Lei Xia

Creating Knowledge Graph of Electric Power Equipment Faults Based on BERT–BiLSTM–CRF Model

Fanqi Meng, Shuaisong Yang, Jingdong Wang et al. · Journal of Electrical Engineering and Technology · 2022 · 185 citations

Knowledge Representation, Electrical Engineering, Engineering +8

Design and optimization of a novel composite bionic flow field structure using three-dimensional multiphase computational fluid dynamic method for proton exchange membrane fuel cell

Lei Xia, Zeting Yu, Guoping Xu et al. · Energy Conversion and Management · 2021 · 133 citations

Membrane Structure, Catalytic Membrane, Engineering +7

A model-based design optimization strategy for ground source heat pump systems with integrated photovoltaic thermal collectors

Lei Xia, Zhenjun Ma, Georgios Kokogiannakis et al. · Applied Energy · 2018 · 112 citations

Electrical Engineering, Engineering, Solar Power +10

Recent advances and development in optimal design and control of ground source heat pump systems

Zhenjun Ma, Lei Xia, Xuemei Gong et al. · Renewable and Sustainable Energy Reviews · 2020 · 100 citations

Engineering, Energy Management, Energy Efficiency +9

Improvement of the three-dimensional fine-mesh flow field of proton exchange membrane fuel cell (PEMFC) using CFD modeling, artificial neural network and genetic algorithm

Zeting Yu, Lei Xia, Guoping Xu et al. · International Journal of Hydrogen Energy · 2022 · 92 citations

Electrical Engineering, Engineering, Genetic Algorithm +5