Offshore wind power system economic evaluation framework under aleatory and epistemic uncertainty

Design and assessment of energy systems is affected by many sources of uncertainty and variability determining their technical and economic performances. This is even more relevant in systems exploiting renewable energy sources, given the intrinsic uncertainty in their availability. In this case, tr...

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Published inApplied energy Vol. 350; p. 121585
Main Authors Caputo, Antonio C., Federici, Alessandro, Pelagagge, Pacifico M., Salini, Paolo
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 15.11.2023
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Abstract Design and assessment of energy systems is affected by many sources of uncertainty and variability determining their technical and economic performances. This is even more relevant in systems exploiting renewable energy sources, given the intrinsic uncertainty in their availability. In this case, traditional design and evaluation methods based on deterministic analysis assuming average nominal values of involved parameters may lead to inaccurate decisions and underestimating inherent risk. Software tools for evaluating investment in renewable power systems are widespread, but uncertainty is often only included in the form of simple sensitivity analysis, changing one-element at time, thus failing to give a complete picture of uncertainty propagation effects. Some contributions on the economic evaluation of renewable energy systems under uncertainty are available in the literature, but only a few sources of uncertainty are considered. As a contribution to filling this gap, in this work, a framework for economic performance assessment of offshore wind power systems considering the effects of both epistemic and aleatory uncertainty is proposed by simultaneously considering the uncertainty of the correlations used to model the system, the variability of resource availability and energy sale price as well as the impact of failures and major disruptive events. The approach allows a thorough and realistic assessment of uncertainty propagation on the profitability of the investment, and is demonstrated in an accompanying application example. •Systems exploiting renewable energy sources are deeply affected by uncertainty and variability•Deterministic analysis may lead to inaccurate decisions and underestimating inherent risk.•A framework for economic performance assessment of offshore wind power systems is proposed•Comprehensive set of uncertainties is considered (correlations, resources availability, energy price, failures).•The approach allows a thorough and realistic assessment.
AbstractList Design and assessment of energy systems is affected by many sources of uncertainty and variability determining their technical and economic performances. This is even more relevant in systems exploiting renewable energy sources, given the intrinsic uncertainty in their availability. In this case, traditional design and evaluation methods based on deterministic analysis assuming average nominal values of involved parameters may lead to inaccurate decisions and underestimating inherent risk. Software tools for evaluating investment in renewable power systems are widespread, but uncertainty is often only included in the form of simple sensitivity analysis, changing one-element at time, thus failing to give a complete picture of uncertainty propagation effects. Some contributions on the economic evaluation of renewable energy systems under uncertainty are available in the literature, but only a few sources of uncertainty are considered. As a contribution to filling this gap, in this work, a framework for economic performance assessment of offshore wind power systems considering the effects of both epistemic and aleatory uncertainty is proposed by simultaneously considering the uncertainty of the correlations used to model the system, the variability of resource availability and energy sale price as well as the impact of failures and major disruptive events. The approach allows a thorough and realistic assessment of uncertainty propagation on the profitability of the investment, and is demonstrated in an accompanying application example. •Systems exploiting renewable energy sources are deeply affected by uncertainty and variability•Deterministic analysis may lead to inaccurate decisions and underestimating inherent risk.•A framework for economic performance assessment of offshore wind power systems is proposed•Comprehensive set of uncertainties is considered (correlations, resources availability, energy price, failures).•The approach allows a thorough and realistic assessment.
ArticleNumber 121585
Author Pelagagge, Pacifico M.
Caputo, Antonio C.
Salini, Paolo
Federici, Alessandro
Author_xml – sequence: 1
  givenname: Antonio C.
  surname: Caputo
  fullname: Caputo, Antonio C.
  email: acaputo@uniroma3.it
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  givenname: Pacifico M.
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  fullname: Pelagagge, Pacifico M.
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  givenname: Paolo
  surname: Salini
  fullname: Salini, Paolo
  email: paolo.salini@univaq.it
  organization: Department of Industrial Engineering, Information and Economics, University of L'Aquila, Zona industriale di Pile, L'Aquila 67100, Italy
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Cites_doi 10.1016/j.apenergy.2020.114716
10.1016/j.epsr.2012.01.019
10.1016/j.energy.2016.06.135
10.1002/we.244
10.5194/wes-6-311-2021
10.1016/j.renene.2017.06.068
10.1016/j.ress.2010.01.011
10.1016/j.apenergy.2015.10.052
10.3390/en9020109
10.1016/j.energy.2016.11.103
10.1016/j.ijforecast.2008.09.008
10.3390/en10071037
10.1002/we.2600
10.1016/j.rser.2014.01.033
10.1016/j.apenergy.2021.116983
10.3390/en7128508
10.1016/j.sbspro.2011.09.013
10.1016/j.ijforecast.2008.08.002
10.5574/KSOE.2013.27.4.098
10.1080/15325008.2012.742942
10.1016/j.nucengdes.2011.06.051
10.1016/j.ress.2017.10.025
10.3390/su9091525
10.3390/en15093423
10.1016/j.apenergy.2009.08.038
10.1109/TSTE.2013.2256807
10.3390/en10030276
10.1016/j.oceaneng.2020.107393
10.3390/en5061734
10.1016/j.rser.2022.112519
10.1016/j.epsr.2014.12.025
10.1002/we.1887
10.1002/er.798
10.1016/j.renene.2010.04.032
10.1061/(ASCE)NH.1527-6996.0000267
10.1016/j.renene.2020.12.124
10.1016/j.renene.2014.10.052
10.1080/00036846.2015.1080801
10.1109/60.507648
10.1016/j.egypro.2013.11.005
10.1109/TPWRS.2002.804943
10.1016/j.enbuild.2016.04.080
10.1016/j.renene.2015.04.035
10.1002/we.2526
10.1016/j.jclepro.2017.09.219
10.1260/014459807781036395
10.1016/j.rser.2022.112886
10.1016/j.apenergy.2019.01.182
10.1016/j.istruc.2022.04.078
10.1016/j.rser.2013.08.039
10.1002/we.421
10.1016/j.ijforecast.2008.08.004
10.1016/j.energy.2022.123107
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Economic evaluation
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References Diaf, Notton, Diaf (bb0125) 2013; 42
