_version
ORCID 0000-0002-3387-7234
OpenAccessLink http://dx.doi.org/10.12688/openreseurope.16716.2
ParticipantIDs crossref_primary_10_12688_openreseurope_16716_2
PublicationCentury 2000
PublicationDate 2023-00-00
PublicationDateYYYYMMDD 2023-01-01
PublicationDate_xml – year: 2023
  text: 2023-00-00
PublicationDecade 2020
PublicationTitle Open research Europe
PublicationYear 2023
References ref-1
S Paul (ref-22) 2022; 208
D Song (ref-23) 2023; 11
ref-6
R Shakoor (ref-44) 2016; 58
I Dunning (ref-33) 2017; 59
X Gao (ref-48) 2020; 38
ref-3
ref-2
A Al Shereiqi (ref-47) 2021; 15
A Owen (ref-36) 2019
M Fischetti (ref-26) 2017
R Abritta (ref-32) 2023
(ref-39) 2023
D Cazzaro (ref-49) 2022; 138
O Dahmani (ref-15) 2016; 8
A Cerveira (ref-13) 2016; 31
J Pérez-Rúa (ref-8) 2022; 25
F Gazijahani (ref-10) 2018; 73
R Abritta (ref-30) 2024
M Ghiasi (ref-11) 2019; 1
I Katic (ref-46) 1986; 1
D Pereira (ref-43) 2023
(ref-25) 2024
T Zuo (ref-21) 2021; 17
J Bauer (ref-24) 2015; 66
J Shin (ref-14) 2016; 32
ref-42
K Nieradzinska (ref-7) 2016; 91
Y Wu (ref-16) 2017; 53
(ref-5) 2024
R Abritta (ref-31) 2024
(ref-4) 2019
B Pearce (ref-27) 2014; 83
(ref-34) 2022
G Abeynayake (ref-20) 2021; 12
J Pérez-Rúa (ref-18) 2019; 35
A Azizivahed (ref-12) 2019; 11
L Lanzilao (ref-28) 2022; 25
(ref-41) 2018
N Jensen (ref-45) 1983
(ref-38) 2019
(ref-40) 2023
(ref-29) 2024
X Gong (ref-17) 2017; 9
J Pérez-Rúa (ref-9) 2019; 7
S Kucherenko (ref-35) 2015
T Zuo (ref-19) 2019; 11
J Carroll (ref-37) 2016; 19
References_xml – year: 2023
  ident: ref-43
  article-title: Wind rose.
  contributor:
    fullname: D Pereira
– year: 2023
  ident: ref-32
  article-title: Inter-array cabling in wind power plants, optimization and reliability assessment.
  contributor:
    fullname: R Abritta
– volume: 73
  start-page: 100-111
  year: 2018
  ident: ref-10
  article-title: Stochastic multi-objective model for optimal energy exchange optimization of networked Microgrids with presence of renewable generation under risk-based strategies.
  publication-title: ISA Trans.
  doi: 10.1016/j.isatra.2017.12.004
  contributor:
    fullname: F Gazijahani
– volume: 15
  start-page: 1848-1860
  year: 2021
  ident: ref-47
  article-title: Co-optimisation of wind farm micro-siting and cabling layouts.
  publication-title: IET Renewable Power Generation.
  doi: 10.1049/rpg2.12154
  contributor:
    fullname: A Al Shereiqi
– volume: 208
  year: 2022
  ident: ref-22
  article-title: A novel approach for optimal cabling and determination of suitable topology of MTDC connected Offshore Wind Farm cluster.
  publication-title: Electric Power Systems Research.
  doi: 10.1016/j.epsr.2022.107877
  contributor:
    fullname: S Paul
– year: 2024
  ident: ref-31
  article-title: A heuristic approach to optimize radial inter- array cabling topologies in large wind power plants
  doi: 10.5281/zenodo.10845977
  contributor:
    fullname: R Abritta
– year: 2019
  ident: ref-36
  article-title: Monte carlo book: the quasi-monte carlo parts.
