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兰州大学机构库

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基于机器学习和群智能的超短期风速及太阳辐射订正预报研究 学位论文
理学博士, 兰州: 兰州大学, 2023
Authors:  段济开
Favorite  |    Submit date：2023/11/15
WRF模式  WRF model  风速预报  wind speed forecast  太阳辐射预报  solar radiation forecast  订正预报  correction forecast  组合预报  combination forecast  机器学习  machine learning  群智能  swarm intelligence  
Ensemble Machine Learning Method for Photovoltaic Power Forecasting 会议论文
2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
Authors:  Q. Zhou;  X. Tang;  Q. Lv;  Z. Li;  J. Shen;  J. Wang;  B. Yong
Favorite  |    Submit date：2023/07/18
Photovoltaic power prediction  Smart grid  XG-Boost  
RTPV系统中辐射器的优化设计 学位论文
工程硕士, 兰州: 兰州大学, 2023
Authors:  秦田民
Favorite  |    Submit date：2023/11/15
同位素热光伏  Radioisotope thermophotovoltaic  微结构辐射器  Microstructure Emitter  时域有限差分法  Finite-difference time-domain  粒子群优化算法  Particle swarm optimization  优化设计  Optimization design  
A multistep short-term solar radiation forecasting model using fully convolutional neural networks and chaotic aquila optimization combining WRF-Solar model results 期刊论文
ENERGY, 2023, 卷号: 271
Authors:  Duan, Jikai;  Zuo, HC(左洪超);  Bai, Yulong;  Chang, Mingheng;  Chen, Xiangyue;  Wang, Wenpeng;  Ma, L(马磊);  Chen, BL(陈伯龙)
Favorite  |    Submit date：2023/04/12
Convolutional neural networks  Electric load dispatching  Forecasting  Multilayer neural networks  Optimization  Solar energy  Solar power generation  Solar radiation  Chaotic aquila optimization  Chaotics  Convolutional networks  Fully convolutional network  Multisteps  Optimisations  Solar modeling  Solar radiation forecasting  Solar radiation predictions  WRF-solar  
A multistep short-term solar radiation forecasting model using fully convolutional neural networks and chaotic aquila optimization combining WRF-Solar model results 期刊论文
ENERGY, 2023, 卷号: 271
Authors:  Duan, Jikai;  Zuo, HC(左洪超);  Bai, Yulong;  Chang, Mingheng;  Chen, Xiangyue;  Wang, Wenpeng;  Ma, L(马磊);  Chen, BL(陈伯龙)
Favorite  |    Submit date：2023/04/12
Solar radiation forecasting  Fully convolutional networks  Chaotic aquila optimization  WRF-solar  
A multistep short-term solar radiation forecasting model using fully convolutional neural networks and chaotic aquila optimization combining WRF-Solar model results 期刊论文
ENERGY, 2023, 卷号: 271
Authors:  Duan, Jikai;  Zuo, HC(左洪超);  Bai, Yulong;  Chang, Mingheng;  Chen, Xiangyue;  Wang, Wenpeng;  Ma, L(马磊);  Chen, BL(陈伯龙)
Favorite  |    Submit date：2023/05/25
Convolutional neural networks  Electric load dispatching  Forecasting  Multilayer neural networks  Optimization  Solar energy  Solar power generation  Solar radiation  Chaotic aquila optimization  Chaotics  Convolutional networks  Fully convolutional network  Multisteps  Optimisations  Solar modeling  Solar radiation forecasting  Solar radiation predictions  WRF-solar  
A multistep short-term solar radiation forecasting model using fully convolutional neural networks and chaotic aquila optimization combining WRF-Solar model results 期刊论文
ENERGY, 2023, 卷号: 271
Authors:  Duan, Jikai;  Zuo, HC(左洪超);  Bai, Yulong;  Chang, Mingheng;  Chen, Xiangyue;  Wang, Wenpeng;  Ma, L(马磊);  Chen, BL(陈伯龙)
Favorite  |    Submit date：2023/05/25
Solar radiation forecasting  Fully convolutional networks  Chaotic aquila optimization  WRF-solar  
A multistep short-term solar radiation forecasting model using fully convolutional neural networks and chaotic aquila optimization combining WRF-Solar model results 期刊论文
ENERGY, 2023, 卷号: 271
Authors:  Duan, Jikai;  Zuo, HC(左洪超);  Bai, Yulong;  Chang, Mingheng;  Chen, Xiangyue;  Wang, Wenpeng;  Ma, L(马磊);  Chen, BL(陈伯龙)
Favorite  |    Submit date：2023/07/18
Convolutional neural networks  Electric load dispatching  Forecasting  Multilayer neural networks  Optimization  Solar energy  Solar power generation  Solar radiation  Chaotic aquila optimization  Chaotics  Convolutional networks  Fully convolutional network  Multisteps  Optimisations  Solar modeling  Solar radiation forecasting  Solar radiation predictions  WRF-solar  
Short-term photovoltaic power forecasting method based on irradiance correction and error forecasting 期刊论文
Energy Reports, 2021, 卷号: 7, 页码: 5495-5509
Authors:  Ma, Yanhong;  Lv, Qingquan;  Zhang, Ruixiao;  Zhang, Yanqi;  Zhu, Honglu;  Yin, Wansi
Favorite  |    Submit date：2021/12/15
Irradiance correction  Model optimization  Error forecasting  Short-term forecasting  
Research on Statistical Downscaling Method of Meteorological Data Based on Photovoltaic Power Forecast 会议论文
2021 IEEE 4th International Electrical and Energy Conference (CIEEC)
Authors:  Y. Jin;  D. Wang;  R. Zhang;  H. Dong
Favorite  |    Submit date：2021/12/14
Lanzhou Jiaotong University,School of Automation and Electrical Engineering,Lanzhou,China  Statistical downscaling  Electric Power Research Institute of State Grid Gansu Electric Power Company,Lanzhou,China  numerical weather forecast products  Lanzhou Jiaotong University,School of Automation and Electrical Engineering,Lanzhou,China  forecast factors  Lanzhou Jiaotong University,School of New Energy & Power Engineering,Lanzhou,China