Mingyang Sun

Probabilistic individual load forecasting using pinball loss guided LSTM

Yi Wang, Dahua Gan, Mingyang Sun et al. · Applied Energy · 2018 · 442 citations

Computing, Data Science, Forecasting +10

Deep Reinforcement Learning for Strategic Bidding in Electricity Markets

Yujian Ye, Dawei Qiu, Mingyang Sun et al. · IEEE Transactions on Smart Grid · 2019 · 279 citations

Computing, Decision Sciences, Electrical Engineering +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 · 246 citations

Computing, Computer Science, Data Science +17

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 · 223 citations · Full text

Computing, Computer Science, Industrial Engineering +17

An Ensemble Forecasting Method for the Aggregated Load With Subprofiles

Yi Wang, Qixin Chen, Mingyang Sun et al. · IEEE Transactions on Smart Grid · 2018 · 208 citations

Computing, Data Science, Forecasting +16