Martin del Campo, Pozos-Estrada, Pozos-Estrada (bb0260) 2021; 24
Saxena, Rao (bb0325) 2015; 2
Carroll, McDonald, McMillan (bb0065) 2016; 19
Jonkman, Butterfield, Musial, Scott (bb0195) 2009
Castro-Santos, Filgueira-Vizoso, Carral-Couce, Formoso (bb0075) 2016; 112
Tazi, Châtelet, Bouzidi (bb0370) 2017; 10
Díaz, Gómez-Aleixandre, Coto (bb0130) 2016; 162
Sakki, Tsoukalas, Kossieris, Makropoulos, Efstratiadis (bb0315) 2022; 168
Lee, Kim, Yoon (bb0230) 2013; 27
Chan, Gray, van Campen (bb0090) 2008; 24
Weron, Misiorek (bb0400) 2008; 24
Barberis Negra, Holmstrøm, Bak-Jensen, Sørensen (bb0040) 2006
Riaz, Khan (bb0305) 2019
Castro-Santos, Filgueira-Vizoso, Lamas-Galdo, Carral-Couce (bb0080) 2018; 170
Ali, Matevosyan, Milanović (bb0015) 2012; 89
Liebl (bb0240) 2013
Chen, Rabiti (bb0100) 2017; 120
Faulstich, Hahn, Tavner (bb0145) 2011; 14
Gaß, Strauss, Schmidt, Schmid (bb0160) 2011
Yan, Möhrlen, Göçmen, Kelly, Goebel (bb0410) 2022; 165
Patel, Beik (bb0285) 2021
Borowy, Salameh (bb0050) 1996; 11
Soroudi, Amraee (bb0350) 2013; 28
Huang, Whittaker, Luco (bb0170) 2011; 241
Jakaša, Andročec, Sprčić (bb0185) 2011
Abdel-Basset, Gamal, Chakrabortty, Ryan (bb0005) 2021; 168
Carpinone, Giorgio, Langella, Testa (bb0060) 2015; 122
Wang, Zhang, Jiang, Yu, Liu, Weng (bb0385) 2013; 3
Maienza, Avossa, Ricciardelli, Coiro, Troise, Georgakis (bb0250) 2020; 266
Khindanova (bb0205) 2013; 15
Shafiee, Sørensen (bb0330) 2019; 192
Sørensen (bb0345) 2015
Dunn, Wilkinson, Alderson, Fowler, Galasso (bb0135) 2018; 19
Lee, Zhong (bb0220) 2015; 75
Di Giorgio, Langella, Testa, Djokic, Zou (bb0120) 2020
Vardar, Çetin (bb0380) 2007; 25
Hyndman, Athanasopoulos (bb0175) 2018
Lee, Fields (bb0225) 2021; 6
Mathew (bb0265) 2006
Satkauskas, Maack, Reynolds, Sigler, Panda, Jones (bb0320) 2022
Maienza, Avossa, Picozzi, Ricciardelli (bb0255) 2022
Petrone, de Nicola, Quagliarella, Witteveen, Iaccarino (bb0290) 2011
RETScreen (bb0300) 2023
Fingersh, Hand, Laxson (bb0150) 2006
HOMER (bb0165) 2023
Jan, Shah, Ali (bb0190) 2022; 15
Cadenas, Rivera, Campos-Amezcua, Heard (bb0055) 2016; 9
Yuan, Chen, Li, Xu (bb0415) 2017; 113
Chaudhari, Somala (bb0095) 2022
Chung (bb0105) 1967
Sun, Feng, Chartan, Hodge, Zhang (bb0355) 2019; 238
energyPro (bb0140) 2023
Atcheson, Garrad, Cradden, Henderson, Matha, Nichols (bb0025) 2016
Apak, Atay, Tuncer (bb0020) 2011; 24
Aven (bb0030) 2010; 95
Sharma, Jain, Bhakar (bb0335) 2013; 41
System Advisor Model (bb0360) 2023
Ikeda, Ooka (bb0180) 2016; 125
Wei, Arwade, Myers, Hallowell, Hajjar, Hines (bb0390) 2015
Castro-Santos (bb0070) 2013
Ma, Sun, Fang (bb0245) 2013; 4
Ulgen, Hepbasli (bb0375) 2002; 26
Kwon (bb0210) 2010; 87
Woo (bb0405) 2020
Castro-Santos, Silva, Bento, Salvacao, Soares (bb0085) 2020; 207
Negra, Holmstrøm, Bak-Jensen, Sørensen (bb0280) 2008; 11
Avossa, Demartino, Contestabile, Ricciardelli, Vicinanza (bb0035) 2017; 9
Contreras, Espinola, Nogales, Conejo (bb0110) 2003; 18
Mensah, Dueñas-Osorio (bb0270) 2012; 5
Safari, Gasore (bb0310) 2010; 35
Ajayi, Fagbenle, Katende, Ndambuki, Omole, Badejo (bb0010) 2014; 7
Weron, Misiorek (bb0395) 2005; 5
Lago, Marcjasz, De Schutter, Weron (bb0215) 2021; 293
Karakatsani, Bunn (bb0200) 2008; 24
Poore, Lettenmaier (bb0295) 2003
Li, Valla, Zio (bb0235) 2015; 83
Bessec, Fouquau, Meritet (bb0045) 2016; 48
Gabrielli, Wüthrich, Blume, Sansavini (bb0155) 2022; 244
Dao, Kazemtabrizi, Crabtree (bb0115) 2020; 23
Sohoni, Gupta, Nema (bb0340) 2016
Tavner (bb0365) 2012
Mo, Kang, Li, Zhao (bb0275) 2017; 10
Zhang, Wang, Wang (bb0420) 2014; 32
energyPro (10.1016/j.apenergy.2023.121585_bb0140)
Mathew (10.1016/j.apenergy.2023.121585_bb0265) 2006
Weron (10.1016/j.apenergy.2023.121585_bb0395) 2005; 5
Saxena (10.1016/j.apenergy.2023.121585_bb0325) 2015; 2
Castro-Santos (10.1016/j.apenergy.2023.121585_bb0070) 2013
Sun (10.1016/j.apenergy.2023.121585_bb0355) 2019; 238
Tavner (10.1016/j.apenergy.2023.121585_bb0365) 2012
Yan (10.1016/j.apenergy.2023.121585_bb0410) 2022; 165
Ali (10.1016/j.apenergy.2023.121585_bb0015) 2012; 89
Maienza (10.1016/j.apenergy.2023.121585_bb0255) 2022
Jonkman (10.1016/j.apenergy.2023.121585_bb0195) 2009
Bessec (10.1016/j.apenergy.2023.121585_bb0045) 2016; 48
Mensah (10.1016/j.apenergy.2023.121585_bb0270) 2012; 5
Castro-Santos (10.1016/j.apenergy.2023.121585_bb0085) 2020; 207
Sharma (10.1016/j.apenergy.2023.121585_bb0335) 2013; 41
Poore (10.1016/j.apenergy.2023.121585_bb0295) 2003
Sohoni (10.1016/j.apenergy.2023.121585_bb0340) 2016
Atcheson (10.1016/j.apenergy.2023.121585_bb0025) 2016
Mo (10.1016/j.apenergy.2023.121585_bb0275) 2017; 10
Soroudi (10.1016/j.apenergy.2023.121585_bb0350) 2013; 28
Carroll (10.1016/j.apenergy.2023.121585_bb0065) 2016; 19
Vardar (10.1016/j.apenergy.2023.121585_bb0380) 2007; 25
Carpinone (10.1016/j.apenergy.2023.121585_bb0060) 2015; 122
HOMER (10.1016/j.apenergy.2023.121585_bb0165)
Chen (10.1016/j.apenergy.2023.121585_bb0100) 2017; 120
Gabrielli (10.1016/j.apenergy.2023.121585_bb0155) 2022; 244
Abdel-Basset (10.1016/j.apenergy.2023.121585_bb0005) 2021; 168
Hyndman (10.1016/j.apenergy.2023.121585_bb0175) 2018
Aven (10.1016/j.apenergy.2023.121585_bb0030) 2010; 95
Riaz (10.1016/j.apenergy.2023.121585_bb0305) 2019
Borowy (10.1016/j.apenergy.2023.121585_bb0050) 1996; 11
Chan (10.1016/j.apenergy.2023.121585_bb0090) 2008; 24
Jan (10.1016/j.apenergy.2023.121585_bb0190) 2022; 15
Sørensen (10.1016/j.apenergy.2023.121585_bb0345) 2015
System Advisor Model (10.1016/j.apenergy.2023.121585_bb0360) 2023
Yuan (10.1016/j.apenergy.2023.121585_bb0415) 2017; 113
Petrone (10.1016/j.apenergy.2023.121585_bb0290) 2011
Di Giorgio (10.1016/j.apenergy.2023.121585_bb0120) 2020
Tazi (10.1016/j.apenergy.2023.121585_bb0370) 2017; 10
Dunn (10.1016/j.apenergy.2023.121585_bb0135) 2018; 19
Satkauskas (10.1016/j.apenergy.2023.121585_bb0320) 2022
Maienza (10.1016/j.apenergy.2023.121585_bb0250) 2020; 266
Barberis Negra (10.1016/j.apenergy.2023.121585_bb0040) 2006
Ajayi (10.1016/j.apenergy.2023.121585_bb0010) 2014; 7
Faulstich (10.1016/j.apenergy.2023.121585_bb0145) 2011; 14
Negra (10.1016/j.apenergy.2023.121585_bb0280) 2008; 11
Zhang (10.1016/j.apenergy.2023.121585_bb0420) 2014; 32
Chaudhari (10.1016/j.apenergy.2023.121585_bb0095) 2022
Cadenas (10.1016/j.apenergy.2023.121585_bb0055) 2016; 9
Khindanova (10.1016/j.apenergy.2023.121585_bb0205) 2013; 15
Wang (10.1016/j.apenergy.2023.121585_bb0385) 2013; 3
Huang (10.1016/j.apenergy.2023.121585_bb0170) 2011; 241
Ma (10.1016/j.apenergy.2023.121585_bb0245) 2013; 4
Weron (10.1016/j.apenergy.2023.121585_bb0400) 2008; 24
Lee (10.1016/j.apenergy.2023.121585_bb0230) 2013; 27
Avossa (10.1016/j.apenergy.2023.121585_bb0035) 2017; 9
Kwon (10.1016/j.apenergy.2023.121585_bb0210) 2010; 87
Woo (10.1016/j.apenergy.2023.121585_bb0405) 2020
Karakatsani (10.1016/j.apenergy.2023.121585_bb0200) 2008; 24
Wei (10.1016/j.apenergy.2023.121585_bb0390) 2015
Liebl (10.1016/j.apenergy.2023.121585_bb0240) 2013
Lago (10.1016/j.apenergy.2023.121585_bb0215) 2021; 293
Gaß (10.1016/j.apenergy.2023.121585_bb0160) 2011
Apak (10.1016/j.apenergy.2023.121585_bb0020) 2011; 24
