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Spiral polyethylene tube solar collectors performance analyzed by a new partially linear regression model

Author

Listed:
  • Julio C. S. Vasconcelos

    (Federal University of Sao Paulo)

  • Denize P. dos Santos

    (University of Sao Paulo)

  • Fernando J. B. Brandão

    (Paulista State University)

  • Edwin M. M. Ortega

    (University of Sao Paulo)

  • Marco A. M. Biaggioni

    (Paulista State University)

  • Gauss M. Cordeiro

    (Federal University of Pernambuco)

Abstract

Drying is considered one of the stages of the greatest energy expenditure in grain production. And from a financial standpoint, this practice remains costly for small farmers. This study aims to evaluate the efficiency of a spiral polyethylene tube solar collector prototype (which has been tested under three different conditions) destined to heating air for agro-industrial activity for small rural properties, using a new regression model based on the extension of the normal distribution. The results indicate that the solar collectors in the three conditions present significant differences, and the solar collector with glass cover has the highest average outlet temperatures. Also, significant differences occur for the average temperature readings performed at distances of 5, 10, 20 and 25 m along the polyethylene tube. The best thermal performance of the polyethylene tube solar collector is achieved for a 20-m-long tube. The new modeling can be considered as an alternative tool for sustainable energy data analysis.

Suggested Citation

  • Julio C. S. Vasconcelos & Denize P. dos Santos & Fernando J. B. Brandão & Edwin M. M. Ortega & Marco A. M. Biaggioni & Gauss M. Cordeiro, 2024. "Spiral polyethylene tube solar collectors performance analyzed by a new partially linear regression model," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 5401-5417, February.
    • Handle: RePEc:spr:endesu:v:26:y:2024:i:2:d:10.1007_s10668-022-02847-w
    DOI: 10.1007/s10668-022-02847-w
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    References listed on IDEAS

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    1. Zheng, Wandong & Zhang, Huan & You, Shijun & Fu, Yindan & Zheng, Xuejing, 2017. "Thermal performance analysis of a metal corrugated packing solar air collector in cold regions," Applied Energy, Elsevier, vol. 203(C), pages 938-947.
    2. Roozbeh, Mahdi, 2018. "Optimal QR-based estimation in partially linear regression models with correlated errors using GCV criterion," Computational Statistics & Data Analysis, Elsevier, vol. 117(C), pages 45-61.
    3. Abubakar, S. & Umaru, S. & Kaisan, M.U. & Umar, U.A. & Ashok, B. & Nanthagopal, K., 2018. "Development and performance comparison of mixed-mode solar crop dryers with and without thermal storage," Renewable Energy, Elsevier, vol. 128(PA), pages 285-298.
    4. Stasinopoulos, D. Mikis & Rigby, Robert A., 2007. "Generalized Additive Models for Location Scale and Shape (GAMLSS) in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 23(i07).
    5. Farkas, I & Weihs, P & Biró, A & Laube, W & Eitzinger, J & Wójcicki, A, 2001. "Modelling of radiative PAR transfer in a tunnel greenhouse," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 56(4), pages 357-368.
    6. Julio C. S. Vasconcelos & Gauss M. Cordeiro & Edwin M. M. Ortega & Marco A. M. Biaggioni, 2022. "The parametric and additive partial linear regressions based on the generalized odd log-logistic log-normal distribution," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 51(11), pages 3480-3507, June.
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