ZHENG Siqian (鄭思倩)

Research Output

  1. 2020
  2. Published

    Uncertainty study on thermal and energy performances of a deterministic parameters based optimal aerogel glazing system using machine-learning method

    Zhou, Y. & Zheng, S., 15 Feb 2020, In : Energy. 193, 116718.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 6
    Check@CityULib
  3. Published

    Machine learning-based optimal design of a phase change material integrated renewable system with on-site PV, radiative cooling and hybrid ventilations—study of modelling and application in five climatic regions

    Zhou, Y., Zheng, S. & Zhang, G., 1 Feb 2020, In : Energy. 192, 116608.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 7
    Check@CityULib
  4. Published

    Exergy-based optimisation of a phase change materials integrated hybrid renewable system for active cooling applications using supervised machine learning method

    Tang, L., Zhou, Y., Zheng, S. & Zhang, G., 1 Jan 2020, In : Solar Energy. 195, p. 514-526

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 8
    Check@CityULib
  5. 2019
  6. Online published

    Machine-learning based study on the on-site renewable electrical performance of an optimal hybrid PCMs integrated renewable system with high-level parameters’ uncertainties

    Zhou, Y., Zheng, S. & Zhang, G., 13 Nov 2019, In : Renewable Energy. 151, p. 403-418

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 8
    Check@CityULib
  7. Published

    Artificial neural network based multivariable optimization of a hybrid system integrated with phase change materials, active cooling and hybrid ventilations

    Zhou, Y., Zheng, S. & Zhang, G., 1 Oct 2019, In : Energy Conversion and Management. 197, 111859.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 12
    Check@CityULib
  8. Published

    Numerical Study on the Thermal and Optical Performances of an Aerogel Glazing System with the Multivariable Optimization Using an Advanced Machine Learning Algorithm

    Zheng, S. & Zhou, Y., Sep 2019, In : Advanced Theory and Simulations. 2, 9, 1900092.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Check@CityULib