Photovoltaic System Power Generation Forecasting Based on Spiking Neural Network

Author:

Chen Tong,Sun Guoqiang,Wei Zhinong,Li Huijie,Cheung Kwok W.,Sun Yonghui

Publisher

Springer Berlin Heidelberg

Reference14 articles.

1. Zhengming Z, Yi L, Fanbo H (2011) Overview of Large-scale grid-connected photovoltaic power plants [J]. Autom Electr Power Syst 35(12):101–107

2. Ming D, Ningzhou X (2011) A method to forecast short-term output power of photovoltaic generation system based on Markov chain [J]. Power Syst Technol 35(1):152–157 (In Chinese)

3. Xuyang G, Kaigui Xie, Bo H et al (2013) A time-interval based probabilistic production simulation of power system with grid-connected photovoitaic generation [J]. Power Syst Technol 37(6):1499–1505 (In Chinese)

4. Jie S, Weijei L, Yongqian L et al (2012) Forecasting power output of photovoltaic systems based on weather classification and support vector machines [J]. IEEE Trans Ind Appl 48(3):1064–1069

5. Xiaoling Y, Junhua S, Jieyan Xu (2013) Short-term power forecasting for photovoltaic generation considering weather type index. Proc CSEE 33(34):57–64

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