IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i5p1811-d1596314.html
   My bibliography  Save this article

Optimal Thermal Management Using the Taguchi Method for LED Lighting Squared Heat Sink, Including Statistical Approaches

Author

Listed:
  • Ibrahim Saadouni

    (Intelligent System Design Laboratory, Optics, Materials and Systems Team, Faculty of Sciences, Abdelmalek Essâadi University, M’ Hannech II, P.O. Box 2121, Tétouan 93030, Morocco)

  • Oumaima Douass

    (Intelligent System Design Laboratory, Optics, Materials and Systems Team, Faculty of Sciences, Abdelmalek Essâadi University, M’ Hannech II, P.O. Box 2121, Tétouan 93030, Morocco)

  • Bousselham Samoudi

    (Intelligent System Design Laboratory, Optics, Materials and Systems Team, Faculty of Sciences, Abdelmalek Essâadi University, M’ Hannech II, P.O. Box 2121, Tétouan 93030, Morocco)

  • Zouhour Araoud

    (ENIM, Laboratoire EMIR, Université de Monastir, LR20ES08, 5000 Monastir, Tunisia)

  • Kamel Charrada

    (IPEIM, Laboratoire EMIR, Université de Monastir, LR20ES08, 5000 Monastir, Tunisia)

  • Adel Asselman

    (Intelligent System Design Laboratory, Optics, Materials and Systems Team, Faculty of Sciences, Abdelmalek Essâadi University, M’ Hannech II, P.O. Box 2121, Tétouan 93030, Morocco)

  • Laurent Canale

    (French National Center of Scientific Research (CNRS), LAPLACE Laboratory, UMR 5213, 31062 Toulouse, France)

Abstract

The global development of LED lighting in all applications for both public and indoor lighting establishes a very important lever for reducing the carbon impact by significantly reducing energy consumption. Smart lighting will therefore constitute an essential lever in the smart city of tomorrow. The latter is more sustainable and less energy-intensive than other light sources, contributing towards the Sustainable Development Goals set forth by the United Nations (SDGs 7 and 11). With its ease of integration, ergonomics, lightness, and high quality of light, this innovative light source has two major qualities: its energy efficiency and its long service life. However, poor thermal management has catastrophic effects on these two essential criteria. This necessarily requires optimizing thermal management and heat sinks. In some cases, thermal models and simulations can lead to considerable calculation times because they implement many parameters. This work therefore aims to reduce the number of these simulations by applying the method of experimental designs (Taguchi) and analysis of variance (ANOVA) to simulations intended to optimize the dissipation of LED luminaires. We applied the method to a simple finned heat sink model for a unit input power and then to a concrete case of a high-power LED. The control parameters and their respective contributions in the proposed model were studied. The ANOVA results corroborated the conclusions of the Taguchi method, demonstrating a strong agreement between these analytical methods, in which the temperature was adjusted by identifying optimal combinations of parameters. The fields of application relevant to this study include both indoor lighting (false ceiling) and confined spaces with severe sealing constraints such as car headlights or the optical blocks of urban luminaires.

