An interpretable graph convolutional neural network based fault diagnosis method for building energy systems

Li, Guannan / Yao, Zhanpeng / Chen, Liang et al. | Springer Verlag | 2024

Adaptive fusion graph convolutional network based interpretable fault diagnosis method for HVAC systems enhanced by unlabeled data

Deng, Qiao / Chen, Zhiwen / Zhu, Wanting et al. | Elsevier | 2024

Interpretation and explanation of convolutional neural network-based fault diagnosis model at the feature-level for building energy systems

Li, Guannan / Chen, Liang / Fan, Cheng et al. | Elsevier | 2023

Fault diagnosis method for building VRF system based on convolutional neural network: Considering system defrosting process and sensor fault coupling

Zhou, Zhenxin / Li, Guannan / Chen, Huanxin et al. | Elsevier | 2021

Interpretation of convolutional neural network-based building HVAC fault diagnosis model using improved layer-wise relevance propagation

Li, Guannan / Wang, Luhan / Shen, Limei et al. | Elsevier | 2023