Li (10.1016/j.apenergy.2023.121585_bb0235) 2015; 83
Safari (10.1016/j.apenergy.2023.121585_bb0310) 2010; 35
Ikeda (10.1016/j.apenergy.2023.121585_bb0180) 2016; 125
Martin del Campo (10.1016/j.apenergy.2023.121585_bb0260) 2021; 24
Patel (10.1016/j.apenergy.2023.121585_bb0285) 2021
Castro-Santos (10.1016/j.apenergy.2023.121585_bb0080) 2018; 170
Jakaša (10.1016/j.apenergy.2023.121585_bb0185) 2011
RETScreen (10.1016/j.apenergy.2023.121585_bb0300) 2023
Chung (10.1016/j.apenergy.2023.121585_bb0105) 1967
Sakki (10.1016/j.apenergy.2023.121585_bb0315) 2022; 168
Diaf (10.1016/j.apenergy.2023.121585_bb0125) 2013; 42
Shafiee (10.1016/j.apenergy.2023.121585_bb0330) 2019; 192
Fingersh (10.1016/j.apenergy.2023.121585_bb0150) 2006
Lee (10.1016/j.apenergy.2023.121585_bb0225) 2021; 6
Dao (10.1016/j.apenergy.2023.121585_bb0115) 2020; 23
Contreras (10.1016/j.apenergy.2023.121585_bb0110) 2003; 18
Díaz (10.1016/j.apenergy.2023.121585_bb0130) 2016; 162
Ulgen (10.1016/j.apenergy.2023.121585_bb0375) 2002; 26
Castro-Santos (10.1016/j.apenergy.2023.121585_bb0075) 2016; 112
Lee (10.1016/j.apenergy.2023.121585_bb0220) 2015; 75
References_xml – volume: 6
  start-page: 311
  year: 2021
  end-page: 365
  ident: bb0225
  article-title: An overview of wind-energy-production prediction bias, losses, and uncertainties
  publication-title: Wind Energy Sci
  contributor:
    fullname: Fields
– year: 2012
  ident: bb0365
  article-title: Offshore wind turbines: Reliability, availability and maintenance
  contributor:
    fullname: Tavner
– volume: 244
  year: 2022
  ident: bb0155
  article-title: Data-driven modeling for long-term electricity price forecasting
  publication-title: Energy
  contributor:
    fullname: Sansavini
– volume: 122
  start-page: 152
  year: 2015
  end-page: 158
  ident: bb0060
  article-title: Markov chain modeling for very-short-term wind power forecasting
  publication-title: Electr Pow Syst Res
  contributor:
    fullname: Testa
– volume: 32
  start-page: 255
  year: 2014
  end-page: 270
  ident: bb0420
  article-title: Review on probabilistic forecasting of wind power generation
  publication-title: Renew Sustain Energy Rev
  contributor:
    fullname: Wang
– volume: 42
  start-page: 53
  year: 2013
  end-page: 62
  ident: bb0125
  article-title: Technical and economic assessment of wind farm power generation at Adrar in southern Algeria
  publication-title: Energy Procedia
  contributor:
    fullname: Diaf
– year: 2023
  ident: bb0360
  article-title: S.A.M
  contributor:
    fullname: System Advisor Model
– volume: 83
  start-page: 222
  year: 2015
  end-page: 233
  ident: bb0235
  article-title: Reliability assessment of generic geared wind turbines by GTST-MLD model and Monte Carlo simulation
  publication-title: Renew Energy
  contributor:
    fullname: Zio
– volume: 10
  start-page: 1037
  year: 2017
  ident: bb0275
  article-title: Seismic fragility analysis of monopile offshore wind turbines under different operational conditions
  publication-title: Energies
  contributor:
    fullname: Zhao
– volume: 5
  start-page: 10
  year: 2005
  end-page: 12
  ident: bb0395
  article-title: Forecasting spot electricity prices with time series models
  publication-title: Eur Elect Market EEM
  contributor:
    fullname: Misiorek
– year: 2022
  ident: bb0320
  article-title: Simulating impacts of extreme events on grids with high penetrations of wind power resources
  contributor:
    fullname: Jones
– volume: 266
  year: 2020
  ident: bb0250
  article-title: A life cycle cost model for floating offshore wind farms
  publication-title: Appl Energy
  contributor:
    fullname: Georgakis
– volume: 24
  start-page: 737
  year: 2021
  end-page: 753
  ident: bb0260
  article-title: Development of fragility curves of land-based wind turbines with tuned mass dampers under cyclone and seismic loading
  publication-title: Wind Energy
  contributor:
    fullname: Pozos-Estrada
– year: 2016
  ident: bb0025
  article-title: Floating offshore wind energy
  contributor:
    fullname: Nichols
– volume: 120
  start-page: 507
  year: 2017
  end-page: 517
  ident: bb0100
  article-title: Synthetic wind speed scenarios generation for probabilistic analysis of hybrid energy systems
  publication-title: Energy
  contributor:
    fullname: Rabiti
– volume: 125
  start-page: 75
  year: 2016
  end-page: 85
  ident: bb0180
  article-title: A new optimization strategy for the operating schedule of energy systems under uncertainty of renewable energy sources and demand changes
  publication-title: Energ Buildings
  contributor:
    fullname: Ooka
– volume: 27
  start-page: 98
  year: 2013
  end-page: 106
  ident: bb0230
  article-title: Seismic fragility for 5MW offshore wind turbine using pushover analysis
  publication-title: J Ocean Eng Technol
  contributor:
    fullname: Yoon
– start-page: 636
  year: 2015
  ident: bb0345
  article-title: Reliability assessment of wind turbines
  publication-title: ICASP12: 12th international conference on applications of statistics and probability in civil engineering
  contributor:
    fullname: Sørensen
– start-page: 53
  year: 2020
  end-page: 99
  ident: bb0405
  article-title: Modern definitions in reliability engineering
  publication-title: Reliability design of mechanical systems: a guide for mechanical and civil engineers
  contributor:
    fullname: Woo
– volume: 113
  start-page: 1122
  year: 2017
  end-page: 1134
  ident: bb0415
  article-title: Fragility analysis of large-scale wind turbines under the combination of seismic and aerodynamic loads
  publication-title: Renew Energy
  contributor:
    fullname: Xu
– volume: 9
  start-page: 1525
  year: 2017
  ident: bb0035
  article-title: Some results on the vulnerability assessment of HAWTs subjected to wind and seismic actions
  publication-title: Sustainability
  contributor:
    fullname: Vicinanza
– start-page: 1562
  year: 2013
  end-page: 1592
  ident: bb0240
  article-title: Modeling and forecasting electricity spot prices: a functional data perspective
  publication-title: Ann Appl Stat
  contributor:
    fullname: Liebl
– volume: 293
  year: 2021
  ident: bb0215
  article-title: Forecasting day-ahead electricity prices: a review of state-of-the-art algorithms, best practices and an open-access benchmark
  publication-title: Appl Energy
  contributor:
    fullname: Weron
– volume: 168
  start-page: 1073
  year: 2021
  end-page: 1095
  ident: bb0005
  article-title: Evaluation approach for sustainable renewable energy systems under uncertain environment: a case study
  publication-title: Renew Energy
  contributor:
    fullname: Ryan
– volume: 35
  start-page: 2874
  year: 2010
  end-page: 2880
  ident: bb0310
  article-title: A statistical investigation of wind characteristics and wind energy potential based on the Weibull and Rayleigh models in Rwanda
  publication-title: Renew Energy
  contributor:
    fullname: Gasore
– year: 2023
  ident: bb0165
  article-title: UL solution
  contributor:
    fullname: HOMER
– volume: 19
  year: 2018
  ident: bb0135
