电器与能效管理技术Issue(4)：41-45,5.DOI:10.16628/j.cnki.2095-8188.2017.04.009
基于改进分数阶卡尔曼滤波的光伏发电功率预测算法
Prediction Algorithm of Photovoltaic Power Based on Modified Fractional Kalman Filter
摘要
Abstract
The fractional theory was applied into the photovoltaic power prediction.The analysis of the fractional system and fractional order difference equation was carried out.The photovoltaic power generation data was evaluated by the fractional order characteristic equations.The photovoltaic power prediction algorithm based on modified fractional Kalman filter was proposed.The accuracy of the proposed method is verified by the filed data, which meets the requirements of engineering application.关键词
分数阶理论/卡尔曼滤波/改进分数阶模型/光伏发电/功率预测Key words
fractional theory/Kalman filter/modified fractional model/photovoltaic power generation/power prediction分类
信息技术与安全科学引用本文复制引用
周志兵..基于改进分数阶卡尔曼滤波的光伏发电功率预测算法[J].电器与能效管理技术,2017,(4):41-45,5.基金项目
国家重点研发计划(2016YFB0901100) （2016YFB0901100）
