Fanyong Cheng

A novel semi-supervised data-driven method for chiller fault diagnosis with unlabeled data

Bingxu Li, Fanyong Cheng, Xin Zhang et al. · Applied Energy · 2021 · 108 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +13

A semi-supervised approach to fault detection and diagnosis for building HVAC systems based on the modified generative adversarial network

Bingxu Li, Fanyong Cheng, Hui Cai et al. · Energy and Buildings · 2021 · 101 citations

Artificial Intelligence, Fault Diagnosis, Engineering +11

Cost-Sensitive Large margin Distribution Machine for classification of imbalanced data

Fanyong Cheng, Jing Zhang, Cuihong Wen · Pattern Recognition Letters · 2016 · 84 citations

Data Classification, Classification Method, Imbalanced Data +15

Fault detection and diagnosis for Air Handling Unit based on multiscale convolutional neural networks

Fanyong Cheng, Wenjian Cai, Xin Zhang et al. · Energy and Buildings · 2021 · 68 citations

Fault Diagnosis, Engineering, Machine Learning +8

Large cost-sensitive margin distribution machine for imbalanced data classification

Fanyong Cheng, Jing Zhang, Cuihong Wen et al. · Neurocomputing · 2016 · 45 citations

Classification Method, Engineering, Machine Learning +11