Shuwei Miao

A short-term electric load forecast method based on improved sequence-to-sequence GRU with adaptive temporal dependence

Dan Li, Guangfan Sun, Shuwei Miao et al. · International Journal of Electrical Power & Energy Systems · 2021 · 80 citations

Electrical Engineering, Adaptive Temporal Dependence, Engineering +11

Probabilistic forecasting method for mid-term hourly load time series based on an improved temporal fusion transformer model

Dan Li, Ya Tan, Yuanhang Zhang et al. · International Journal of Electrical Power & Energy Systems · 2022 · 77 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +9

Markov Chain model for solar farm generation and its application to generation performance evaluation

Shuwei Miao, Guangtao Ning, Yingzhong Gu et al. · Journal of Cleaner Production · 2018 · 63 citations

Electrical Engineering, Engineering, Smart Grid +14

A mixture kernel density model for wind speed probability distribution estimation

Shuwei Miao, Kaigui Xie, Hejun Yang et al. · Energy Conversion and Management · 2016 · 56 citations

Mixture Distribution, Engineering, Density Estimation +5

Determining suitable region wind speed probability distribution using optimal score-radar map

Shuwei Miao, Yingzhong Gu, Dan Li et al. · Energy Conversion and Management · 2019 · 33 citations

Radar, Engineering, Synthetic Aperture Radar +6