  contributor:
    fullname: A Owen
– ident: ref-42
  article-title: Offshore wind data
– volume: 11
  start-page: 1601-1611
  year: 2019
  ident: ref-19
  article-title: Collector system topology for large-scale Offshore Wind Farms considering cross-substation incorporation.
  publication-title: IEEE Trans Sustain Energy.
  doi: 10.1109/TSTE.2019.2932409
  contributor:
    fullname: T Zuo
– volume: 25
  start-page: 237-259
  year: 2022
  ident: ref-28
  article-title: A new wake-merging method for wind-farm power prediction in the presence of heterogeneous background velocity fields.
  publication-title: Wind Energy.
  doi: 10.1002/we.2669
  contributor:
    fullname: L Lanzilao
– volume: 58
  start-page: 1048-1059
  year: 2016
  ident: ref-44
  article-title: Wake effect modeling: a review of wind farm layout optimization using Jensen's model.
  publication-title: Renew Sustain Energy Rev.
  doi: 10.1016/j.rser.2015.12.229
  contributor:
    fullname: R Shakoor
– volume: 19
  start-page: 1107-1119
  year: 2016
  ident: ref-37
  article-title: Failure rate, repair time and unscheduled O&M cost analysis of offshore wind turbines.
  publication-title: Wind Energy.
  doi: 10.1002/we.1887
  contributor:
    fullname: J Carroll
– volume: 38
  start-page: 1725-1741
  year: 2020
  ident: ref-48
  article-title: Comparisons of the accuracy of different wake models in wind farm layout optimization.
  publication-title: Energy Explor Exploit.
  contributor:
    fullname: X Gao
– ident: ref-2
  article-title: 2030 climate target plan
– year: 2018
  ident: ref-41
  article-title: SWT-3.6-120
– volume: 12
  start-page: 1974-1983
  year: 2021
  ident: ref-20
  article-title: Analytical model for availability assessment of large-scale Offshore Wind Farms including their collector system.
  publication-title: IEEE Trans Sustain Energy.
  doi: 10.1109/TSTE.2021.3075182
  contributor:
    fullname: G Abeynayake
– volume: 91
  start-page: 120-129
  year: 2016
  ident: ref-7
  article-title: Optioneering analysis for connecting Dogger Bank Offshore Wind Farms to the GB electricity network.
  publication-title: Renew Energ.
  doi: 10.1016/j.renene.2016.01.043
  contributor:
    fullname: K Nieradzinska
– volume: 59
  start-page: 295-320
  year: 2017
  ident: ref-33
  article-title: Jump: a modeling language for mathematical optimization.
  publication-title: SIAM Review.
  doi: 10.1137/15M1020575
  contributor:
    fullname: I Dunning
– start-page: 108-118
  year: 2017
  ident: ref-26
  article-title: On the impact of using mixed integer programming techniques on real-world offshore wind parks
  doi: 10.5220/0006190701080118
  contributor:
    fullname: M Fischetti
– year: 2015
  ident: ref-35
  article-title: Exploring multi-dimensional spaces: a comparison of latin hypercube and quasi monte carlo sampling techniques.
  publication-title: ArXiv e-prints.
  doi: 10.48550/arXiv.1505.02350
  contributor:
    fullname: S Kucherenko
– volume: 11
  year: 2023
  ident: ref-23
  article-title: Topological optimization of an Offshore-Wind-Farm power collection system based on a hybrid optimization methodology.
  publication-title: J Mar Sci Eng.
  doi: 10.3390/jmse11020279
  contributor:
    fullname: D Song
– ident: ref-1
  article-title: Global temperature
– year: 2019
  ident: ref-38
  article-title: 5M
– volume: 53
  start-page: 5139-5149
  year: 2017
  ident: ref-16
  article-title: Economics- and reliability-based design for an Offshore Wind Farm.
  publication-title: IEEE Trans Ind Appl.
  doi: 10.1109/ICPS.2017.7945091
  contributor:
    fullname: Y Wu
– volume: 9
  start-page: 1126-1136
  year: 2017
  ident: ref-17
  article-title: Optimal wind farm cabling.
  publication-title: IEEE Trans Sustain Energy.