  article-title: Fragility curves for assessing the resilience of electricity networks constructed from an extensive fault database
  publication-title: Nat Hazards Rev
  contributor:
    fullname: Galasso
– volume: 19
  start-page: 1107
  year: 2016
  end-page: 1119
  ident: bb0065
  article-title: Failure rate, repair time and unscheduled O&M cost analysis of offshore wind turbines
  publication-title: Wind Energy
  contributor:
    fullname: McMillan
– year: 2021
  ident: bb0285
  article-title: Wind and solar power systems: Design, analysis, and operation
  contributor:
    fullname: Beik
– start-page: 1891
  year: 2015
  end-page: 1902
  ident: bb0390
  article-title: Performance levels and fragility for offshore wind turbine support structures during extreme events
  publication-title: Struct Congr
  contributor:
    fullname: Hines
– year: 2018
  ident: bb0175
  article-title: Forecasting: Principles and practice
  contributor:
    fullname: Athanasopoulos
– volume: 11
  start-page: 367
  year: 1996
  end-page: 375
  ident: bb0050
  article-title: Methodology for optimally sizing the combination of a battery bank and PV array in a wind/PV hybrid system
  publication-title: IEEE Trans Energy Convers
  contributor:
    fullname: Salameh
– start-page: 66
  year: 2022
  end-page: 76
  ident: bb0095
  article-title: Fragility of offshore wind turbines variation with pulse-period and amplitude: directivity and fling step
  publication-title: Structures
  contributor:
    fullname: Somala
– volume: 48
  start-page: 361
  year: 2016
  end-page: 378
  ident: bb0045
  article-title: Forecasting electricity spot prices using time-series models with a double temporal segmentation
  publication-title: Appl Econ
  contributor:
    fullname: Meritet
– volume: 24
  start-page: 744
  year: 2008
  end-page: 763
  ident: bb0400
  article-title: Forecasting spot electricity prices: a comparison of parametric and semiparametric time series models
  publication-title: Int J Forecast
  contributor:
    fullname: Misiorek
– volume: 95
  start-page: 623
  year: 2010
  end-page: 631
  ident: bb0030
  article-title: On how to define, understand and describe risk
  publication-title: Reliab Eng Syst Saf
  contributor:
    fullname: Aven
– volume: 89
  start-page: 70
  year: 2012
  end-page: 79
  ident: bb0015
  article-title: Probabilistic assessment of wind farm annual energy production
  publication-title: Electr Pow Syst Res
  contributor:
    fullname: Milanović
– volume: 112
  start-page: 868
  year: 2016
  end-page: 882
  ident: bb0075
  article-title: Economic feasibility of floating offshore wind farms
  publication-title: Energy
  contributor:
    fullname: Formoso
– volume: 41
  start-page: 271
  year: 2013
  end-page: 285
  ident: bb0335
  article-title: Wind power scenario generation and reduction in stochastic programming framework
  publication-title: Elect Power Compon Syst
  contributor:
    fullname: Bhakar
– volume: 3
  start-page: 122
  year: 2013
  ident: bb0385
  article-title: Reliability assessment of wind farm active power based on sequential Monte-Carlo method
  publication-title: Int J Energ Eng
  contributor:
    fullname: Weng
– volume: 9
  start-page: 109
  year: 2016
  ident: bb0055
  article-title: Wind speed prediction using a univariate ARIMA model and a multivariate NARX model
  publication-title: Energies
  contributor:
    fullname: Heard
– volume: 24
  start-page: 728
  year: 2008
  end-page: 743
  ident: bb0090
  article-title: A new approach to characterizing and forecasting electricity price volatility
  publication-title: Int J Forecast
  contributor:
    fullname: van Campen
– volume: 2
  start-page: 1
  year: 2015
  end-page: 11
  ident: bb0325
  article-title: Comparison of Weibull parameters computation methods and analytical estimation of wind turbine capacity factor using polynomial power curve model: case study of a wind farm
  publication-title: Renewables
  contributor:
    fullname: Rao
– volume: 11
  start-page: 193
  year: 2008
  end-page: 209
  ident: bb0280
  article-title: Model of a synthetic wind speed time series generator
  publication-title: Wind Energy
  contributor:
    fullname: Sørensen
– year: 2023
  ident: bb0300
  article-title: Natural Resources Canada
  contributor:
    fullname: RETScreen
– volume: 241
  start-page: 3996
  year: 2011
  end-page: 4003
  ident: bb0170
  article-title: A probabilistic seismic risk assessment procedure for nuclear power plants:(I) methodology
  publication-title: Nucl Eng Des
  contributor:
    fullname: Luco
– volume: 5
  start-page: 1734
  year: 2012
  end-page: 1750
  ident: bb0270
  article-title: A closed-form technique for the reliability and risk assessment of wind turbine systems
  publication-title: Energies
  contributor:
    fullname: Dueñas-Osorio
– volume: 165
  year: 2022
  ident: bb0410
  article-title: Uncovering wind power forecasting uncertainty sources and their propagation through the whole modelling chain
  publication-title: Renew Sustain Energy Rev
  contributor:
    fullname: Goebel
– volume: 168
  year: 2022
  ident: bb0315
  article-title: Stochastic simulation-optimization framework for the design and assessment of renewable energy systems under uncertainty
  publication-title: Renew Sustain Energy Rev
  contributor:
    fullname: Efstratiadis
– volume: 25
  start-page: 71
  year: 2007
  end-page: 82
  ident: bb0380
  article-title: Cost assessment of the possibility of using three types of wind turbine in Turkey
  publication-title: Energy Explor Exploit
  contributor:
    fullname: Çetin
– year: 2003
  ident: bb0295
  article-title: Alternative design study report: WindPACT advanced wind turbine drive train designs study; November 1, 2000–February 28, 2002
  contributor:
    fullname: Lettenmaier
– year: 1967
  ident: bb0105
  article-title: Markov chains
  contributor:
    fullname: Chung
– volume: 162
  start-page: 21
  year: 2016
  end-page: 30
  ident: bb0130
  article-title: Wind power scenario generation through state-space specifications for uncertainty analysis of wind power plants
  publication-title: Appl Energy
  contributor:
    fullname: Coto
– volume: 18
  start-page: 1014
  year: 2003
  end-page: 1020
  ident: bb0110
  article-title: ARIMA models to predict next-day electricity prices
  publication-title: IEEE Trans Power Syst
  contributor:
    fullname: Conejo
– start-page: 1
  year: 2020
  end-page: 6
  ident: bb0120
  article-title: First order non-homogeneous Markov chain model for generation of wind speed and direction synthetic time series
  publication-title: 2020 international conference on probabilistic methods applied to power systems (PMAPS)
  contributor:
    fullname: Zou
– volume: 207
  year: 2020
  ident: bb0085
  article-title: Economic feasibility of floating offshore wind farms in Portugal
  publication-title: Ocean Eng
  contributor:
    fullname: Soares
– year: 2023
  ident: bb0140
  article-title: EMD International A/S
  contributor:
    fullname: energyPro
– volume: 170
