Mingliang Bai

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Weather Prediction

Specially Designed

Top Venues

Earth Sci. Informatics

Expert Syst. Appl.

Publications

Mingliang Bai, Zhihao Zhou, Jingjing Li, Yunxiao Chen, Jinfu Liu, Xinyu Zhao, Daren Yu
Deep graph gated recurrent unit network-based spatial-temporal multi-task learning for intelligent information fusion of multiple sites with application in short-term spatial-temporal probabilistic forecast of photovoltaic power. Expert Syst. Appl. 240 (2024)
Mingliang Bai, Zhihao Zhou, Yunxiao Chen, Jinfu Liu, Daren Yu
Accurate four-hour-ahead probabilistic forecast of photovoltaic power generation based on multiple meteorological variables-aided intelligent optimization of numeric weather prediction data. Earth Sci. Informatics 16 (3) (2023)
Yunxiao Chen, Mingliang Bai, Yilan Zhang, Jinfu Liu, Daren Yu
Error revision during morning period for deep learning and multi-variable historical data-based day-ahead solar irradiance forecast: towards a more accurate daytime forecast. Earth Sci. Informatics 16 (3) (2023)
Yunxiao Chen, Mingliang Bai, Yilan Zhang, Jinfu Liu, Daren Yu
Multivariable space-time correction for wind speed in numerical weather prediction (NWP) based on ConvLSTM and the prediction of probability interval. Earth Sci. Informatics 16 (3) (2023)
Mingliang Bai, Yunxiao Chen, Zhihao Zhou, Zhenhua Long, Jinfu Liu, Daren Yu
Deep attention convolutional neural network-based adaptive multi-source information fusion for accurate short-term photovoltaic power forecast. ISGT EUROPE (2023)
Mingliang Bai, Zhihao Zhou, Ruidong Wang, Yusheng Yang, Zizhen Qin, Yunxiao Chen, Chunjin Mu, Jinfu Liu, Daren Yu
HouYi: An open-source large language model specially designed for renewable energy and carbon neutrality field. CoRR (2023)
Mingliang Bai, Yunxiao Chen, Xinyu Zhao, Jinfu Liu, Daren Yu
Deep attention ConvLSTM-based adaptive fusion of clear-sky physical prior knowledge and multivariable historical information for probabilistic prediction of photovoltaic power. Expert Syst. Appl. 202 (2022)
Mingliang Bai, Xinyu Zhao, Zhenhua Long, Jinfu Liu, Daren Yu
Short-term probabilistic photovoltaic power forecast based on deep convolutional long short-term memory network and kernel density estimation. CoRR (2021)
Jinfu Liu, Mingliang Bai, Na Jiang, Daren Yu
Structural risk minimization of rough set-based classifier. Soft Comput. 24 (3) (2020)
Jinfu Liu, Mingliang Bai, Na Jiang, Daren Yu
A novel measure of attribute significance with complexity weight. Appl. Soft Comput. 82 (2019)