Temporal convolution network based novel parallel disaggregation method for non-intrusive monitoring of the appliances' consumptions in residential buildings. - Wenfeng Li; Xiaoping Deng; Ruiqi Wang; Songping Meng (J. Intell. Fuzzy Syst., 2022)

Augmented data driven self-attention deep learning method for imbalanced fault diagnosis of the HVAC chiller. - Cunxiao Shen; Hanyuan Zhang; Songping Meng; Chengdong Li (Eng. Appl. Artif. Intell., 2023)

Empirical mode decomposition-based multi-scale spectral graph convolution network for abnormal electricity consumption detection. - Songping Meng; Chengdong Li; Wei Peng; Chenlu Tian (Neural Comput. Appl., 2023)