Wind Power Curve Model Combining Smoothed Spline with First-Order Moments and Density-Adjusted Wind Speed Strategy

Dongdong, Zhang; Lv, Kunye; Chen, Fengjie; Goh, Hui Hwang; Kurniawan, Tonni Agustiono; Hu, Ruifeng; Jiang, Meihui; Liu, Tianhao

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Wind Power Curve Model Combining Smoothed Spline with First-Order Moments and Density-Adjusted Wind Speed Strategy

33 Pages Posted: 12 Aug 2024

See all articles by Zhang Dongdong

Zhang Dongdong

Guangxi University - School of Electrical Engineering

Hui Hwang Goh

Guangxi University - School of Electrical Engineering

Tonni Agustiono Kurniawan

Xiamen University - College of the Environment and Ecology

Highlights• A Wind power curves model that combine smoothness, efficiency, and high accuracy is developed• An air density-adjusted wind speed strategy is proposed• An alternative to full dataset modeling with first-order moments is presented• Comparative analysis of operational data from various wind farms to demonstrate the reliability of the developed models

Keywords: Wind power curves, Density-adjusted wind speed, Meteorological factors, First-order moments, Smooth Spline

Suggested Citation: Suggested Citation

Dongdong, Zhang and Lv, Kunye and Chen, Fengjie and Goh, Hui Hwang and Kurniawan, Tonni Agustiono and Hu, Ruifeng and Jiang, Meihui and Liu, Tianhao, Wind Power Curve Model Combining Smoothed Spline with First-Order Moments and Density-Adjusted Wind Speed Strategy. Available at SSRN: https://ssrn.com/abstract=4923822