  start-page: 1124
  year: 2018
  end-page: 1135
  ident: bb0080
  article-title: Methodology to calculate the installation costs of offshore wind farms located in deep waters
  publication-title: J Clean Prod
  contributor:
    fullname: Carral-Couce
– volume: 15
  start-page: 94
  year: 2013
  end-page: 106
  ident: bb0205
  article-title: A Monte Carlo model of a wind power generation investment
  publication-title: J Appl Bus Econ
  contributor:
    fullname: Khindanova
– year: 2006
  ident: bb0040
  article-title: Comparison of different techniques for offshore wind farm reliability assessment
  publication-title: Proc. sixth international workshop on large-scale integration of wind power and transmission networks for offshore wind farms, Delft, The Netherlands
  contributor:
    fullname: Sørensen
– start-page: 222
  year: 2011
  end-page: 225
  ident: bb0185
  article-title: Electricity price forecasting—ARIMA model approach
  publication-title: 2011 8th international conference on the European energy market (EEM)
  contributor:
    fullname: Sprčić
– volume: 4
  start-page: 894
  year: 2013
  end-page: 904
  ident: bb0245
  article-title: Scenario generation of wind power based on statistical uncertainty and variability
  publication-title: IEEE Trans Sustain Energ
  contributor:
    fullname: Fang
– year: 2006
  ident: bb0265
  article-title: Wind energy: Fundamentals, resource analysis and economics
  contributor:
    fullname: Mathew
– volume: 15
  start-page: 3423
  year: 2022
  ident: bb0190
  article-title: Short-term electricity prices forecasting using functional time series analysis
  publication-title: Energies
  contributor:
    fullname: Ali
– volume: 28
  start-page: 376
  year: 2013
  end-page: 384
  ident: bb0350
  article-title: Decision making under uncertainty in energy systems: state of the art
  publication-title: Renew Sustain Energy Rev
  contributor:
    fullname: Amraee
– year: 2006
  ident: bb0150
  article-title: Wind turbine design cost and scaling model
  contributor:
    fullname: Laxson
– volume: 75
  start-page: 779
  year: 2015
  end-page: 787
  ident: bb0220
  article-title: Financing and risk management of renewable energy projects with a hybrid bond
  publication-title: Renew Energy
  contributor:
    fullname: Zhong
– year: 2013
  ident: bb0070
  article-title: Methodology related to the development of the economic evaluation of floating offshore wind farms in terms of the analysis of the cost of their life-cycle phases
  contributor:
    fullname: Castro-Santos
– year: 2009
  ident: bb0195
  article-title: Definition of a 5-MW reference wind turbine for offshore system development
  contributor:
    fullname: Scott
– start-page: 2016
  year: 2016
  ident: bb0340
  article-title: A critical review on wind turbine power curve modelling techniques and their applications in wind based energy systems
  publication-title: J Energ
  contributor:
    fullname: Nema
– volume: 26
  start-page: 495
  year: 2002
  end-page: 506
  ident: bb0375
  article-title: Determination of Weibull parameters for wind energy analysis of Izmir
  publication-title: Turk Int J Energy Res
  contributor:
    fullname: Hepbasli
– start-page: 4169
  year: 2011
  end-page: 4176
  ident: bb0160
  article-title: Economic assessment of wind power uncertainty, world renewable energy congress-Sweden; 8-13 May; 2011
  contributor:
    fullname: Schmid
– start-page: 1
  year: 2019
  end-page: 5
  ident: bb0305
  article-title: Economic feasibility study to design a large offshore wind farm near coastal region of Rameshvaram, India
  publication-title: 2019 international conference on electrical, electronics and computer engineering (UPCON)
  contributor:
    fullname: Khan
– volume: 14
  start-page: 327
  year: 2011
  end-page: 337
  ident: bb0145
  article-title: Wind turbine downtime and its importance for offshore deployment
  publication-title: Wind Energy
  contributor:
    fullname: Tavner
– start-page: 1
  year: 2022
  end-page: 17
  ident: bb0255
  article-title: Feasibility analysis for floating offshore wind energy
  publication-title: Int J Life Cycle Assess
  contributor:
    fullname: Ricciardelli
– volume: 10
  start-page: 276
  year: 2017
  ident: bb0370
  article-title: Using a hybrid cost-FMEA analysis for wind turbine reliability analysis
  publication-title: Energies
  contributor:
    fullname: Bouzidi
– volume: 87
  start-page: 856
  year: 2010
  end-page: 865
  ident: bb0210
  article-title: Uncertainty analysis of wind energy potential assessment
  publication-title: Appl Energy
  contributor:
    fullname: Kwon
– volume: 238
  start-page: 1497
  year: 2019
  end-page: 1505
  ident: bb0355
  article-title: A two-step short-term probabilistic wind forecasting methodology based on predictive distribution optimization
  publication-title: Appl Energy
  contributor:
    fullname: Zhang
– volume: 23
  start-page: 1919
  year: 2020
  end-page: 1938
  ident: bb0115
  article-title: Offshore wind turbine reliability and operational simulation under uncertainties
  publication-title: Wind Energy
  contributor:
    fullname: Crabtree
– volume: 24
  start-page: 935
  year: 2011
  end-page: 945
  ident: bb0020
  article-title: Financial risk management in renewable energy sector: comparative analysis between the European Union and Turkey
  publication-title: Procedia Soc Behav Sci
  contributor:
    fullname: Tuncer
– volume: 7
  start-page: 8508
  year: 2014
  end-page: 8534
  ident: bb0010
  article-title: Wind energy study and energy cost of wind electricity generation in Nigeria: past and recent results and a case study for south West Nigeria
  publication-title: Energies
  contributor:
    fullname: Badejo
– start-page: 544
  year: 2011
  ident: bb0290
  article-title: Wind turbine performance analysis under uncertainty
  publication-title: 49th AIAA aerospace sciences meeting including the new horizons forum and aerospace exposition
  contributor:
    fullname: Iaccarino
– volume: 192
  year: 2019
  ident: bb0330
  article-title: Maintenance optimization and inspection planning of wind energy assets: models, methods and strategies
  publication-title: Reliab Eng Syst Saf
  contributor:
    fullname: Sørensen
– volume: 24
  start-page: 764
  year: 2008
  end-page: 785
  ident: bb0200
  article-title: Forecasting electricity prices: the impact of fundamentals and time-varying coefficients
  publication-title: Int J Forecast
  contributor:
    fullname: Bunn
– volume: 266
  year: 2020
  ident: 10.1016/j.apenergy.2023.121585_bb0250
  article-title: A life cycle cost model for floating offshore wind farms
  publication-title: Appl Energy
  doi: 10.1016/j.apenergy.2020.114716
  contributor:
    fullname: Maienza
– start-page: 1891
  year: 2015
  ident: 10.1016/j.apenergy.2023.121585_bb0390
  article-title: Performance levels and fragility for offshore wind turbine support structures during extreme events
  publication-title: Struct Congr
  contributor:
    fullname: Wei
– volume: 89