  doi: 10.1109/TSTE.2017.2771147
  contributor:
    fullname: X Gong
– year: 2023
  ident: ref-40
  article-title: V90/3000
– year: 2019
  ident: ref-4
  article-title: A decade of renewable energy investment, led by solar, tops usd 2.5 trillion
– ident: ref-6
  article-title: Wind farm costs
– volume: 31
  start-page: 4319-4329
  year: 2016
  ident: ref-13
  article-title: Optimal cable design of wind farms: the infrastructure and losses cost minimization case.
  publication-title: IEEE Trans Power Syst.
  doi: 10.1109/TPWRS.2016.2521700
  contributor:
    fullname: A Cerveira
– volume: 138
  year: 2022
  ident: ref-49
  article-title: Variable neighborhood search for large Offshore Wind Farm layout optimization.
  publication-title: Comput Oper Res.
  doi: 10.1016/j.cor.2021.105588
  contributor:
    fullname: D Cazzaro
– year: 2022
  ident: ref-34
  article-title: ILOG CPLEX optimization studio documentation
– volume: 1
  start-page: 407-410
  year: 1986
  ident: ref-46
  article-title: A simple model for cluster efficiency.
  publication-title: European Wind Energy Association Conference and Exhibition.
  contributor:
    fullname: I Katic
– year: 2023
  ident: ref-39
  article-title: V80/2000
– volume: 11
  start-page: 662-673
  year: 2019
  ident: ref-12
  article-title: Energy management strategy in dynamic distribution network reconfiguration considering renewable energy resources and storage.
  publication-title: IEEE Trans Sustain Energy.
  doi: 10.1109/TSTE.2019.2901429
  contributor:
    fullname: A Azizivahed
– volume: 66
  start-page: 360-368
  year: 2015
  ident: ref-24
  article-title: The Offshore Wind Farm array cable layout problem: a planar open vehicle routing problem.
  publication-title: J Oper Res Soc.
  doi: 10.1057/jors.2013.188
  contributor:
    fullname: J Bauer
– year: 2024
  ident: ref-25
  article-title: Ormonde Offshore Wind Farm
– volume: 17
  start-page: 7433-7444
  year: 2021
  ident: ref-21
  article-title: A two-layer hybrid optimization approach for large-scale Offshore Wind Farm collector system planning.
  publication-title: IEEE Trans Industr Inform.
  doi: 10.1109/TII.2021.3056428
  contributor:
    fullname: T Zuo
– volume: 7
  start-page: 85796-85811
  year: 2019
  ident: ref-9
  article-title: Electrical cable optimization in Offshore Wind Farms—a review.
  publication-title: IEEE Access.
  doi: 10.1109/ACCESS.2019.2925873
  contributor:
    fullname: J Pérez-Rúa
– volume: 25
  start-page: 52-70
  year: 2022
  ident: ref-8
  article-title: Reliability-based topology optimization for Offshore Wind Farm collection system.
  publication-title: Wind Energy.
  doi: 10.1002/we.2660
  contributor:
    fullname: J Pérez-Rúa
– year: 1983
  ident: ref-45
  article-title: A note on wind generator interaction.
  contributor:
    fullname: N Jensen
– volume: 32
  start-page: 2041-2048
  year: 2016
  ident: ref-14
  article-title: Optimal design for Offshore Wind Farm considering inner grid layout and offshore substation location.
  publication-title: IEEE Trans Power Syst.
  doi: 10.1109/TPWRS.2016.2593501
  contributor:
    fullname: J Shin
– volume: 8
  start-page: 542-550
  year: 2016
  ident: ref-15
  article-title: Optimization and reliability evaluation of an Offshore Wind Farm architecture.
  publication-title: IEEE Trans Sustain Energy.
  doi: 10.1109/TSTE.2016.2609283
  contributor:
    fullname: O Dahmani
– volume: 35
  start-page: 2256-2267
  year: 2019
  ident: ref-18
  article-title: Global optimization of Offshore Wind Farm collection systems.
  publication-title: IEEE Trans Power Syst.
