IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v216y2023ics0960148123010194.html
   My bibliography  Save this article

A novel design to optimize the optical performances of parabolic trough collector using Taguchi, ANOVA and grey relational analysis methods

Author

Listed:
  • Ben Taher, M.A.
  • Pelay, U.
  • Russeil, S.
  • Bougeard, D.

Abstract

Parabolic trough collectors (PTC) are the most widely used in the world's highest capacity solar power plants. This paper presents a novel design for a PTC that employs Monte Carlo Ray-Trace (MCRT) method to predict the solar flux distribution on the absorber tube surface. The optical modeling results are in good agreement with previous findings in the literature. Taguchi and ANOVA analysis methods are applied to simultaneously investigate multiple control parameters, and determine their contribution rates. Furthermore, the multi-objective optimization of optical efficiency and solar flux uniformity is achieved using the Grey Relational Analysis (GRA) method. The proposed design achieved an optical efficiency of 83.01% and a heat flux uniformity of 92.24%, demonstrating its effectiveness in balancing optical efficiency and heat flux uniformity. The innovative design can be insightful for future development in the concentrated solar energy field.

Suggested Citation

  • Ben Taher, M.A. & Pelay, U. & Russeil, S. & Bougeard, D., 2023. "A novel design to optimize the optical performances of parabolic trough collector using Taguchi, ANOVA and grey relational analysis methods," Renewable Energy, Elsevier, vol. 216(C).
    • Handle: RePEc:eee:renene:v:216:y:2023:i:c:s0960148123010194
    DOI: 10.1016/j.renene.2023.119105
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148123010194
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2023.119105?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kirim, Yavuz & Sadikoglu, Hasan & Melikoglu, Mehmet, 2022. "Technical and economic analysis of biogas and solar photovoltaic (PV) hybrid renewable energy system for dairy cattle barns," Renewable Energy, Elsevier, vol. 188(C), pages 873-889.
    2. Kalogirou, Soteris A., 2012. "A detailed thermal model of a parabolic trough collector receiver," Energy, Elsevier, vol. 48(1), pages 298-306.
    3. Gharat, Punit V. & Bhalekar, Snehal S. & Dalvi, Vishwanath H. & Panse, Sudhir V. & Deshmukh, Suresh P. & Joshi, Jyeshtharaj B., 2021. "Chronological development of innovations in reflector systems of parabolic trough solar collector (PTC) - A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 145(C).
    4. Hachicha, A.A. & Rodríguez, I. & Capdevila, R. & Oliva, A., 2013. "Heat transfer analysis and numerical simulation of a parabolic trough solar collector," Applied Energy, Elsevier, vol. 111(C), pages 581-592.
    5. Gul, Eid & Baldinelli, Giorgio & Bartocci, Pietro & Shamim, Tariq & Domenighini, Piergiovanni & Cotana, Franco & Wang, Jinwen & Fantozzi, Francesco & Bianchi, Francesco, 2023. "Transition toward net zero emissions - Integration and optimization of renewable energy sources: Solar, hydro, and biomass with the local grid station in central Italy," Renewable Energy, Elsevier, vol. 207(C), pages 672-686.
    6. Salgado Conrado, L. & Meda Campaña, J.A. & Palacios Montufar, C., 2014. "Dynamic model of a parabolic trough solar concentrator with a water displacement mechanism," Renewable Energy, Elsevier, vol. 63(C), pages 292-296.
    7. He, Ya-Ling & Xiao, Jie & Cheng, Ze-Dong & Tao, Yu-Bing, 2011. "A MCRT and FVM coupled simulation method for energy conversion process in parabolic trough solar collector," Renewable Energy, Elsevier, vol. 36(3), pages 976-985.
    8. Rodriguez-Sanchez, David & Rosengarten, Gary, 2015. "Improving the concentration ratio of parabolic troughs using a second-stage flat mirror," Applied Energy, Elsevier, vol. 159(C), pages 620-632.
    9. Ajbar, Wassila & Parrales, A. & Huicochea, A. & Hernández, J.A., 2022. "Different ways to improve parabolic trough solar collectors’ performance over the last four decades and their applications: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 156(C).
    10. Manikandan, G.K. & Iniyan, S. & Goic, Ranko, 2019. "Enhancing the optical and thermal efficiency of a parabolic trough collector – A review," Applied Energy, Elsevier, vol. 235(C), pages 1524-1540.
    11. 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.
    12. Tian, Y. & Zhao, C.Y., 2013. "A review of solar collectors and thermal energy storage in solar thermal applications," Applied Energy, Elsevier, vol. 104(C), pages 538-553.
    13. Tang, X.Y. & Yang, W.W. & Yang, Y. & Jiao, Y.H. & Zhang, T., 2021. "A design method for optimizing the secondary reflector of a parabolic trough solar concentrator to achieve uniform heat flux distribution," Energy, Elsevier, vol. 229(C).
    14. Ben Seddik, Z. & Ben Taher, M.A. & Laknizi, A. & Ahachad, M. & Bahraoui, F. & Mahdaoui, M., 2022. "Hybridization of Taguchi method and genetic algorithm to optimize a PVT in different Moroccan climatic zones," Energy, Elsevier, vol. 250(C).
