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Framework for developing a building material property database using web crawling to improve the applicability of energy simulation tools

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  • Yang, Sungwoong
  • Wi, Seunghwan
  • Park, Ji Hun
  • Cho, Hyun Mi
  • Kim, Sumin

Abstract

As the need to evaluate the energy performance of buildings has increased, the use of energy analysis tools has become more widespread and their results are now a key factor in building energy assessments. The current emphasis on the interpretation of building energy performance means that the enhancement of energy analysis tools and their ease of use is worthy of study. Based on analyses of building energy and the physical properties of materials, material properties essential to the analysis of building energy performance were selected. These properties were automatically extracted and stored using an algorithm to collect information from the internet. Based on the designed algorithms, we conducted a questionnaire-based survey and qualitative analysis to measure their convenience. From the analysis, the satisfaction level was found to exceed an average of 80%, resulting in a high level of satisfaction for practitioners using the energy analysis tool. It was also shown that the perceived convenience could be improved by reducing the duration of the search by at least 60% and by applying physical property information to the energy analysis application.

Suggested Citation

  • Yang, Sungwoong & Wi, Seunghwan & Park, Ji Hun & Cho, Hyun Mi & Kim, Sumin, 2020. "Framework for developing a building material property database using web crawling to improve the applicability of energy simulation tools," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
  • Handle: RePEc:eee:rensus:v:121:y:2020:i:c:s1364032119308706
    DOI: 10.1016/j.rser.2019.109665
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    1. Delzendeh, Elham & Wu, Song & Lee, Angela & Zhou, Ying, 2017. "The impact of occupants’ behaviours on building energy analysis: A research review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1061-1071.
    2. Baloch, Ashfaque Ahmed & Shaikh, Pervez Hameed & Shaikh, Faheemullah & Leghari, Zohaib Hussain & Mirjat, Nayyar Hussain & Uqaili, Muhammad Aslam, 2018. "Simulation tools application for artificial lighting in buildings," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3007-3026.
    3. Tian, Wei & Heo, Yeonsook & de Wilde, Pieter & Li, Zhanyong & Yan, Da & Park, Cheol Soo & Feng, Xiaohang & Augenbroe, Godfried, 2018. "A review of uncertainty analysis in building energy assessment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 285-301.
    4. Heun, Matthew Kuperus & Owen, Anne & Brockway, Paul E., 2018. "A physical supply-use table framework for energy analysis on the energy conversion chain," Applied Energy, Elsevier, vol. 226(C), pages 1134-1162.
    5. Borreguero, Ana M. & Luz Sánchez, M. & Valverde, José Luis & Carmona, Manuel & Rodríguez, Juan F., 2011. "Thermal testing and numerical simulation of gypsum wallboards incorporated with different PCMs content," Applied Energy, Elsevier, vol. 88(3), pages 930-937, March.
    6. Saffari, Mohammad & de Gracia, Alvaro & Ushak, Svetlana & Cabeza, Luisa F., 2017. "Passive cooling of buildings with phase change materials using whole-building energy simulation tools: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1239-1255.
    7. Leccese, Francesco & Salvadori, Giacomo & Asdrubali, Francesco & Gori, Paola, 2018. "Passive thermal behaviour of buildings: Performance of external multi-layered walls and influence of internal walls," Applied Energy, Elsevier, vol. 225(C), pages 1078-1089.
    8. Barreneche, Camila & Navarro, M. Elena & Fernández, A. Inés & Cabeza, Luisa F., 2013. "Improvement of the thermal inertia of building materials incorporating PCM. Evaluation in the macroscale," Applied Energy, Elsevier, vol. 109(C), pages 428-432.
    9. AL-Saadi, Saleh Nasser & Zhai, Zhiqiang (John), 2013. "Modeling phase change materials embedded in building enclosure: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 21(C), pages 659-673.
    10. Hudobivnik, Blaž & Pajek, Luka & Kunič, Roman & Košir, Mitja, 2016. "FEM thermal performance analysis of multi-layer external walls during typical summer conditions considering high intensity passive cooling," Applied Energy, Elsevier, vol. 178(C), pages 363-375.
    11. Fong, K.F. & Lee, C.K. & Lin, Z., 2019. "Investigation on effect of indoor air distribution strategy on solar air-conditioning systems," Renewable Energy, Elsevier, vol. 131(C), pages 413-421.
    12. Frazzica, Andrea & Manzan, Marco & Sapienza, Alessio & Freni, Angelo & Toniato, Giuseppe & Restuccia, Giovanni, 2016. "Experimental testing of a hybrid sensible-latent heat storage system for domestic hot water applications," Applied Energy, Elsevier, vol. 183(C), pages 1157-1167.
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