IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v36y2011i5p3554-3562.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544211002337
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2011.03.065?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. 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. 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.
    3. Farahat, S. & Sarhaddi, F. & Ajam, H., 2009. "Exergetic optimization of flat plate solar collectors," Renewable Energy, Elsevier, vol. 34(4), pages 1169-1174.
    4. 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.
    5. Szargut, J. & Stanek, W., 2007. "Thermo-ecological optimization of a solar collector," Energy, Elsevier, vol. 32(4), pages 584-590.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Besseris, George J., 2014. "Using qualimetric engineering and extremal analysis to optimize a proton exchange membrane fuel cell stack," Applied Energy, Elsevier, vol. 128(C), pages 15-26.
    2. Dai, Yeming & Wang, Yanxin & Leng, Mingming & Yang, Xinyu & Zhou, Qiong, 2022. "LOWESS smoothing and Random Forest based GRU model: A short-term photovoltaic power generation forecasting method," Energy, Elsevier, vol. 256(C).
    3. 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).
    4. Junpeng Fu & Jiuju Cai, 2020. "Study of Heat Transfer and the Hydrodynamic Performance of Gas–Solid Heat Transfer in a Vertical Sinter Cooling Bed Using the CFD-Taguchi-Grey Relational Analysis Method," Energies, MDPI, vol. 13(9), pages 1-30, May.
    5. Chung-Feng Jeffrey Kuo & Sheng-Siang Syu & Chung-Yang Shih & Wei-Lun Lan & Chao-Yang Huang, 2017. "Optimization and practical verification of system configuration parameter design for a photovoltaic thermal system combined with a reflector," Journal of Intelligent Manufacturing, Springer, vol. 28(4), pages 1017-1029, April.
    6. Roozbeh Vaziri & Akeem Adeyemi Oladipo & Mohsen Sharifpur & Rani Taher & Mohammad Hossein Ahmadi & Alibek Issakhov, 2021. "Efficiency Enhancement in Double-Pass Perforated Glazed Solar Air Heaters with Porous Beds: Taguchi-Artificial Neural Network Optimization and Cost–Benefit Analysis," Sustainability, MDPI, vol. 13(21), pages 1-18, October.
    7. Kuo, Chung-Feng Jeffrey & Yang, Pei-Chung & Umar, Mega Lazuardi & Lan, Wei-Lun, 2019. "A bifacial photovoltaic thermal system design with parameter optimization and performance beneficial validation," Applied Energy, Elsevier, vol. 247(C), pages 335-349.
    8. Bademlioglu, A.H. & Canbolat, A.S. & Kaynakli, O., 2020. "Multi-objective optimization of parameters affecting Organic Rankine Cycle performance characteristics with Taguchi-Grey Relational Analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 117(C).
    9. Xiao, Qinge & Li, Congbo & Tang, Ying & Pan, Jian & Yu, Jun & Chen, Xingzheng, 2019. "Multi-component energy modeling and optimization for sustainable dry gear hobbing," Energy, Elsevier, vol. 187(C).
    10. Elena Arce, María & Saavedra, Ángeles & Míguez, José L. & Granada, Enrique, 2015. "The use of grey-based methods in multi-criteria decision analysis for the evaluation of sustainable energy systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 924-932.
    11. Junaid Ahmed & Laveet Kumar & Abdul Fatah Abbasi & Mamdouh El Haj Assad, 2022. "Energy, Exergy, Environmental and Economic Analysis (4e) of a Solar Thermal System for Process Heating in Jamshoro, Pakistan," Energies, MDPI, vol. 15(22), pages 1-18, November.
    12. Dongwei Liu & Jilili Abuduwaili & Lixin Wang, 2015. "Salt dust storm in the Ebinur Lake region: its 50-year dynamic changes and response to climate changes and human activities," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 77(2), pages 1069-1080, June.
    13. Hossain, M.S. & Saidur, R. & Fayaz, H. & Rahim, N.A. & Islam, M.R. & Ahamed, J.U. & Rahman, M.M., 2011. "Review on solar water heater collector and thermal energy performance of circulating pipe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(8), pages 3801-3812.

    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. Del Col, Davide & Padovan, Andrea & Bortolato, Matteo & Dai Prè, Marco & Zambolin, Enrico, 2013. "Thermal performance of flat plate solar collectors with sheet-and-tube and roll-bond absorbers," Energy, Elsevier, vol. 58(C), pages 258-269.
    2. Shukla, Ruchi & Sumathy, K. & Erickson, Phillip & Gong, Jiawei, 2013. "Recent advances in the solar water heating systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 19(C), pages 173-190.
    3. Kim, Jimin & Hong, Taehoon & Jeong, Jaemin & Lee, Myeonghwi & Koo, Choongwan & Lee, Minhyun & Ji, Changyoon & Jeong, Jaewook, 2016. "An integrated multi-objective optimization model for determining the optimal solution in the solar thermal energy system," Energy, Elsevier, vol. 102(C), pages 416-426.
