Siqian Zheng

Machine-learning based hybrid demand-side controller for high-rise office buildings with high energy flexibilities

Yuekuan Zhou, Siqian Zheng · Applied Energy · 2020 · 140 citations

Engineering, Smart Building, Smart Grid +10

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

Yuekuan Zhou, Siqian Zheng, Guoqiang Zhang · Renewable Energy · 2019 · 89 citations

Electrical Engineering, Engineering, High-level Parameters +8

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

Yuekuan Zhou, Siqian Zheng, Guoqiang Zhang · Energy · 2019 · 87 citations

Energy Modeling, Engineering, Energy Efficiency +10

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

Yuekuan Zhou, Siqian Zheng, Guoqiang Zhang · Energy Conversion and Management · 2019 · 82 citations

Engineering, Hybrid Algorithm, Energy Efficiency +12

Coordination of commercial prosumers with distributed demand-side flexibility in energy sharing and management system

Siqian Zheng, Xin Jin, Gongsheng Huang et al. · Energy · 2022 · 67 citations

Distributed Energy System, Engineering, Smart Grid +10