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25 April 2022 Research on the combined power forecasting of regional wind and photovoltaic power based on statistical upscaling
Zhenzhen Zhang, Qingquan Lv, Jianmei Zhang
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Proceedings Volume 12244, 2nd International Conference on Mechanical, Electronics, and Electrical and Automation Control (METMS 2022); 122444T (2022) https://doi.org/10.1117/12.2634833
Event: 2nd International Conference on Mechanical, Electronics, and Electrical and Automation Control (METMS 2022), 2022, Guilin, China
Abstract
In order to solve the problem of large-scale wind power grid connection in Gansu new energy base and alleviate operation and dispatching pressure, this paper puts forward the overall scheme of the combined forecasting system of regional wind and photovoltaic power based on the actual situation of wind farms and photovoltaic power stations. Then, this paper deeply studies on the combined forecasting algorithm of regional wind power and photovoltaic power. Finally, a regional wind farms and photovoltaic combined output power forecasting method based on statistical upscaling approach is presented.
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Zhenzhen Zhang, Qingquan Lv, and Jianmei Zhang "Research on the combined power forecasting of regional wind and photovoltaic power based on statistical upscaling", Proc. SPIE 12244, 2nd International Conference on Mechanical, Electronics, and Electrical and Automation Control (METMS 2022), 122444T (25 April 2022); https://doi.org/10.1117/12.2634833
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KEYWORDS
Photovoltaics
Wind energy
Solar energy
Statistical analysis
Mathematical modeling
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