    15. Gong, Jing-hu & Wang, Jun & Lund, Peter D. & Hu, En-yi & Xu, Zhi-cheng & Liu, Guang-peng & Li, Guo-shuai, 2020. "Improving the performance of a 2-stage large aperture parabolic trough solar concentrator using a secondary reflector designed by adaptive method," Renewable Energy, Elsevier, vol. 152(C), pages 23-33.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Huang, Zhen & Li, Zeng-Yao & Tao, Wen-Quan, 2017. "Numerical study on combined natural and forced convection in the fully-developed turbulent region for a horizontal circular tube heated by non-uniform heat flux," Applied Energy, Elsevier, vol. 185(P2), pages 2194-2208.
    2. Yılmaz, İbrahim Halil & Mwesigye, Aggrey, 2018. "Modeling, simulation and performance analysis of parabolic trough solar collectors: A comprehensive review," Applied Energy, Elsevier, vol. 225(C), pages 135-174.
    3. Hao, Menghao & Chen, Lizhi & Chen, Jianxun & Lu, Luyi & Li, Jianlan, 2022. "Safety and efficiency assessment of absorber with an initial offset in a parabolic trough collector," Renewable Energy, Elsevier, vol. 187(C), pages 774-789.
    4. Tang, X.Y. & Yang, W.W. & Yang, Y. & Jiao, Y.H. & Zhang, T., 2021. "A design method for optimizing the secondary reflector of a parabolic trough solar concentrator to achieve uniform heat flux distribution," Energy, Elsevier, vol. 229(C).
    5. Salgado Conrado, L. & Rodriguez-Pulido, A. & Calderón, G., 2017. "Thermal performance of parabolic trough solar collectors," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 1345-1359.
    6. Hachicha, Ahmed Amine & Yousef, Bashria A.A. & Said, Zafar & Rodríguez, Ivette, 2019. "A review study on the modeling of high-temperature solar thermal collector systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 280-298.
    7. Qiu, Yu & Xu, Yucong & Li, Qing & Wang, Jikang & Wang, Qiliang & Liu, Bin, 2021. "Efficiency enhancement of a solar trough collector by combining solar and hot mirrors," Applied Energy, Elsevier, vol. 299(C).
    8. Cheng, Ze-Dong & He, Ya-Ling & Qiu, Yu, 2015. "A detailed nonuniform thermal model of a parabolic trough solar receiver with two halves and two inactive ends," Renewable Energy, Elsevier, vol. 74(C), pages 139-147.
    9. Kumaresan, G. & Sudhakar, P. & Santosh, R. & Velraj, R., 2017. "Experimental and numerical studies of thermal performance enhancement in the receiver part of solar parabolic trough collectors," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 1363-1374.
    10. Yang, S. & Sensoy, T.S. & Ordonez, J.C., 2018. "Dynamic 3D volume element model of a parabolic trough solar collector for simulation and optimization," Applied Energy, Elsevier, vol. 217(C), pages 509-526.
    11. Ajbar, Wassila & Parrales, A. & Huicochea, A. & Hernández, J.A., 2022. "Different ways to improve parabolic trough solar collectors’ performance over the last four decades and their applications: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 156(C).
    12. Fan, Man & Liang, Hongbo & You, Shijun & Zhang, Huan & Yin, Baoquan & Wu, Xiaoting, 2018. "Applicability analysis of the solar heating system with parabolic trough solar collectors in different regions of China," Applied Energy, Elsevier, vol. 221(C), pages 100-111.
    13. Halimi, Mohammed & El Amrani, Aumeur & Messaoudi, Choukri, 2021. "New experimental investigation of the circumferential temperature uniformity for a PTC absorber," Energy, Elsevier, vol. 234(C).
    14. Liang, Hongbo & You, Shijun & Zhang, Huan, 2015. "Comparison of different heat transfer models for parabolic trough solar collectors," Applied Energy, Elsevier, vol. 148(C), pages 105-114.
    15. Zou, Bin & Yao, Yang & Jiang, Yiqiang & Yang, Hongxing, 2018. "A new algorithm for obtaining the critical tube diameter and intercept factor of parabolic trough solar collectors," Energy, Elsevier, vol. 150(C), pages 451-467.
    16. Singh, Manmeet & Sharma, Manoj Kumar & Bhattacharya, Jishnu, 2021. "Design methodology of a parabolic trough collector field for maximum annual energy yield," Renewable Energy, Elsevier, vol. 177(C), pages 229-241.
    17. Bartosz Stanek & Jakub Ochmann & Daniel Węcel & Łukasz Bartela, 2023. "Study of Twisted Tape Inserts Segmental Application in Low-Concentrated Solar Parabolic Trough Collectors," Energies, MDPI, vol. 16(9), pages 1-28, April.
    18. Yang, Bin & Liu, Shuaishuai & Zhang, Ruirui & Yu, Xiaohui, 2022. "Influence of reflector installation errors on optical-thermal performance of parabolic trough collectors based on a MCRT - FVM coupled model," Renewable Energy, Elsevier, vol. 185(C), pages 1006-1017.
    19. Shaaban, S., 2021. "Enhancement of the solar trough collector efficiency by optimizing the reflecting mirror profile," Renewable Energy, Elsevier, vol. 176(C), pages 40-49.
    20. Zou, Bin & Jiang, Yiqiang & Yao, Yang & Yang, Hongxing, 2019. "Impacts of non-ideal optical factors on the performance of parabolic trough solar collectors," Energy, Elsevier, vol. 183(C), pages 1150-1165.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:renene:v:216:y:2023:i:c:s0960148123010194. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.