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.

Date of Patent:
Apr. 24, 2018

Filed:

Jun. 12, 2015
Applicant:

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

Inventors:

Soumyadip Ghosh, Peekskill, NY (US);

Dung T. Phan, Ossining, NY (US);

Assignee:

Other;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G05B 13/02 (2006.01); G06F 17/50 (2006.01); G06F 17/10 (2006.01);
U.S. Cl.
CPC ...
G06F 17/5009 (2013.01); G06F 17/10 (2013.01); G06F 17/5004 (2013.01); G06F 17/509 (2013.01); G06F 2217/78 (2013.01); Y02E 40/76 (2013.01); Y02E 60/76 (2013.01); Y04S 10/545 (2013.01); Y04S 40/22 (2013.01);
Abstract

A method for solving a two-stage non-linear stochastic formulation for the economic dispatch problem under renewable-generation uncertainty. Certain generation decisions are made only in the first stage and fixed for the subsequent (second) stage, where the actual renewable generation is realized. The uncertainty in renewable output is captured by a finite number of scenarios. Any resulting supply-demand mis-match must then be alleviated using high marginal-cost power sources that can be tapped in short time frames. The solution implements two outer approximation algorithms to solve this nonconvex optimization problem to optimality including the application of a decomposition approach derived from the Alternating Direction Method of Multipliers (ADMM) algorithm.


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