Analysis of seasonal variability and complementarity of wind and solar resources in Mexico

被引:13
|
作者
Magana-Gonzalez, R. C. [1 ]
Rodriguez-Hernandez, O. [2 ]
Canul-Reyes, D. A. [3 ]
机构
[1] Univ Nacl Autonoma Mexico, Inst Energias Renovables, Ingn Energias Renovables, AP 34, Temixco 62580, Morelos, Mexico
[2] Univ Nacl Autonoma Mexico, Inst Energias Renovables, AP 34, Temixco 62580, Morelos, Mexico
[3] Univ Nacl Autonoma Mexico, Inst Energias Renovables, Ingn, AP 34, Temixco 62580, Morelos, Mexico
关键词
Variability mitigation; Wind-solar mix; Spearman correlation coefficient; Reanalysis data; RENEWABLE ENERGY; POWER; DEMAND;
D O I
10.1016/j.seta.2023.103456
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Solar and wind time variability may be mitigated by complementing each other, providing firm power to the national grid at local and regional scales. The field commonly utilizes reanalysis data; however, it is crucial to conduct bias analysis and validation to enhance reliability. Mexico's vast geography and resource potential demand a comprehensive study to validate the accuracy of modeling critical meteorological variables in power estimations. This study explored wind and solar resources' local and regional complementarity using experimental and ERA5 data. A bias-correction method was used to identify bias effects on power estimations and the reliability of long-term capacity factor analysis. Spearman's coefficient was used as the complementarity index. The results show that the capacity factor of wind turbines is affected by bias-correction methods compared to that of photovoltaics. Spearman's coefficient, in general, is robust over bias-correction. The Yucatan Peninsula displays significant potential throughout the year, Spearman -0.6, for combining offshore wind farms with onshore photovoltaics. During summer, the north-central, northeast regions and the Baja California Peninsula offer significant potential for combining wind and solar energy, -0.6 and -0.5 values, respectively. Incorporating renewable energy requires further analysis of local integration and technical limitations to create sustainable long-term solutions.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] On the spatiotemporal variability and potential of complementarity of wind and solar resources
    Schindler, Dirk
    Behr, Hein Dieter
    Jung, Christopher
    ENERGY CONVERSION AND MANAGEMENT, 2020, 218
  • [2] Analysis of the solar and wind energetic complementarity in Mexico
    Pena Gallardo, Rafael
    Medina Rios, Aurelio
    Segundo Ramirez, Juan
    JOURNAL OF CLEANER PRODUCTION, 2020, 268
  • [3] Evaluation of Complementarity of Wind and Solar Energy Resources over Mexico using an Image Processing Approach
    Vega-Sanchez, Miguel A.
    Castaneda-Jimenez, Paulina D.
    Pena-Gallardo, Rafael
    Ruiz-Alonso, Antonio
    Morales-Saldana, Jorge A.
    Palacios-Hernandez, Elvia R.
    2017 IEEE INTERNATIONAL AUTUMN MEETING ON POWER, ELECTRONICS AND COMPUTING (ROPEC), 2017,
  • [4] An Investigation into the Complementarity of Wind and Solar Resources: A Case Study
    Makhubele, Nkateko
    Folly, Komla A.
    2024 32ND SOUTHERN AFRICAN UNIVERSITIES POWER ENGINEERING CONFERENCE, SAUPEC, 2024, : 142 - 146
  • [5] Global atlas of solar and wind resources temporal complementarity
    Kapica, Jacek
    Canales, Fausto A.
    Jurasz, Jakub
    ENERGY CONVERSION AND MANAGEMENT, 2021, 246
  • [6] Exploring the Complementarity of Offshore Wind Sites to Reduce the Seasonal Variability of Generation
    Fernandes, Italo
    Pimenta, Felipe M.
    Saavedra, Osvaldo R.
    Assireu, Arcilan T.
    ENERGIES, 2022, 15 (19)
  • [7] Investigation of Variability of Wind/Solar Resources Properties
    Jin, Jing-xin
    Ye, Lin
    Wang, Xue-bin
    Chen, Xiao-yu
    Li, Jia-chen
    Fu, Guo-bin
    2018 2ND INTERNATIONAL CONFERENCE ON APPLIED MATHEMATICS, MODELING AND SIMULATION (AMMS 2018), 2018, 305 : 182 - 187
  • [8] Geographical and seasonal variability of the global "practical" wind resources
    Archer, Cristina L.
    Jacobson, Mark Z.
    APPLIED GEOGRAPHY, 2013, 45 : 119 - 130
  • [9] Temporal and spatial complementarity of wind and solar resources in Lower Silesia (Poland)
    Jurasz, Jakub
    Wdowikowski, Marcin
    Kazmierczak, Bartosz
    Dabek, Pawel
    INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY SYSTEMS AND ENVIRONMENTAL ENGINEERING (ASEE17), 2017, 22
  • [10] Variability Assessment of Solar and Wind Resources in Puerto Rico
    Figueroa-Acevedo, Armando L.
    Irizarry-Rivera, Agustin A.
    2014 INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS (PMAPS), 2014,