Jie Chen

A multi-task learning method for multi-energy load forecasting based on synthesis correlation analysis and load participation factor

Mao Tan, Chengchen Liao, Jie Chen et al. · Applied Energy · 2023 · 87 citations

Synthesis Correlation Analysis, Engineering, Data Science +11

Multi-node load forecasting based on multi-task learning with modal feature extraction

Mao Tan, Chenglin Hu, Jie Chen et al. · Engineering Applications of Artificial Intelligence · 2022 · 62 citations

Artificial Intelligence, Intelligent Forecasting, Engineering +12

Energy management for scalable battery swapping stations: A deep reinforcement learning and mathematical optimization cascade approach

Yongxin Su, Shuaixian Yue, Lei Qiu et al. · Applied Energy · 2024 · 14 citations

Integrating Graph Signal Processing and Multitask Temporal Convolutional Networks for Household Nonintrusive Load Monitoring

Yongxin Su, Haotian Peng, Mao Tan et al. · IEEE Transactions on Instrumentation and Measurement · 2024 · 13 citations

Sequence signal prediction and reconstruction for multi-energy load forecasting in integrated energy systems: A bi-level multi-task learning method

Chengchen Liao, Mao Tan, Kang Li et al. · Energy · 2024 · 10 citations