IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v235y2019icp1447-1456.html
   My bibliography  Save this article

An inverse modeling approach for the thermal response modeling of green façades

Author

Listed:
  • Šuklje, Tomaž
  • Hamdy, Mohamed
  • Arkar, Ciril
  • Hensen, Jan L.M.
  • Medved, Sašo

Abstract

Green façades or vertical greenery systems (VGSs) are continuously gaining attention among urbanists for improving the living comfort and energy efficiency in urban areas. However, modeling and simulating the thermal response of VGSs remains a research topic. This paper introduces a novel inverse modeling approach for modeling the thermal responseof VGSs on building envelopes. The modeling approach considers the VGSs as a homogeneous layer with apparent thermo-physical properties. The approach optimizes the apparent thermo-physical properties by calibrating the inverse model using data generated by a detailed thermal response model of VGS or experimental data. It is shown that the predicted temperature of VGS deviates by less than ±1.3 °C, while the heat flux on the inner side of the building envelope deviates by less than ±0.3 W/m2 compared to the measured values.

Suggested Citation

  • Šuklje, Tomaž & Hamdy, Mohamed & Arkar, Ciril & Hensen, Jan L.M. & Medved, Sašo, 2019. "An inverse modeling approach for the thermal response modeling of green façades," Applied Energy, Elsevier, vol. 235(C), pages 1447-1456.
  • Handle: RePEc:eee:appene:v:235:y:2019:i:c:p:1447-1456
    DOI: 10.1016/j.apenergy.2018.11.066
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261918317720
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2018.11.066?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. Molina-Solana, Miguel & Ros, María & Ruiz, M. Dolores & Gómez-Romero, Juan & Martin-Bautista, M.J., 2017. "Data science for building energy management: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 598-609.
    2. Pérez, Gabriel & Coma, Julià & Martorell, Ingrid & Cabeza, Luisa F., 2014. "Vertical Greenery Systems (VGS) for energy saving in buildings: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 139-165.
    3. Yang, An-Shik & Juan, Yu-Hsuan & Wen, Chih-Yung & Chang, Chao-Jui, 2017. "Numerical simulation of cooling effect of vegetation enhancement in a subtropical urban park," Applied Energy, Elsevier, vol. 192(C), pages 178-200.
    4. Pérez, Gabriel & Coma, Julià & Sol, Salvador & Cabeza, Luisa F., 2017. "Green facade for energy savings in buildings: The influence of leaf area index and facade orientation on the shadow effect," Applied Energy, Elsevier, vol. 187(C), pages 424-437.
    5. Prieto, Alejandro & Knaack, Ulrich & Klein, Tillmann & Auer, Thomas, 2017. "25 Years of cooling research in office buildings: Review for the integration of cooling strategies into the building façade (1990–2014)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 89-102.
    6. Vera, Sergio & Pinto, Camilo & Tabares-Velasco, Paulo Cesar & Bustamante, Waldo, 2018. "A critical review of heat and mass transfer in vegetative roof models used in building energy and urban enviroment simulation tools," Applied Energy, Elsevier, vol. 232(C), pages 752-764.
    7. Kong, Fanhua & Sun, Changfeng & Liu, Fengfeng & Yin, Haiwei & Jiang, Fei & Pu, Yingxia & Cavan, Gina & Skelhorn, Cynthia & Middel, Ariane & Dronova, Iryna, 2016. "Energy saving potential of fragmented green spaces due to their temperature regulating ecosystem services in the summer," Applied Energy, Elsevier, vol. 183(C), pages 1428-1440.
    8. Šuklje, Tomaž & Medved, Sašo & Arkar, Ciril, 2016. "On detailed thermal response modeling of vertical greenery systems as cooling measure for buildings and cities in summer conditions," Energy, Elsevier, vol. 115(P1), pages 1055-1068.
    9. Akeiber, Hussein & Nejat, Payam & Majid, Muhd Zaimi Abd. & Wahid, Mazlan A. & Jomehzadeh, Fatemeh & Zeynali Famileh, Iman & Calautit, John Kaiser & Hughes, Ben Richard & Zaki, Sheikh Ahmad, 2016. "A review on phase change material (PCM) for sustainable passive cooling in building envelopes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1470-1497.
    10. Cuce, Erdem, 2017. "Thermal regulation impact of green walls: An experimental and numerical investigation," Applied Energy, Elsevier, vol. 194(C), pages 247-254.
    11. Loonen, R.C.G.M. & Trčka, M. & Cóstola, D. & Hensen, J.L.M., 2013. "Climate adaptive building shells: State-of-the-art and future challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 483-493.
    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. Rasooli, Arash & Itard, Laure, 2019. "In-situ rapid determination of walls’ thermal conductivity, volumetric heat capacity, and thermal resistance, using response factors," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    2. Ileana Blanco & Fabiana Convertino, 2023. "Thermal Performance of Green Façades: Research Trends Analysis Using a Science Mapping Approach," Sustainability, MDPI, vol. 15(13), pages 1-23, June.

