基于时空相关预测的光伏功率爬坡率控制方法

61803315
2018
F0302.控制系统与应用
杜阳
青年科学基金项目
教授
西交利物浦大学
26万元
爬坡率控制;光伏预测;超短期预测
2019-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Multi-Step short-term power consumption forecasting with a hybrid deep learning strategy 期刊论文 Yan Ke;Wang Xudong;Du Yang;Jin Ning;Huang Haichao;Zhou Hangxia
2 Designing localized MPPT for PV systems using fuzzy-weighted extreme learning machine 期刊论文 Du Yang;Yan Ke;Ren Zixiao;Xiao Weidong
3 Power ramp-rates of utility-scale PV systems under passing clouds: Module-level emulation with cloud shadow modeling 期刊论文 Chen Xiaoyang;Du Yang;Lim Enggee;Wen Huiqing;Yan Ke;Kirtley James
4 Modeling and Evaluation of Real-Time Energy Management Systems for Microgrids 会议论文 Wilson G. Bow;Yang Du;Alan Louis
5 Sensor network based PV power nowcasting with spatio-temporal preselection for grid-friendly control 期刊论文 Chen Xiaoyang;Du Yang;Lim EngGee;Wen Huiqing;Jiang Lin
6 Short-Term Photovoltaic Power Forecasting Based on Long Short Term Memory Neural Network and Attention Mechanism 期刊论文 Zhou Hangxia;Zhang Yujin;Yang Lingfan;Liu Qian;Yan Ke;Du Yang
7 Design and Simulation of Peer-to-Peer Energy Trading Framework with Dynamic Electricity Price 会议论文 Bidan Zhang;Yang Du;Eng Gee Lim;Lin Jiang;Ke Yan
8 Deep Learning-Based Multi-Step Solar Forecasting for PV Ramp-Rate Control Using Sky Images 期刊论文 Wen，Haoran;Du，Yang;Chen，Xiaoyang;Lim，Enggee;Wen，Huiqing;Jiang，Lin;Xiang，Wei
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