Zhiwei Ji

A Hybrid LSTM Neural Network for Energy Consumption Forecasting of Individual Households

Ke Yan, Wei Li, Zhiwei Ji et al. · IEEE Access · 2019 · 222 citations · Full text

Computing, Computer Science, Data Science +17

Unsupervised learning for fault detection and diagnosis of air handling units

Ke Yan, Jing Huang, Wen Shen et al. · Energy and Buildings · 2019 · 170 citations

Computing, Aerospace Engineering, Computer Science +12

Semi-supervised learning for early detection and diagnosis of various air handling unit faults

Ke Yan, Chaowen Zhong, Zhiwei Ji et al. · Energy and Buildings · 2018 · 166 citations

Computing, Aerospace Engineering, Computer Science +16

Cost-sensitive and sequential feature selection for chiller fault detection and diagnosis

Ke Yan, Lulu Ma, Yuting Dai et al. · International Journal of Refrigeration · 2017 · 160 citations

Computing, Electrical Engineering, Air Conditioning +13

Online fault detection methods for chillers combining extended kalman filter and recursive one-class SVM

Ke Yan, Zhiwei Ji, Wen Shen · Neurocomputing · 2016 · 144 citations

Engineering, Systems Engineering, Air Conditioning +15