  doi: 10.1109/TPWRS.2019.2957312
  contributor:
    fullname: J Pérez-Rúa
– year: 2024
  ident: ref-5
  article-title: Global wind report 2024
– volume: 83
  start-page: 3-13
  year: 2014
  ident: ref-27
  article-title: Repeated mapping of reefs constructed by Sabellaria spinulosa leuckart 1849 at an Offshore Wind Farm site.
  publication-title: Cont Shelf Res.
  doi: 10.1016/j.csr.2014.02.003
  contributor:
    fullname: B Pearce
– ident: ref-3
  article-title: Renewable investment
– volume: 1
  start-page: 1-9
  year: 2019
  ident: ref-11
  article-title: An analytical methodology for reliability assessment and failure analysis in distributed power system.
  publication-title: SN Appl Sci.
  doi: 10.1007/s42452-018-0049-0
  contributor:
    fullname: M Ghiasi
– year: 2024
  ident: ref-29
  article-title: London array offshore wind farm
– year: 2024
  ident: ref-30
  article-title: Wind power plants layouts according to arbitrary reference points, Thanet, West of Duddon Sands, Ormonde, Westermost Rough, Horns Rev 1 & 2, Anholt, and London Array
  contributor:
    fullname: R Abritta
SSID ssj0002513619
Score 2.2491553
Snippet The inter-array grid relates to a significant share of the investments into an offshore wind power plant (OWPP). Optimizing the cable connections regarding...
SourceID crossref
SourceType Aggregation Database
StartPage 214
Title Inter-array cabling optimization in offshore wind power plants, a new reliability indicator for radial grids
Volume 3
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LS8QwEA6LXryIouKbHLzV7m6bttsefSKCnlbxVpI01YJuJVZFf4q_1pmk7VZZRL2UJcuGdOdjMq9vhpA9lYeRADPZlbkQbhB6wk3iRLoJD7LAi7nnC2QjX1xGZ1fB-U140-t9dKqWnivRl-8zeSX_kSqsgVyRJfsHybabwgJ8BvnCEyQMz1_J2ITzXK41f3MkF4ZZXoIOeKjJlRjMKPP86a7UynktsCUADkXD0dGmfOLI4ThSHAkthe3XjSxAzNyAJ24KEDU3xJJbXVhCcGPHYh2KUzcKunNsSH-aSdJFVRulOMtomqV6uS9fGlaNamP511xjuZ_NAR3zBwBsOQ1-w8kPMZt_GGvDlDKAbBe6QQvLKLZaDcwl8H49S4vuqxlrtVpmX9RqMFPd-1GMHAYcNIZHMC_b9yLwAfv-9IJrkvrf7r22GhH9INwp_bJPavZJ4Xqf90fgRXYiQXjLg13IIjM3pj19TUDHrQYzj9SxfTpGzHiJLNbeBz2wUFomPTVZIfcdGNEaRrQLI1pMaAMjijCiBkbUwmifcgogoh0Q0RZEFEBELYioAdEqGZ-ejI_O3HoIhyuT0HeFAp2PA2n8Icv8RCi0JzMWC5aAse-D4ZMxbJsmcxUyLmOZ5dFQZFks-Eh4irM1MjcpJ2qdUCk9zlgI3yRZoFgeh2KUM8ZVAppfqXCDDJp_J320rVbSn0Wz-edfbJEFhKONoW2TuUo_qx2wKiuxa6Ixu0bIn2kAgtE
link.rule.ids 315,786,790,870,4043,27956,27957,27958
linkProvider National Library of Medicine
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=Inter-array+cabling+optimization+in+offshore+wind+power+plants%2C+a+new+reliability+indicator+for+radial+grids&rft.jtitle=Open+research+Europe&rft.au=Abritta%2C+Ramon&rft.au=Pavlov%2C+Alexey&rft.au=Varagnolo%2C+Damiano&rft.au=Tore+B%C3%B8rresen%2C+B%C3%B8rre&rft.date=2023&rft.issn=2732-5121&rft.eissn=2732-5121&rft.volume=3&rft.spage=214&rft_id=info:doi/10.12688%2Fopenreseurope.16716.2&rft.externalDBID=n%2Fa&rft.externalDocID=10_12688_openreseurope_16716_2
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2732-5121&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2732-5121&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2732-5121&client=summon