The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 02, 2021
Filed:
May. 30, 2018
Tsinghua University, Beijing, CN;
Beijing Tsintergy Technology Co., Ltd., Beijing, CN;
Haiwang Zhong, Beijing, CN;
Jianxiao Wang, Beijing, CN;
Yang Wang, Beijing, CN;
Xiaowen Lai, Beijing, CN;
Qing Xia, Beijing, CN;
Chongqing Kang, Beijing, CN;
TSINGHUA UNIVERSITY, Beijing, CN;
BEIJING TSINTERGY TECHNOLOGY CO., LTD., Beijing, CN;
Abstract
The present disclosure provides a method and an apparatus for photovoltaic power forecast based on numerical weather prediction. The method includes: determining a historical key weather feature matrix and a prediction key weather feature matrix; determining a historical weather data matrix and a prediction weather data matrix; determining a historical input matrix and a prediction input matrix; combining the historical input matrix and the prediction input matrix; performing singular value decomposition on the combined input matrix to obtain a principal component feature matrix; determining K principal component features corresponding to K historical time periods having the nearest Manhattan distances with the prediction time period; acquiring a fitting relationship according to the K principal component features and K photovoltaic powers corresponding to the K historical time periods; inputting the principal component feature corresponding to the prediction time period to the fitting relationship to obtain a photovoltaic power.