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新型电力系统中长期电力需求趋势研究

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现代新经济的快速发展,新型电力系统的中长期电力需求预测成为新难题.本文结合电力需求的增长特性,利用S型生长曲线的非线性拟合对电力需求发展趋势进行建模,并考虑饱和电量对模型进行了修正,提出了一种广义Sigmoid函数的中长期负荷预测模型.通过云南历史数据的算例,验证了模型是通用有效的,可为后续中长期电力需求预测提供参考依据.
Research on Medium-and Long-term Power Demand Trend of New-type Power System
With the rapid development of the modern new economy,the medium-and long-term power demand forecasting of new power systems has become a new challenge.In this paper,combining the growth characteristics of power demand,modeling the power demand development trend by using the nonlinear fitting of the S-shaped growth curve,and correcting the model by considering the saturated power,a medium and long-term load forecasting model with a generalized Sigmoid function is proposed.The model is verified to be generalized and valid through the arithmetic example of Yunnan historical data,which can provide a reference basis for subsequent medium-and long-term power demand forecasting.

new-type power systemelectricity demand forecastingS-growth curvenonlinear fitting

王文飞、卢伟国、支刚、吴政声

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云南省电力设计院有限公司,云南昆明 650051

重庆大学电气工程学院,重庆 400044

新型电力系统 电力需求预测 S型生长曲线 非线性拟合

2024

云南电力技术
云南省电机工程学会 云南电力试验研究院(集团)有限公司电力研究院

云南电力技术

影响因子:0.244
ISSN:1006-7345
年,卷(期):2024.52(6)