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:
Apr. 12, 2022
Filed:
Aug. 02, 2016
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Hendrik F. Hamann, Yorktown Heights, NY (US);
Ildar Khabibrakhmanov, Syosset, NY (US);
Younghun Kim, White Plains, NY (US);
Siyuan Lu, Yorktown Heights, NY (US);
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G01W 1/10 (2006.01); G06N 20/00 (2019.01); G01W 1/12 (2006.01);
U.S. Cl.
CPC ...
G01W 1/10 (2013.01); G01W 1/12 (2013.01); G06N 20/00 (2019.01);
Abstract
Methods and systems for predicting irradiance include learning a classification model using unsupervised learning based on historical irradiance data. The classification model is updated using supervised learning based on an association between known cloudiness states and historical weather data. A cloudiness state is predicted based on forecasted weather data. An irradiance is predicted using a regression model associated with the cloudiness state.