Mingliang Bai

16 papers A* 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
SatSolarCast: A Flexible Framework for Multimodal Solar Irradiance Forecasting via Memory-Alignment Learning.
AAAI
Kuai Dai, Hui Su, Chengxing Zhai, Huiwei Lin, Mingliang Bai
2025 J jnl
Deep multi-attribute spatial-temporal graph convolutional recurrent neural network-based multivariable spatial-temporal information fusion for short-term probabilistic forecast of multi-site photovoltaic power.
Expert Syst. Appl.
Mingliang Bai, Guowen Zhou, Peng Yao, Fuxiang Dong, Yunxiao Chen, Zhihao Zhou, Xusheng Yang, Jinfu Liu, Daren Yu
2025 J jnl
Deep multivariable spatial attention CNN-based spatial grid NWP error correction for accurate one-day-ahead photovoltaic power forecast.
Earth Sci. Informatics
Mingliang Bai, Ruidong Wang, Chaojing Lin, Yunxiao Chen, Fuxiang Dong, Zhihao Zhou, Xusheng Yang, Jinfu Liu, Daren Yu
2025 J jnl
Improved multiple penalty mechanism based loss function for more realistic aeroengine RUL advanced prediction.
Reliab. Eng. Syst. Saf.
Chaojing Lin, Yunxiao Chen, Mingliang Bai, Zhenhua Long, Peng Yao, Jinfu Liu, Daren Yu
2025 J jnl
SolarSeer: Ultrafast and accurate 24-hour solar irradiance forecasts outperforming numerical weather prediction across the USA.
CoRR
Mingliang Bai, Zuliang Fang, Shengyu Tao, Siqi Xiang, Jiang Bian, Yanfei Xiang, Pengcheng Zhao, Weixin Jin, Jonathan A. Weyn, Haiyu Dong, Bin Zhang, Hongyu Sun, Kit Thambiratnam, Qi Zhang, Hongbin Sun, Xuan Zhang, Qiuwei Wu
2024 J jnl
ADAF: An Artificial Intelligence Data Assimilation Framework for Weather Forecasting.
CoRR
Yanfei Xiang, Weixin Jin, Haiyu Dong, Mingliang Bai, Zuliang Fang, Pengcheng Zhao, Hongyu Sun, Kit Thambiratnam, Qi Zhang, Xiaomeng Huang
2024 J jnl
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.
Mingliang Bai, Zhihao Zhou, Jingjing Li, Yunxiao Chen, Jinfu Liu, Xinyu Zhao, Daren Yu
2023 J jnl
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
Mingliang Bai, Zhihao Zhou, Yunxiao Chen, Jinfu Liu, Daren Yu
2023 — conf
Deep attention convolutional neural network-based adaptive multi-source information fusion for accurate short-term photovoltaic power forecast.
ISGT EUROPE
Mingliang Bai, Yunxiao Chen, Zhihao Zhou, Zhenhua Long, Jinfu Liu, Daren Yu
2023 J jnl
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
Yunxiao Chen, Mingliang Bai, Yilan Zhang, Jinfu Liu, Daren Yu
2023 J jnl
HouYi: An open-source large language model specially designed for renewable energy and carbon neutrality field.
CoRR
Mingliang Bai, Zhihao Zhou, Ruidong Wang, Yusheng Yang, Zizhen Qin, Yunxiao Chen, Chunjin Mu, Jinfu Liu, Daren Yu
2023 J jnl
Multivariable space-time correction for wind speed in numerical weather prediction (NWP) based on ConvLSTM and the prediction of probability interval.
Earth Sci. Informatics
Yunxiao Chen, Mingliang Bai, Yilan Zhang, Jinfu Liu, Daren Yu
2022 J jnl
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.
Mingliang Bai, Yunxiao Chen, Xinyu Zhao, Jinfu Liu, Daren Yu
2021 J jnl
Short-term probabilistic photovoltaic power forecast based on deep convolutional long short-term memory network and kernel density estimation.
CoRR
Mingliang Bai, Xinyu Zhao, Zhenhua Long, Jinfu Liu, Daren Yu
2020 J jnl
Structural risk minimization of rough set-based classifier.
Soft Comput.
Jinfu Liu, Mingliang Bai, Na Jiang, Daren Yu
2019 J jnl
A novel measure of attribute significance with complexity weight.
Appl. Soft Comput.
Jinfu Liu, Mingliang Bai, Na Jiang, Daren Yu