  start-page: 70
  year: 2012
  ident: 10.1016/j.apenergy.2023.121585_bb0015
  article-title: Probabilistic assessment of wind farm annual energy production
  publication-title: Electr Pow Syst Res
  doi: 10.1016/j.epsr.2012.01.019
  contributor:
    fullname: Ali
– volume: 112
  start-page: 868
  year: 2016
  ident: 10.1016/j.apenergy.2023.121585_bb0075
  article-title: Economic feasibility of floating offshore wind farms
  publication-title: Energy
  doi: 10.1016/j.energy.2016.06.135
  contributor:
    fullname: Castro-Santos
– volume: 11
  start-page: 193
  issue: 2
  year: 2008
  ident: 10.1016/j.apenergy.2023.121585_bb0280
  article-title: Model of a synthetic wind speed time series generator
  publication-title: Wind Energy
  doi: 10.1002/we.244
  contributor:
    fullname: Negra
– year: 2012
  ident: 10.1016/j.apenergy.2023.121585_bb0365
  contributor:
    fullname: Tavner
– year: 2006
  ident: 10.1016/j.apenergy.2023.121585_bb0265
  contributor:
    fullname: Mathew
– volume: 6
  start-page: 311
  issue: 2
  year: 2021
  ident: 10.1016/j.apenergy.2023.121585_bb0225
  article-title: An overview of wind-energy-production prediction bias, losses, and uncertainties
  publication-title: Wind Energy Sci
  doi: 10.5194/wes-6-311-2021
  contributor:
    fullname: Lee
– volume: 113
  start-page: 1122
  year: 2017
  ident: 10.1016/j.apenergy.2023.121585_bb0415
  article-title: Fragility analysis of large-scale wind turbines under the combination of seismic and aerodynamic loads
  publication-title: Renew Energy
  doi: 10.1016/j.renene.2017.06.068
  contributor:
    fullname: Yuan
– volume: 95
  start-page: 623
  issue: 6
  year: 2010
  ident: 10.1016/j.apenergy.2023.121585_bb0030
  article-title: On how to define, understand and describe risk
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2010.01.011
  contributor:
    fullname: Aven
– volume: 162
  start-page: 21
  year: 2016
  ident: 10.1016/j.apenergy.2023.121585_bb0130
  article-title: Wind power scenario generation through state-space specifications for uncertainty analysis of wind power plants
  publication-title: Appl Energy
  doi: 10.1016/j.apenergy.2015.10.052
  contributor:
    fullname: Díaz
– volume: 9
  start-page: 109
  issue: 2
  year: 2016
  ident: 10.1016/j.apenergy.2023.121585_bb0055
  article-title: Wind speed prediction using a univariate ARIMA model and a multivariate NARX model
  publication-title: Energies
  doi: 10.3390/en9020109
  contributor:
    fullname: Cadenas
– start-page: 1
  year: 2022
  ident: 10.1016/j.apenergy.2023.121585_bb0255
  article-title: Feasibility analysis for floating offshore wind energy
  publication-title: Int J Life Cycle Assess
  contributor:
    fullname: Maienza
– volume: 120
  start-page: 507
  year: 2017
  ident: 10.1016/j.apenergy.2023.121585_bb0100
  article-title: Synthetic wind speed scenarios generation for probabilistic analysis of hybrid energy systems
  publication-title: Energy
  doi: 10.1016/j.energy.2016.11.103
  contributor:
    fullname: Chen
– start-page: 4169
  year: 2011
  ident: 10.1016/j.apenergy.2023.121585_bb0160
  contributor:
    fullname: Gaß
– volume: 24
  start-page: 764
  issue: 4
  year: 2008
  ident: 10.1016/j.apenergy.2023.121585_bb0200
  article-title: Forecasting electricity prices: the impact of fundamentals and time-varying coefficients
  publication-title: Int J Forecast
  doi: 10.1016/j.ijforecast.2008.09.008
  contributor:
    fullname: Karakatsani
– volume: 10
  start-page: 1037
  issue: 7
  year: 2017
  ident: 10.1016/j.apenergy.2023.121585_bb0275
  article-title: Seismic fragility analysis of monopile offshore wind turbines under different operational conditions
  publication-title: Energies
  doi: 10.3390/en10071037
  contributor:
    fullname: Mo
– volume: 24
  start-page: 737
  issue: 7
  year: 2021
  ident: 10.1016/j.apenergy.2023.121585_bb0260
  article-title: Development of fragility curves of land-based wind turbines with tuned mass dampers under cyclone and seismic loading
  publication-title: Wind Energy
  doi: 10.1002/we.2600
  contributor:
    fullname: Martin del Campo
– volume: 32
  start-page: 255
  year: 2014
  ident: 10.1016/j.apenergy.2023.121585_bb0420
  article-title: Review on probabilistic forecasting of wind power generation
  publication-title: Renew Sustain Energy Rev
  doi: 10.1016/j.rser.2014.01.033
  contributor:
    fullname: Zhang
– start-page: 1
  year: 2020
  ident: 10.1016/j.apenergy.2023.121585_bb0120
  article-title: First order non-homogeneous Markov chain model for generation of wind speed and direction synthetic time series
  contributor:
    fullname: Di Giorgio
– volume: 293
  year: 2021
  ident: 10.1016/j.apenergy.2023.121585_bb0215
  article-title: Forecasting day-ahead electricity prices: a review of state-of-the-art algorithms, best practices and an open-access benchmark
  publication-title: Appl Energy
  doi: 10.1016/j.apenergy.2021.116983
  contributor:
    fullname: Lago
– start-page: 53
  year: 2020
  ident: 10.1016/j.apenergy.2023.121585_bb0405
  article-title: Modern definitions in reliability engineering
  contributor:
    fullname: Woo
– volume: 7
  start-page: 8508
  issue: 12
  year: 2014
  ident: 10.1016/j.apenergy.2023.121585_bb0010
  article-title: Wind energy study and energy cost of wind electricity generation in Nigeria: past and recent results and a case study for south West Nigeria
  publication-title: Energies
  doi: 10.3390/en7128508
  contributor:
    fullname: Ajayi
– volume: 3
  start-page: 122
  issue: 4
  year: 2013
  ident: 10.1016/j.apenergy.2023.121585_bb0385
  article-title: Reliability assessment of wind farm active power based on sequential Monte-Carlo method
  publication-title: Int J Energ Eng
  contributor:
    fullname: Wang
– year: 2023
  ident: 10.1016/j.apenergy.2023.121585_bb0360
  contributor:
    fullname: System Advisor Model
– year: 2022
  ident: 10.1016/j.apenergy.2023.121585_bb0320
  contributor:
    fullname: Satkauskas
– volume: 24
  start-page: 935
  year: 2011
  ident: 10.1016/j.apenergy.2023.121585_bb0020
  article-title: Financial risk management in renewable energy sector: comparative analysis between the European Union and Turkey
  publication-title: Procedia Soc Behav Sci
  doi: 10.1016/j.sbspro.2011.09.013
  contributor:
    fullname: Apak
– volume: 24
  start-page: 728
  issue: 4
  year: 2008
  ident: 10.1016/j.apenergy.2023.121585_bb0090
  article-title: A new approach to characterizing and forecasting electricity price volatility
  publication-title: Int J Forecast
  doi: 10.1016/j.ijforecast.2008.08.002
  contributor:
    fullname: Chan
– volume: 5
  start-page: 10
  year: 2005
  ident: 10.1016/j.apenergy.2023.121585_bb0395
  article-title: Forecasting spot electricity prices with time series models
  publication-title: Eur Elect Market EEM
  contributor:
    fullname: Weron
– volume: 2
  start-page: 1
  issue: 1
  year: 2015
  ident: 10.1016/j.apenergy.2023.121585_bb0325
  article-title: Comparison of Weibull parameters computation methods and analytical estimation of wind turbine capacity factor using polynomial power curve model: case study of a wind farm