    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. Susca, T. & Zanghirella, F. & Colasuonno, L. & Del Fatto, V., 2022. "Effect of green wall installation on urban heat island and building energy use: A climate-informed systematic literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    2. Peng, Lilliana L.H. & Jiang, Zhidian & Yang, Xiaoshan & Wang, Qingqing & He, Yunfei & Chen, Sophia Shuang, 2020. "Energy savings of block-scale facade greening for different urban forms," Applied Energy, Elsevier, vol. 279(C).
    3. Ileana Blanco & Fabiana Convertino, 2023. "Thermal Performance of Green Façades: Research Trends Analysis Using a Science Mapping Approach," Sustainability, MDPI, vol. 15(13), pages 1-23, June.
    4. Coma, Julià & Chàfer, Marta & Pérez, Gabriel & Cabeza, Luisa F., 2020. "How internal heat loads of buildings affect the effectiveness of vertical greenery systems? An experimental study," Renewable Energy, Elsevier, vol. 151(C), pages 919-930.
    5. Lee, Louis S.H. & Jim, C.Y., 2019. "Energy benefits of green-wall shading based on novel-accurate apportionment of short-wave radiation components," Applied Energy, Elsevier, vol. 238(C), pages 1506-1518.
    6. Fabrizio Ascione & Rosa Francesca De Masi & Margherita Mastellone & Silvia Ruggiero & Giuseppe Peter Vanoli, 2020. "Green Walls, a Critical Review: Knowledge Gaps, Design Parameters, Thermal Performances and Multi-Criteria Design Approaches," Energies, MDPI, vol. 13(9), pages 1-39, May.
    7. Hussain H. Al-Kayiem & Kelly Koh & Tri W. B. Riyadi & Marwan Effendy, 2020. "A Comparative Review on Greenery Ecosystems and Their Impacts on Sustainability of Building Environment," Sustainability, MDPI, vol. 12(20), pages 1-25, October.
    8. Patryk Antoszewski & Dariusz Świerk & Michał Krzyżaniak, 2020. "Statistical Review of Quality Parameters of Blue-Green Infrastructure Elements Important in Mitigating the Effect of the Urban Heat Island in the Temperate Climate (C) Zone," IJERPH, MDPI, vol. 17(19), pages 1-36, September.
    9. Bakhshoodeh, Reza & Ocampo, Carlos & Oldham, Carolyn, 2022. "Thermal performance of green façades: Review and analysis of published data," Renewable and Sustainable Energy Reviews, Elsevier, vol. 155(C).
    10. Halawa, Edward & Ghaffarianhoseini, Amirhosein & Ghaffarianhoseini, Ali & Trombley, Jeremy & Hassan, Norhaslina & Baig, Mirza & Yusoff, Safiah Yusmah & Azzam Ismail, Muhammad, 2018. "A review on energy conscious designs of building façades in hot and humid climates: Lessons for (and from) Kuala Lumpur and Darwin," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2147-2161.
    11. Yara Nasr & Henri El Zakhem & Ameur El Amine Hamami & Makram El Bachawati & Rafik Belarbi, 2024. "Comprehensive Assessment of the Impact of Green Roofs and Walls on Building Energy Performance: A Scientific Review," Energies, MDPI, vol. 17(20), pages 1-52, October.
    12. Manso, Maria & Teotónio, Inês & Silva, Cristina Matos & Cruz, Carlos Oliveira, 2021. "Green roof and green wall benefits and costs: A review of the quantitative evidence," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    13. Fabiana Convertino & Evelia Schettini & Ileana Blanco & Carlo Bibbiani & Giuliano Vox, 2022. "Effect of Leaf Area Index on Green Facade Thermal Performance in Buildings," Sustainability, MDPI, vol. 14(5), pages 1-12, March.
    14. Hankun Lin & Yiqiang Xiao & Florian Musso & Yao Lu, 2019. "Green Façade Effects on Thermal Environment in Transitional Space: Field Measurement Studies and Computational Fluid Dynamics Simulations," Sustainability, MDPI, vol. 11(20), pages 1-21, October.
    15. Luo, Yongqiang & Zhang, Ling & Bozlar, Michael & Liu, Zhongbing & Guo, Hongshan & Meggers, Forrest, 2019. "Active building envelope systems toward renewable and sustainable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 470-491.
    16. Al-Obaidi, Karam M. & Azzam Ismail, Muhammad & Hussein, Hazreena & Abdul Rahman, Abdul Malik, 2017. "Biomimetic building skins: An adaptive approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 1472-1491.
    17. Annalisa Pacini & Hans Georg Edelmann & Jörg Großschedl & Kirsten Schlüter, 2022. "A Literature Review on Facade Greening: How Research Findings May Be Used to Promote Sustainability and Climate Literacy in School," Sustainability, MDPI, vol. 14(8), pages 1-27, April.
    18. de Gracia, Alvaro, 2019. "Dynamic building envelope with PCM for cooling purposes – Proof of concept," Applied Energy, Elsevier, vol. 235(C), pages 1245-1253.
    19. Pacheco-Torgal, F., 2017. "High tech startup creation for energy efficient built environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 618-629.
    20. Jing Xiao & Takaya Yuizono & Ruixuan Li, 2024. "Synergistic Landscape Design Strategies to Renew Thermal Environment: A Case Study of a Cfa-Climate Urban Community in Central Komatsu City, Japan," Sustainability, MDPI, vol. 16(13), pages 1-29, June.

    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:appene:v:235:y:2019:i:c:p:1447-1456. 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.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    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.