• Ke Yan. Chiller fault detection and diagnosis with anomaly detective generative adversarial network. Building and Environment, 107982, Early Access, 2021
• Ke Yan, Jianye Su, Jing Huang, and Yuchang Mo. Chiller Fault Diagnosis Based on VAE Enabled Generative Adversarial Networks. IEEE Transactions on Automation Science and Engineering, Early Access, 2020
• Ke Yan, Adrian Chong, and Yuchang Mo. Generative adversarial network for fault detection diagnosis of chillers. Building and Environment 172: 106698, 2020
• Ke Yan, Jing Huang, Wen Shen, and Zhiwei Ji. Unsupervised learning for fault detection and diagnosis of air handling units. Energy and Buildings, 210: 109689, 2019
• Ning Jin, Yongkang Zeng, Ke Yan*, and Zhiwei Ji. Multivariate Air Quality Forecasting with Nested LSTM Neural Network. IEEE Transactions on Industrial Informatics, Early Access, 2021