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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.:

US 9857778 B1

PDFFull Text
Expired
Date of Patent:
Jan. 02, 2018

Filed:

Oct. 07, 2016

Forecasting solar power generation using real-time power data, weather data, and complexity-based similarity factors

Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Ildar Khabibrakhmanov, Syosset, NY (US);

Tarun Kumar, Mohegan Lake, NY (US);

Mark A. Lavin, Katonah, NY (US);

Rui Zhang, Ossining, NY (US);

Assignee:

INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);

Attorneys:

Canton Colburn LLP

David Quinn

Primary Examiner:

Mohammad Ali

Assistant Examiner:

Bernard G Lindsay

Int. Cl.
CPC ...
G06Q 50/06 (2012.01); G05B 13/02 (2006.01); G06F 17/30 (2006.01); G01W 1/10 (2006.01);
U.S. Cl.
CPC ...
G05B 13/026 (2013.01); G01W 1/10 (2013.01); G06F 17/30551 (2013.01); G05B 2219/2639 (2013.01);
Abstract

Embodiments are directed to a computer-implemented method, computer system, and computer program product of forecasting power generation. The method includes analyzing a set of historical power generation data. Thereafter a set of clusters is determined wherein each cluster of the set of clusters represents power generated during the time period. Then receiving actual power generation data for a portion of the time period. Thereafter, determining which cluster of the set of clusters contains historical power generation data that is most similar to the actual power generation data. Then forecasting power generation for a remainder of the time period, using the historical power generation data of the cluster.

Find Patent Forward Citations

Khabibrakhmanov, Ildar. (2018). Forecasting solar power generation using real-time power data, weather data, and complexity-based similarity factors (U.S. Patent No. 9857778). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/9857778

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