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Using the Taguchi method and grey relational analysis to optimize the flat-plate collector process with multiple quality characteristics in solar energy collector manufacturing

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  • Jeffrey Kuo, Chung-Feng
  • Su, Te-Li
  • Jhang, Po-Ruei
  • Huang, Chao-Yang
  • Chiu, Chin-Hsun

Abstract

This study designed the processing parameters of the flat-plate collector based on the orthogonal arrays. Processing parameters of a flat-plate collector are the key factors affecting its performance. These parameters include the collector tube material, endothermic plate material, number of collector tubes, collector tube diameter, absorption film type, and thickness of the bottom heat insulating material. The quality characteristics include the efficiency coefficient and heat dissipation factor. After the data on each quality characteristic are obtained from the orthogonal arrays, main effect analysis and ANOVA (analysis of variance) are conducted to determine the parameters that have significant effects on these quality characteristics. The data are then preprocessed by grey relational generation, and the optimal combination of processing parameter levels is determined through grey relational analysis and entropy measurement. Three confirmatory tests are conducted, and results indicate that the average values of the efficiency coefficient and heat dissipation factor fall within the 95% CI (confidence interval), the experiment is proven to be reliable and repeatable. According to the response graph of the GRG (grey relational grade), absorption film type is a significant factor that affects the quality characteristics; in other words, the overall quality can be effectively controlled by controlling the only parameter.

Suggested Citation

  • Jeffrey Kuo, Chung-Feng & Su, Te-Li & Jhang, Po-Ruei & Huang, Chao-Yang & Chiu, Chin-Hsun, 2011. "Using the Taguchi method and grey relational analysis to optimize the flat-plate collector process with multiple quality characteristics in solar energy collector manufacturing," Energy, Elsevier, vol. 36(5), pages 3554-3562.
    • Handle: RePEc:eee:energy:v:36:y:2011:i:5:p:3554-3562
    DOI: 10.1016/j.energy.2011.03.065
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    References listed on IDEAS

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    1. Akhtar, N. & Mullick, S.C., 2007. "Computation of glass-cover temperatures and top heat loss coefficient of flat-plate solar collectors with double glazing," Energy, Elsevier, vol. 32(7), pages 1067-1074.
    2. Yeh, H.M. & Ho, C.D. & Yeh, C.W., 2003. "Effect of aspect ratio on the collector efficiency of sheet-and-tube solar water heaters with the consideration of hydraulic dissipated energy," Renewable Energy, Elsevier, vol. 28(10), pages 1575-1586.
    3. Szargut, J. & Stanek, W., 2007. "Thermo-ecological optimization of a solar collector," Energy, Elsevier, vol. 32(4), pages 584-590.
    4. Farahat, S. & Sarhaddi, F. & Ajam, H., 2009. "Exergetic optimization of flat plate solar collectors," Renewable Energy, Elsevier, vol. 34(4), pages 1169-1174.
    5. Alvarez, A. & Cabeza, O. & Muñiz, M.C. & Varela, L.M., 2010. "Experimental and numerical investigation of a flat-plate solar collector," Energy, Elsevier, vol. 35(9), pages 3707-3716.
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