  publication-title: Renewables
  contributor:
    fullname: Saxena
– year: 2021
  ident: 10.1016/j.apenergy.2023.121585_bb0285
  contributor:
    fullname: Patel
– volume: 27
  start-page: 98
  issue: 4
  year: 2013
  ident: 10.1016/j.apenergy.2023.121585_bb0230
  article-title: Seismic fragility for 5MW offshore wind turbine using pushover analysis
  publication-title: J Ocean Eng Technol
  doi: 10.5574/KSOE.2013.27.4.098
  contributor:
    fullname: Lee
– year: 2006
  ident: 10.1016/j.apenergy.2023.121585_bb0150
  contributor:
    fullname: Fingersh
– volume: 41
  start-page: 271
  issue: 3
  year: 2013
  ident: 10.1016/j.apenergy.2023.121585_bb0335
  article-title: Wind power scenario generation and reduction in stochastic programming framework
  publication-title: Elect Power Compon Syst
  doi: 10.1080/15325008.2012.742942
  contributor:
    fullname: Sharma
– volume: 241
  start-page: 3996
  issue: 9
  year: 2011
  ident: 10.1016/j.apenergy.2023.121585_bb0170
  article-title: A probabilistic seismic risk assessment procedure for nuclear power plants:(I) methodology
  publication-title: Nucl Eng Des
  doi: 10.1016/j.nucengdes.2011.06.051
  contributor:
    fullname: Huang
– volume: 192
  year: 2019
  ident: 10.1016/j.apenergy.2023.121585_bb0330
  article-title: Maintenance optimization and inspection planning of wind energy assets: models, methods and strategies
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2017.10.025
  contributor:
    fullname: Shafiee
– start-page: 2016
  year: 2016
  ident: 10.1016/j.apenergy.2023.121585_bb0340
  article-title: A critical review on wind turbine power curve modelling techniques and their applications in wind based energy systems
  publication-title: J Energ
  contributor:
    fullname: Sohoni
– year: 2016
  ident: 10.1016/j.apenergy.2023.121585_bb0025
  contributor:
    fullname: Atcheson
– ident: 10.1016/j.apenergy.2023.121585_bb0165
  contributor:
    fullname: HOMER
– start-page: 1562
  year: 2013
  ident: 10.1016/j.apenergy.2023.121585_bb0240
  article-title: Modeling and forecasting electricity spot prices: a functional data perspective
  publication-title: Ann Appl Stat
  contributor:
    fullname: Liebl
– volume: 9
  start-page: 1525
  issue: 9
  year: 2017
  ident: 10.1016/j.apenergy.2023.121585_bb0035
  article-title: Some results on the vulnerability assessment of HAWTs subjected to wind and seismic actions
  publication-title: Sustainability
  doi: 10.3390/su9091525
  contributor:
    fullname: Avossa
– volume: 15
  start-page: 3423
  issue: 9
  year: 2022
  ident: 10.1016/j.apenergy.2023.121585_bb0190
  article-title: Short-term electricity prices forecasting using functional time series analysis
  publication-title: Energies
  doi: 10.3390/en15093423
  contributor:
    fullname: Jan
– year: 2003
  ident: 10.1016/j.apenergy.2023.121585_bb0295
  contributor:
    fullname: Poore
– volume: 87
  start-page: 856
  issue: 3
  year: 2010
  ident: 10.1016/j.apenergy.2023.121585_bb0210
  article-title: Uncertainty analysis of wind energy potential assessment
  publication-title: Appl Energy
  doi: 10.1016/j.apenergy.2009.08.038
  contributor:
    fullname: Kwon
– volume: 4
  start-page: 894
  issue: 4
  year: 2013
  ident: 10.1016/j.apenergy.2023.121585_bb0245
  article-title: Scenario generation of wind power based on statistical uncertainty and variability
  publication-title: IEEE Trans Sustain Energ
  doi: 10.1109/TSTE.2013.2256807
  contributor:
    fullname: Ma
– volume: 10
  start-page: 276
  issue: 3
  year: 2017
  ident: 10.1016/j.apenergy.2023.121585_bb0370
  article-title: Using a hybrid cost-FMEA analysis for wind turbine reliability analysis
  publication-title: Energies
  doi: 10.3390/en10030276
  contributor:
    fullname: Tazi
– volume: 207
  year: 2020
  ident: 10.1016/j.apenergy.2023.121585_bb0085
  article-title: Economic feasibility of floating offshore wind farms in Portugal
  publication-title: Ocean Eng
  doi: 10.1016/j.oceaneng.2020.107393
  contributor:
    fullname: Castro-Santos
– volume: 5
  start-page: 1734
  issue: 6
  year: 2012
  ident: 10.1016/j.apenergy.2023.121585_bb0270
  article-title: A closed-form technique for the reliability and risk assessment of wind turbine systems
  publication-title: Energies
  doi: 10.3390/en5061734
  contributor:
    fullname: Mensah
– year: 2013
  ident: 10.1016/j.apenergy.2023.121585_bb0070
  contributor:
    fullname: Castro-Santos
– volume: 165
  year: 2022
  ident: 10.1016/j.apenergy.2023.121585_bb0410
  article-title: Uncovering wind power forecasting uncertainty sources and their propagation through the whole modelling chain
  publication-title: Renew Sustain Energy Rev
  doi: 10.1016/j.rser.2022.112519
  contributor:
    fullname: Yan
– volume: 122
  start-page: 152
  year: 2015
  ident: 10.1016/j.apenergy.2023.121585_bb0060
  article-title: Markov chain modeling for very-short-term wind power forecasting
  publication-title: Electr Pow Syst Res
  doi: 10.1016/j.epsr.2014.12.025
  contributor:
    fullname: Carpinone
– volume: 19
  start-page: 1107
  issue: 6
  year: 2016
  ident: 10.1016/j.apenergy.2023.121585_bb0065
  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: Carroll
– volume: 26
  start-page: 495
  issue: 6
  year: 2002
  ident: 10.1016/j.apenergy.2023.121585_bb0375
  article-title: Determination of Weibull parameters for wind energy analysis of Izmir
  publication-title: Turk Int J Energy Res
  doi: 10.1002/er.798
  contributor:
    fullname: Ulgen
– volume: 35
  start-page: 2874
  issue: 12
  year: 2010
  ident: 10.1016/j.apenergy.2023.121585_bb0310
  article-title: A statistical investigation of wind characteristics and wind energy potential based on the Weibull and Rayleigh models in Rwanda
  publication-title: Renew Energy
  doi: 10.1016/j.renene.2010.04.032
  contributor:
    fullname: Safari
– volume: 19
  issue: 1
  year: 2018
  ident: 10.1016/j.apenergy.2023.121585_bb0135
  article-title: Fragility curves for assessing the resilience of electricity networks constructed from an extensive fault database
  publication-title: Nat Hazards Rev
  doi: 10.1061/(ASCE)NH.1527-6996.0000267
  contributor:
    fullname: Dunn
– start-page: 222
  year: 2011
  ident: 10.1016/j.apenergy.2023.121585_bb0185
  article-title: Electricity price forecasting—ARIMA model approach
  contributor:
    fullname: Jakaša
– volume: 168
  start-page: 1073
  year: 2021
  ident: 10.1016/j.apenergy.2023.121585_bb0005
  article-title: Evaluation approach for sustainable renewable energy systems under uncertain environment: a case study
  publication-title: Renew Energy
  doi: 10.1016/j.renene.2020.12.124
  contributor:
    fullname: Abdel-Basset
– ident: 10.1016/j.apenergy.2023.121585_bb0140
  contributor:
    fullname: energyPro
– volume: 75
  start-page: 779
  year: 2015
  ident: 10.1016/j.apenergy.2023.121585_bb0220
  article-title: Financing and risk management of renewable energy projects with a hybrid bond