Suggested Citation

  • Ibrahim Saadouni & Oumaima Douass & Bousselham Samoudi & Zouhour Araoud & Kamel Charrada & Adel Asselman & Laurent Canale, 2025. "Optimal Thermal Management Using the Taguchi Method for LED Lighting Squared Heat Sink, Including Statistical Approaches," Sustainability, MDPI, vol. 17(5), pages 1-28, February.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:5:p:1811-:d:1596314
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/5/1811/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/5/1811/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Idiano D’Adamo & Cristina Di Carlo & Massimo Gastaldi & Edouard Nicolas Rossi & Antonio Felice Uricchio, 2024. "Economic Performance, Environmental Protection and Social Progress: A Cluster Analysis Comparison towards Sustainable Development," Sustainability, MDPI, vol. 16(12), pages 1-24, June.
    2. Mehmet Galip Zorba & Derya Şahhüseyinoğlu & Arda Arikan, 2024. "Reading Harry Potter: A Journey into Students’ Understanding of Sustainable Development Goals," Sustainability, MDPI, vol. 16(11), pages 1-22, June.
    3. Farzana Parveen Tajudeen & Noor Ismawati Jaafar & Ainin Sulaiman & Sedigheh Moghavvemi, 2020. "Light Emitting Diode (LED) Usage in Organizations: Impact on Environmental and Economic Performance," Sustainability, MDPI, vol. 12(20), pages 1-20, October.
    4. Tolga Kara & Ahmet Duran Şahin, 2023. "Implications of Climate Change on Wind Energy Potential," Sustainability, MDPI, vol. 15(20), pages 1-26, October.
    5. 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).
    6. 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).
    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. Zhao, Ning & Wang, Jiangjiang & Yang, Jinyu & Yuan, Fuchun, 2024. "Comprehensive evaluation and optimization strategy of solar-driven methanol steam reforming for hydrogen production," Renewable Energy, Elsevier, vol. 232(C).
    2. Afzal, Asif & Buradi, Abdulrajak & Jilte, Ravindra & Shaik, Saboor & Kaladgi, Abdul Razak & Arıcı, Muslum & Lee, Chew Tin & Nižetić, Sandro, 2023. "Optimizing the thermal performance of solar energy devices using meta-heuristic algorithms: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    3. repec:osf:socarx:nftv3_v1 is not listed on IDEAS
    4. Walter Leal Filho & João Henrique Paulino Pires Eustachio & Lucas Veiga Ávila & Maria Alzira Pimenta Dinis & Paula M. Hernandez‐Diaz & Karina Batista & Bruno Borsari & Ismaila Rimi Abubakar, 2025. "Enhancing the contribution of higher education institutions to sustainable development research: A focus on post‐2015 SDGs," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(2), pages 1745-1757, April.
    5. Chdil, O. & Bikerouin, M. & Balli, M. & Mounkachi, O., 2023. "New horizons in magnetic refrigeration using artificial intelligence," Applied Energy, Elsevier, vol. 335(C).
    6. Serdar Ongan & Ismet Gocer & Cem Işık, 2025. "Introducing the New ESG‐Based Sustainability Uncertainty Index (ESGUI)," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(3), pages 4457-4467, June.
    7. Kai-Hung Lu & Chih-Ming Hong & Junfang Lian & Fu-Sheng Cheng, 2025. "A Review of Synergies Between Advanced Grid Integration Strategies and Carbon Market for Wind Energy Development," Energies, MDPI, vol. 18(3), pages 1-23, January.
    8. Dong, Shiqian & Long, He & Guan, Jingxuan & Jiang, Lina & Zhuang, Chaoqun & Gao, Yafeng & Di, Yanqiang, 2024. "Performance investigation of a hybrid PV/T collector with a novel trapezoidal fluid channel," Energy, Elsevier, vol. 288(C).
    9. Piotr M. Bolibok & Bartłomiej Zinczuk & Anna Matras-Bolibok, 2025. "Sustainability Transition in the Visegrád Group: Shared Goals, Different Paths," Sustainability, MDPI, vol. 17(5), pages 1-29, February.
    10. Idiano D’Adamo & Marialucia Della Sciucca & Massimo Gastaldi & Barbara Lupi, 2025. "Indicator Assessment of Sustainable Development Goals: A Global Perspective," Sustainability, MDPI, vol. 17(18), pages 1-30, September.
    11. Shafiqur Rehman & Kashif Irshad & Mohamed A. Mohandes & Ali A. AL-Shaikhi & Azher Hussain Syed & Mohamed E. Zayed & Mohammad Azad Alam & Saïf ed-Dîn Fertahi & Muhammad Kamran Raza, 2024. "Windy Sites Prioritization in the Saudi Waters of the Southern Red Sea," Sustainability, MDPI, vol. 16(23), pages 1-17, November.
    12. Leogrande, Angelo & Drago, Carlo & Mallardi, Giulio & Costantiello, Alberto & Magaletti, Nicola, 2024. "Patenting Propensity in Italy: A Machine Learning Approach to Regional Clustering," MPRA Paper 123081, University Library of Munich, Germany.
    13. Stefana Matović & Dunja Demirović Bajrami & Tamara Gajić & Milica Lakić & Darko Martinov & Srđan Šuput & Adriana Radosavac & Ružica Đervida, 2024. "Beyond Numbers: Challenges in Measuring SDG4 Targets—Serbia’s Perspective," Sustainability, MDPI, vol. 16(22), pages 1-24, November.
    14. Mateusz Ciski & Krzysztof Rząsa, 2025. "The Environmental Dimension of Sustainable Development in Relation to the Transition from Brown to Green Energy—A Case Study of Poland from 2005 to 2023," Energies, MDPI, vol. 18(11), pages 1-28, June.
    15. Nándor Bozsik & András Szeberényi & Norbert Bozsik, 2024. "Impact of Climate Change on Electric Energy Production from Medium-Size Photovoltaic Module Systems Based on RCP Climate Scenarios," Energies, MDPI, vol. 17(16), pages 1-32, August.
    16. Zichao Wei & Kai Xue & Guangwen Hu & Yufeng Wu & Yanfen Wang, 2024. "The Decarbonizing Strategies of China’s Iron and Steelmaking Industry: A Comprehensive Perspective," Sustainability, MDPI, vol. 16(24), pages 1-21, December.
    17. John N. Hahladakis, 2025. "From Local Actions to Global Impact: Overcoming Hurdles and Showcasing Sustainability Achievements in the Implementation of SDG12," Sustainability, MDPI, vol. 17(15), pages 1-23, August.
    18. Jing Liu & Chonghao Liu & Jianan Zhao & Xiangying Jia, 2024. "Comparative Analysis on Policy Frameworks of High-Altitude Mineral Resource Management: Implications for Sustainable Development Goals (SDGs)," Sustainability, MDPI, vol. 16(23), pages 1-27, November.
    19. Luis Velazquez, 2025. "Higher Education Institutions as Leverage for Backing up SMEs’ Efforts to Meet SDG 9," Sustainability, MDPI, vol. 17(10), pages 1-19, May.
    20. Jiaxing Du & Han Cai & Xiu Jin, 2024. "Exploring the Association Between Artificial Intelligence Management and Green Innovation: Expanding the Research Field for Sustainable Outcomes," Sustainability, MDPI, vol. 16(21), pages 1-28, October.
    21. Song, Zhiying & Zhang, Yuzhe & Ji, Jie & Wang, Chuyao, 2024. "Analysis of night behavior and negative running for PVT system," Energy, Elsevier, vol. 301(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:gam:jsusta:v:17:y:2025:i:5:p:1811-:d:1596314. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.