Haiwen Chen

A novel smart meter data compression method via stacked convolutional sparse auto-encoder

Shouxiang Wang, Haiwen Chen, Lei Wu, 2020, International Journal of Electrical Power & Energy Systems.

A bottom-up short-term residential load forecasting approach based on appliance characteristic analysis and multi-task learning

Haiwen Chen, Shouxiang Wang, Xinyu Deng, 2021, Electric Power Systems Research.

Multi-energy load forecasting for regional integrated energy systems considering temporal dynamic and coupling characteristics

Shouxiang Wang, Haiwen Chen, Qiang Gu, 2020 .

Non-intrusive load identification based on the improved voltage-current trajectory with discrete color encoding background and deep-forest classifier

Haiwen Chen, Luyang Guo, Shouxiang Wang, 2021 .

A novel deep learning method for the classification of power quality disturbances using deep convolutional neural network

Shouxiang Wang, Haiwen Chen, Shouxiang Wang, 2019, Applied Energy.

A Load Identification Method Based on Active Deep Learning and Discrete Wavelet Transform

Shouxiang Wang, Haiwen Chen, Qingyuan Shi, 2020, IEEE Access.

Data-Driven EV Load Profiles Generation Using a Variational Auto-Encoder

Weiping Zhu, Jianming Wang, Xin Fang, 2019, Energies.