Simultaneous-fault diagnosis considering time series with a deep learning transformer architecture for air handling units

by Wu, Bingjie, Cai, Wenjian, Cheng, Fanyong, Chen, Haoran
Published 2022

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

by Li, Bingxu, Cheng, Fanyong, Cai, Hui, Zhang, Xin, Cai, Wenjian
Published 2022

An online data-driven fault diagnosis method for air handling units by rule and convolutional neural networks

by Liao, Huanyue, Cai, Wenjian, Cheng, Fanyong, Dubey, Swapnil, Rajesh, Pudupadi Balachander
Published 2022

A novel data-driven air balancing method with energy-saving constraint strategy to minimize the energy consumption of ventilation system

by Cheng, Fanyong, Cui, Can, Cai, Wenjian, Zhang, Xin, Ge, Yuan, Li, Bingxu
Published 2022