Analysis of Complementarity between Renewable Sources in River Basins: a Proposed Methodology and a Brazilian Case Study

被引:0
|
作者
Dias, Camila de Oliveira [1 ]
Sobrinho, Elder Vicente de Paulo [2 ]
Santos, Ivan Nunes [1 ]
机构
[1] Univ Fed Uberlandia, Fac Engn Elect, Uberlandia, MG, Brazil
[2] Univ Fed Triangulo Mineiro, Fac Engn Elect, Uberaba, MG, Brazil
关键词
Brazilian case study; complementarity; correlation coefficients; renewable energy sources; river basin; QUALITY-CONTROL; WIND; SOLAR; ENERGY; HYDRO; PLANTS;
D O I
10.1590/1678-4324-2024240197
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Exploring the natural complementarity that exists between renewables is pivotal for optimizing clean electricity generation. Quantifying this complementarity can enhance electrical planning, reducing waste of natural resources and guiding investment decisions more effectively. To quantify the complementarity existing in Brazilian river basins, a methodology was proposed. Data on influent natural energy, irradiance, and wind speed are analyzed using Python. Through a comprehensive process, the most suitable correlation coefficient is identified. The subsequent calculation of coefficients for specific source combinations and periods, as well as the application of the Innovative Trend Analysis methodology, allow an understanding of the existing complementarity dynamics. The methodology was applied to the Capivari River basin, located in the state of Paran & aacute;, which included a monthly analysis of complementarity between hydraulic generation with wind and photovoltaic sources from June 2016 to April 2024. There was no discrepancy in the interpretations of the results obtained for Spearman's Rho and Kendall's Tau, although the magnitude of Kendall's Tau is, on average, 30% lower for the combination of photovoltaic and hydraulic and 49% for the combination of wind and hydraulic. The combination of wind and hydraulics exhibited seasonal complementarity, demonstrating lesser advantages compared to photovoltaic generation, with around 61% of the acquired values of Spearman's Rho being negative, approximately 28% of which were negligible. This percentage is lower than the over 82% of negative values observed for the photovoltaic and hydraulic combination, of which 12% are negligible. The results are consistent with the literature and validate the proposed methodology.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Complementarity Between Renewable Energy Sources and Regions - Brazilian Case
    da Luz, Thiago Jose
    Vila, Clodomiro Unsihuay
    Aoki, Alexandre Rasi
    BRAZILIAN ARCHIVES OF BIOLOGY AND TECHNOLOGY, 2023, 66
  • [2] Complementarity in renewable energy sources: Insights from scientometric analysis
    Chowdhury, Prangon
    Chowdhury, Nahid-Ur-Rahman
    Farrok, Omar
    ENERGY CONVERSION AND MANAGEMENT-X, 2025, 26
  • [3] TRACING SOURCES OF SUSPENDED SEDIMENT IN RIVER BASINS - A CASE-STUDY OF THE RIVER CULM, DEVON, UK
    WALLING, DE
    WOODWARD, JC
    MARINE AND FRESHWATER RESEARCH, 1995, 46 (01) : 327 - 336
  • [4] Proposed methodology for hierarchical analysis of hydrological processes in small Mediterranean basins
    deWit, A
    CADERNOS DO LABORATORIO XEOLOXICO DE LAXE 21, 1996, 21 : 891 - 900
  • [5] A comparison between the European and the Brazilian models for management and diagnosis of river basins
    Bettencourt, Pedro
    Fulgencio, Claudia
    Grade, Maria
    Wasserman, Julio Cesar
    WATER POLICY, 2021, 23 (01) : 58 - 76
  • [6] Power generation expansion planning with complementarity between renewable sources and regions for 100% renewable energy systems
    da Luz, Thiago
    Moura, Pedro
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2019, 29 (07):
  • [7] Environmental flows in river basins: a case study of River Bhadra
    Babu, K. Lenin
    Kumara, B. K. Harish
    CURRENT SCIENCE, 2009, 96 (04): : 475 - 479
  • [8] Environmental flows in river basins: A case study of River Bhadra
    Centre for Ecological Economics and Natural Resources, Institute for Social and Economic Change, Bangalore 560 072, India
    Curr. Sci., 2009, 4 (475-479):
  • [9] A Proposed Methodology for the Dynamic Standard Evaluation of Water Quality in Estuaries: A Case Study of the Pearl River Estuary
    Wang, Zhongyuan
    Zhang, Hongkang
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2024, 12 (07)
  • [10] SWOT analysis of the renewable energy sources in Romania - case study: solar energy
    Lupu, A. G.
    Dumencu, A.
    Atanasiu, M. V.
    Panaite, C. E.
    Dumitrascu, Gh
    Popescu, A.
    7TH INTERNATIONAL CONFERENCE ON ADVANCED CONCEPTS IN MECHANICAL ENGINEERING, 2016, 147