Development of Comprehensive Solar Radiation and Daylight Illuminance Datasets by Ameliorating the Prediction Models and Categorizing Standard Skies Using Machine Learning Techniques

Project: Research

Research Output

  1. 2024
  2. Online published

    A comparative study of machine learning methods for identifying the 15 CIE standard skies

    Aghimien, E. I., Li, D. H., Tsang, E. K. & Agbajor, F. D., 5 Aug 2024, (Online published) In: Journal of Building Physics.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  3. 2022
  4. Published

    Application of artificial neural networks in horizontal luminous efficacy modeling

    Li, D. H. W., Aghimien, E. I. & Tsang, E. K. W., Sept 2022, In: Renewable Energy. 197, p. 864-878

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  5. Published

    Application of luminous efficacies for daylight illuminance data generation in subtropical Hong Kong

    Aghimien, E. I. & Li, D. H. W., 6 Jul 2022, In: Smart and Sustainable Built Environment. 11, 2, p. 271-293

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
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  6. Published

    Bioclimatic architecture and its energy-saving potentials: a review and future directions

    Aghimien, E. I., Li, D. H. W. & Tsang, E.K.-W., 8 Mar 2022, In: Engineering, Construction and Architectural Management. 29, 2, p. 961-988 28 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 17
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  7. 2021
  8. Published

    Daylight luminous efficacy: An overview

    Aghimien, E. I., Li, D. H. W., Chen, W. & Tsang, E. K. W., 1 Nov 2021, In: Solar Energy. 228, p. 706-724 19 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 15
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