Mingyang Sun

Probabilistic individual load forecasting using pinball loss guided LSTM

Yi Wang, Dahua Gan, Mingyang Sun et al. · Applied Energy · 2018 · 426 citations

Forecasting Methodology, Engineering, Machine Learning +6

Deep Reinforcement Learning for Strategic Bidding in Electricity Markets

Yujian Ye, Dawei Qiu, Mingyang Sun et al. · IEEE Transactions on Smart Grid · 2019 · 269 citations

Artificial Intelligence, Benchmark Rl Methods, Power Market +14

Using Bayesian Deep Learning to Capture Uncertainty for Residential Net Load Forecasting

Mingyang Sun, Tingqi Zhang, Yi Wang et al. · IEEE Transactions on Power Systems · 2019 · 239 citations

Forecasting Methodology, Engineering, Machine Learning +19

A Deep Learning-Based Remaining Useful Life Prediction Approach for Bearings

Cheng Cheng, Guijun Ma, Yong Zhang et al. · IEEE/ASME Transactions on Mechatronics · 2020 · 211 citations · Full text

An Ensemble Forecasting Method for the Aggregated Load With Subprofiles

Yi Wang, Qixin Chen, Mingyang Sun et al. · IEEE Transactions on Smart Grid · 2018 · 204 citations

Forecasting Methodology, Engineering, Machine Learning +18