Hanyuan Zhang

DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision

Hanyuan Zhang, Hao Wu, Weiwei Sun et al. · 2018 · 160 citations · Full text

Geometric Learning, Engineering, Machine Learning +17

Augmented data driven self-attention deep learning method for imbalanced fault diagnosis of the HVAC chiller

Cunxiao Shen, Hanyuan Zhang, Songping Meng et al. · Engineering Applications of Artificial Intelligence · 2022 · 80 citations

Artificial Intelligence, Fault Diagnosis, Imbalanced Fault Diagnosis +10

Imbalanced data based fault diagnosis of the chiller via integrating a new resampling technique with an improved ensemble extreme learning machine

Hanyuan Zhang, Wenxin Yang, Weilin Yi et al. · Journal of Building Engineering · 2023 · 78 citations

Fault Diagnosis, Imbalanced Data, Engineering +11

A new chiller fault diagnosis method under the imbalanced data environment via combining an improved generative adversarial network with an enhanced deep extreme learning machine

Wenxin Yang, Hanyuan Zhang, Jit Bing Lim et al. · Engineering Applications of Artificial Intelligence · 2024 · 73 citations · Full text

Fault detection and diagnosis of the air handling unit via combining the feature sparse representation based dynamic SFA and the LSTM network

Hanyuan Zhang, Chengdong Li, Qinglai Wei et al. · Energy and Buildings · 2022 · 66 citations

Fault Diagnosis, Engineering, Machine Learning +10