Review of mapping analysis and complementarity between solar and wind energy sources

This review aims to identify the available methodologies, data, and techniques for mapping the potential of solar and wind energy and its complementarity and to provide significant research and patents regarding these issues. The review shows that the mapping methodologies vary in space and time, go...

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Published inEnergy (Oxford) Vol. 283; p. 129045
Main Authors Pedruzzi, Rizzieri, Silva, Allan Rodrigues, Soares dos Santos, Thalyta, Araujo, Allan Cavalcante, Cotta Weyll, Arthur Lúcide, Lago Kitagawa, Yasmin Kaore, Nunes da Silva Ramos, Diogo, Milani de Souza, Filipe, Almeida Narciso, Marcos Vinicius, Saraiva Araujo, Mirella Lima, Medrado, Ricardo Cerqueira, Camilo Júnior, Wland Oliveira, Neto, Armando Temporal, de Carvalho, Márcio, Pires Bezerra, William Ramires, Costa, Túlio Trajano, Bione de Melo Filho, José, Bandeira Santos, Alex Álisson, Moreira, Davidson Martins
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 15.11.2023
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Abstract This review aims to identify the available methodologies, data, and techniques for mapping the potential of solar and wind energy and its complementarity and to provide significant research and patents regarding these issues. The review shows that the mapping methodologies vary in space and time, going from a global scale to a microscale. Studies use observed data, such as land-based monitoring stations, upper-air stations, wind towers, and satellite data. Additionally, they use meteorological modeling, such as analysis and reanalysis from global models, and mesoscale and microscale models. The complementarity analysis uses mainly correlation techniques such as Pearson's, Spearman, or Kendall's correlation. However, some studies pointed out that these techniques are unsuitable for analyzing wind and solar time series. This brings additional research and methods to assess and evaluate the complementarity between energy sources, reinforcing that there is no standard or common methodology to perform complementarity analyses. The patent survey has shown that most patents are regarding power plant components, configuration, energy storage in hybrid systems, computational fluid dynamics, and artificial intelligence techniques for improving power plant operation. A case study was established to illustrate the methodology of mapping the solar and wind potential and their complementarity. •Complementarity of wind and solar resources requires mapping analyses for hybrid system feasibility•The mapping analyses can be performed using data from observational data, modeling data from global, mesoscale and local scale models•There are several methods to analyze complementary between two or more energy sources•The complementary analyses techniques rely on short and long-term analyses•Pearson correlation is the most used technique to assess complementarity between wind and solar resources
AbstractList This review aims to identify the available methodologies, data, and techniques for mapping the potential of solar and wind energy and its complementarity and to provide significant research and patents regarding these issues. The review shows that the mapping methodologies vary in space and time, going from a global scale to a microscale. Studies use observed data, such as land-based monitoring stations, upper-air stations, wind towers, and satellite data. Additionally, they use meteorological modeling, such as analysis and reanalysis from global models, and mesoscale and microscale models. The complementarity analysis uses mainly correlation techniques such as Pearson's, Spearman, or Kendall's correlation. However, some studies pointed out that these techniques are unsuitable for analyzing wind and solar time series. This brings additional research and methods to assess and evaluate the complementarity between energy sources, reinforcing that there is no standard or common methodology to perform complementarity analyses. The patent survey has shown that most patents are regarding power plant components, configuration, energy storage in hybrid systems, computational fluid dynamics, and artificial intelligence techniques for improving power plant operation. A case study was established to illustrate the methodology of mapping the solar and wind potential and their complementarity. •Complementarity of wind and solar resources requires mapping analyses for hybrid system feasibility•The mapping analyses can be performed using data from observational data, modeling data from global, mesoscale and local scale models•There are several methods to analyze complementary between two or more energy sources•The complementary analyses techniques rely on short and long-term analyses•Pearson correlation is the most used technique to assess complementarity between wind and solar resources
ArticleNumber 129045
Author Neto, Armando Temporal
Pires Bezerra, William Ramires
Bandeira Santos, Alex Álisson
de Carvalho, Márcio
Nunes da Silva Ramos, Diogo
Saraiva Araujo, Mirella Lima
Soares dos Santos, Thalyta
Bione de Melo Filho, José
Costa, Túlio Trajano
Camilo Júnior, Wland Oliveira
Moreira, Davidson Martins
Almeida Narciso, Marcos Vinicius
Pedruzzi, Rizzieri
Milani de Souza, Filipe
Silva, Allan Rodrigues
Araujo, Allan Cavalcante
Cotta Weyll, Arthur Lúcide
Lago Kitagawa, Yasmin Kaore
Medrado, Ricardo Cerqueira
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  givenname: Marcos Vinicius
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  givenname: Mirella Lima
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  givenname: Wland Oliveira
  surname: Camilo Júnior
  fullname: Camilo Júnior, Wland Oliveira
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  givenname: Armando Temporal
  surname: Neto
  fullname: Neto, Armando Temporal
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  surname: de Carvalho
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  givenname: Túlio Trajano
  surname: Costa
  fullname: Costa, Túlio Trajano
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  givenname: José
  surname: Bione de Melo Filho
  fullname: Bione de Melo Filho, José
  organization: Companhia Hidro Elétrica Do São Francisco – Eletrobras CHESF, Recife, Pernambuco, Brazil
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  givenname: Alex Álisson
  surname: Bandeira Santos
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  givenname: Davidson Martins
  orcidid: 0000-0002-0902-5218
  surname: Moreira
  fullname: Moreira, Davidson Martins
  email: davidson.moreira@gmail.com
  organization: SENAI CIMATEC, Salvador, Bahia, Brazil
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Snippet This review aims to identify the available methodologies, data, and techniques for mapping the potential of solar and wind energy and its complementarity and...
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