Rui Yan

A decision tree based data-driven diagnostic strategy for air handling units

Rui Yan, Zhenjun Ma, Yang Zhao et al. · Energy and Buildings · 2016 · 174 citations

Computing, Aerospace Engineering, Operations Management +14

A sensor fault detection strategy for air handling units using cluster analysis

Rui Yan, Zhenjun Ma, Georgios Kokogiannakis et al. · Automation in Construction · 2016 · 98 citations

Engineering, Industrial Engineering, Systems Engineering +14

A variation focused cluster analysis strategy to identify typical daily heating load profiles of higher education buildings

Zhenjun Ma, Rui Yan, Nataša Nord · Energy · 2017 · 88 citations · Full text

Architecture, Building Science, Higher Education +16

Graph neural network-based spatio-temporal indoor environment prediction and optimal control for central air-conditioning systems

Jing Zhang, Fu Xiao, Ao Li et al. · Building and Environment · 2023 · 66 citations · Full text

Architecture, Architectural Engineering, Building Science +14

Improving the out-of-sample generalization ability of data-driven chiller performance models using physics-guided neural network

Fangzhou Guo, Ao Li, Ziwei Xiao et al. · Applied Energy · 2023 · 50 citations · Full text

Computing, Computational Engineering, Physics +16