Songping Meng

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

A novel temporal convolutional network via enhancing feature extraction for the chiller fault diagnosis

Chengdong Li, Cunxiao Shen, Hanyuan Zhang et al. · Journal of Building Engineering · 2021 · 40 citations

Fault Diagnosis, Engineering, Machine Learning +9

Empirical mode decomposition-based multi-scale spectral graph convolution network for abnormal electricity consumption detection

Songping Meng, Chengdong Li, Wei Peng et al. · Neural Computing and Applications · 2023 · 10 citations

Transfer learning based graph convolutional network with self-attention mechanism for abnormal electricity consumption detection

Songping Meng, Chengdong Li, Chongyi Tian · Energy Reports · 2023 · 10 citations · Full text