  publication-title: Renew Energy
  doi: 10.1016/j.renene.2014.10.052
  contributor:
    fullname: Lee
– volume: 48
  start-page: 361
  issue: 5
  year: 2016
  ident: 10.1016/j.apenergy.2023.121585_bb0045
  article-title: Forecasting electricity spot prices using time-series models with a double temporal segmentation
  publication-title: Appl Econ
  doi: 10.1080/00036846.2015.1080801
  contributor:
    fullname: Bessec
– start-page: 636
  year: 2015
  ident: 10.1016/j.apenergy.2023.121585_bb0345
  article-title: Reliability assessment of wind turbines
  contributor:
    fullname: Sørensen
– volume: 11
  start-page: 367
  issue: 2
  year: 1996
  ident: 10.1016/j.apenergy.2023.121585_bb0050
  article-title: Methodology for optimally sizing the combination of a battery bank and PV array in a wind/PV hybrid system
  publication-title: IEEE Trans Energy Convers
  doi: 10.1109/60.507648
  contributor:
    fullname: Borowy
– volume: 42
  start-page: 53
  year: 2013
  ident: 10.1016/j.apenergy.2023.121585_bb0125
  article-title: Technical and economic assessment of wind farm power generation at Adrar in southern Algeria
  publication-title: Energy Procedia
  doi: 10.1016/j.egypro.2013.11.005
  contributor:
    fullname: Diaf
– volume: 15
  start-page: 94
  issue: 1
  year: 2013
  ident: 10.1016/j.apenergy.2023.121585_bb0205
  article-title: A Monte Carlo model of a wind power generation investment
  publication-title: J Appl Bus Econ
  contributor:
    fullname: Khindanova
– volume: 18
  start-page: 1014
  issue: 3
  year: 2003
  ident: 10.1016/j.apenergy.2023.121585_bb0110
  article-title: ARIMA models to predict next-day electricity prices
  publication-title: IEEE Trans Power Syst
  doi: 10.1109/TPWRS.2002.804943
  contributor:
    fullname: Contreras
– start-page: 1
  year: 2019
  ident: 10.1016/j.apenergy.2023.121585_bb0305
  article-title: Economic feasibility study to design a large offshore wind farm near coastal region of Rameshvaram, India
  contributor:
    fullname: Riaz
– volume: 125
  start-page: 75
  year: 2016
  ident: 10.1016/j.apenergy.2023.121585_bb0180
  article-title: A new optimization strategy for the operating schedule of energy systems under uncertainty of renewable energy sources and demand changes
  publication-title: Energ Buildings
  doi: 10.1016/j.enbuild.2016.04.080
  contributor:
    fullname: Ikeda
– volume: 83
  start-page: 222
  year: 2015
  ident: 10.1016/j.apenergy.2023.121585_bb0235
  article-title: Reliability assessment of generic geared wind turbines by GTST-MLD model and Monte Carlo simulation
  publication-title: Renew Energy
  doi: 10.1016/j.renene.2015.04.035
  contributor:
    fullname: Li
– volume: 23
  start-page: 1919
  issue: 10
  year: 2020
  ident: 10.1016/j.apenergy.2023.121585_bb0115
  article-title: Offshore wind turbine reliability and operational simulation under uncertainties
  publication-title: Wind Energy
  doi: 10.1002/we.2526
  contributor:
    fullname: Dao
– year: 2018
  ident: 10.1016/j.apenergy.2023.121585_bb0175
  contributor:
    fullname: Hyndman
– start-page: 544
  year: 2011
  ident: 10.1016/j.apenergy.2023.121585_bb0290
  article-title: Wind turbine performance analysis under uncertainty
  contributor:
    fullname: Petrone
– volume: 170
  start-page: 1124
  year: 2018
  ident: 10.1016/j.apenergy.2023.121585_bb0080
  article-title: Methodology to calculate the installation costs of offshore wind farms located in deep waters
  publication-title: J Clean Prod
  doi: 10.1016/j.jclepro.2017.09.219
  contributor:
    fullname: Castro-Santos
– year: 1967
  ident: 10.1016/j.apenergy.2023.121585_bb0105
  contributor:
    fullname: Chung
– volume: 25
  start-page: 71
  issue: 1
  year: 2007
  ident: 10.1016/j.apenergy.2023.121585_bb0380
  article-title: Cost assessment of the possibility of using three types of wind turbine in Turkey
  publication-title: Energy Explor Exploit
  doi: 10.1260/014459807781036395
  contributor:
    fullname: Vardar
– year: 2009
  ident: 10.1016/j.apenergy.2023.121585_bb0195
  contributor:
    fullname: Jonkman
– year: 2023
  ident: 10.1016/j.apenergy.2023.121585_bb0300
  contributor:
    fullname: RETScreen
– volume: 168
  year: 2022
  ident: 10.1016/j.apenergy.2023.121585_bb0315
  article-title: Stochastic simulation-optimization framework for the design and assessment of renewable energy systems under uncertainty
  publication-title: Renew Sustain Energy Rev
  doi: 10.1016/j.rser.2022.112886
  contributor:
    fullname: Sakki
– volume: 238
  start-page: 1497
  year: 2019
  ident: 10.1016/j.apenergy.2023.121585_bb0355
  article-title: A two-step short-term probabilistic wind forecasting methodology based on predictive distribution optimization
  publication-title: Appl Energy
  doi: 10.1016/j.apenergy.2019.01.182
  contributor:
    fullname: Sun
– start-page: 66
  year: 2022
  ident: 10.1016/j.apenergy.2023.121585_bb0095
  article-title: Fragility of offshore wind turbines variation with pulse-period and amplitude: directivity and fling step
  publication-title: Structures
  doi: 10.1016/j.istruc.2022.04.078
  contributor:
    fullname: Chaudhari
– volume: 28
  start-page: 376
  year: 2013
  ident: 10.1016/j.apenergy.2023.121585_bb0350
  article-title: Decision making under uncertainty in energy systems: state of the art
  publication-title: Renew Sustain Energy Rev
  doi: 10.1016/j.rser.2013.08.039
  contributor:
    fullname: Soroudi
– year: 2006
  ident: 10.1016/j.apenergy.2023.121585_bb0040
  article-title: Comparison of different techniques for offshore wind farm reliability assessment
  contributor:
    fullname: Barberis Negra
– volume: 14
  start-page: 327
  issue: 3
  year: 2011
  ident: 10.1016/j.apenergy.2023.121585_bb0145
  article-title: Wind turbine downtime and its importance for offshore deployment
  publication-title: Wind Energy
  doi: 10.1002/we.421
  contributor:
    fullname: Faulstich
– volume: 24
  start-page: 744
  issue: 4
  year: 2008
  ident: 10.1016/j.apenergy.2023.121585_bb0400
  article-title: Forecasting spot electricity prices: a comparison of parametric and semiparametric time series models
  publication-title: Int J Forecast
  doi: 10.1016/j.ijforecast.2008.08.004
  contributor:
    fullname: Weron
– volume: 244
  year: 2022
  ident: 10.1016/j.apenergy.2023.121585_bb0155
  article-title: Data-driven modeling for long-term electricity price forecasting
  publication-title: Energy
  doi: 10.1016/j.energy.2022.123107
  contributor:
    fullname: Gabrielli
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Snippet Design and assessment of energy systems is affected by many sources of uncertainty and variability determining their technical and economic performances. This...
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StartPage 121585
SubjectTerms Economic evaluation
Offshore wind power system
Risk analysis
Uncertainty propagation
Title Offshore wind power system economic evaluation framework under aleatory and epistemic uncertainty
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