    4. Parupudi, Ranga Vihari & Singh, Harjit & Kolokotroni, Maria, 2020. "Low Concentrating Photovoltaics (LCPV) for buildings and their performance analyses," Applied Energy, Elsevier, vol. 279(C).
    5. Dettù, Federico & Pozzato, Gabriele & Rizzo, Denise M. & Onori, Simona, 2021. "Exergy-based modeling framework for hybrid and electric ground vehicles," Applied Energy, Elsevier, vol. 300(C).
    6. Stanek, Wojciech & Czarnowska, Lucyna, 2018. "Thermo-ecological cost – Szargut's proposal on exergy and ecology connection," Energy, Elsevier, vol. 165(PB), pages 1050-1059.
    7. Zhou, Liqun & Wang, Yiping & Huang, Qunwu, 2019. "Parametric analysis on the performance of flat plate collector with transparent insulation material," Energy, Elsevier, vol. 174(C), pages 534-542.
    8. Colombo, Emanuela & Rocco, Matteo V. & Toro, Claudia & Sciubba, Enrico, 2015. "An exergy-based approach to the joint economic and environmental impact assessment of possible photovoltaic scenarios: A case study at a regional level in Italy," Ecological Modelling, Elsevier, vol. 318(C), pages 64-74.
    9. Murat Kunelbayev & Yedilkhan Amirgaliyev & Talgat Sundetov, 2022. "Improving the Efficiency of Environmental Temperature Control in Homes and Buildings," Energies, MDPI, vol. 15(23), pages 1-15, November.
    10. Roozbeh Vaziri & Akeem Adeyemi Oladipo & Mohsen Sharifpur & Rani Taher & Mohammad Hossein Ahmadi & Alibek Issakhov, 2021. "Efficiency Enhancement in Double-Pass Perforated Glazed Solar Air Heaters with Porous Beds: Taguchi-Artificial Neural Network Optimization and Cost–Benefit Analysis," Sustainability, MDPI, vol. 13(21), pages 1-18, October.
    11. Mahavar, S. & Rajawat, P. & Marwal, V.K. & Punia, R.C. & Dashora, P., 2013. "Modeling and on-field testing of a Solar Rice Cooker," Energy, Elsevier, vol. 49(C), pages 404-412.
    12. Evangelisti, Luca & De Lieto Vollaro, Roberto & Asdrubali, Francesco, 2019. "Latest advances on solar thermal collectors: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 114(C), pages 1-1.
    13. Hajabdollahi, Hassan, 2021. "Thermoeconomic assessment of integrated solar flat plat collector with cross flow heat exchanger as solar air heater using numerical analysis," Renewable Energy, Elsevier, vol. 168(C), pages 491-504.
    14. Arabhosseini, Akbar & Samimi-Akhijahani, Hadi & Motahayyer, Mehrnosh, 2019. "Increasing the energy and exergy efficiencies of a collector using porous and recycling system," Renewable Energy, Elsevier, vol. 132(C), pages 308-325.
    15. Rocco, M.V. & Colombo, E. & Sciubba, E., 2014. "Advances in exergy analysis: a novel assessment of the Extended Exergy Accounting method," Applied Energy, Elsevier, vol. 113(C), pages 1405-1420.
    16. Zhang, Xingxing & Shen, Jingchun & Lu, Yan & He, Wei & Xu, Peng & Zhao, Xudong & Qiu, Zhongzhu & Zhu, Zishang & Zhou, Jinzhi & Dong, Xiaoqiang, 2015. "Active Solar Thermal Facades (ASTFs): From concept, application to research questions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 32-63.
    17. Farhadi, Rouhollah & Taki, Morteza, 2020. "The energy gain reduction due to shadow inside a flat-plate solar collector," Renewable Energy, Elsevier, vol. 147(P1), pages 730-740.
    18. Diaz-Mendez, S.E. & Sierra-Grajeda, J.M.T. & Hernandez-Guerrero, A. & Rodriguez-Lelis, J.M., 2013. "Entropy generation as an environmental impact indicator and a sample application to freshwater ecosystems eutrophication," Energy, Elsevier, vol. 61(C), pages 234-239.
    19. Sharma, Harish Kumar & Kumar, Satish & Verma, Sujit Kumar, 2022. "Comparative performance analysis of flat plate solar collector having circular &trapezoidal corrugated absorber plate designs," Energy, Elsevier, vol. 253(C).
    20. Kumar, Laveet & Hasanuzzaman, M. & Rahim, N.A. & Islam, M.M., 2021. "Modeling, simulation and outdoor experimental performance analysis of a solar-assisted process heating system for industrial process heat," Renewable Energy, Elsevier, vol. 164(C), pages 656-673.

    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:energy:v:36:y:2011:i:5:p:3554-3562. 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/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.