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:
Aug. 30, 2016

Filed:

Sep. 17, 2012
Applicants:

Yan LU, West Windsor, NJ (US);

Ling Shen, Cherry Hill, NJ (US);

Jianmin Zhu, Piscataway, NJ (US);

Inventors:

Yan Lu, West Windsor, NJ (US);

Ling Shen, Cherry Hill, NJ (US);

Jianmin Zhu, Piscataway, NJ (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 13/04 (2006.01); G06F 17/50 (2006.01); G06N 3/12 (2006.01); G06Q 10/04 (2012.01); G06Q 50/06 (2012.01);
U.S. Cl.
CPC ...
G05B 13/04 (2013.01); G06F 17/5009 (2013.01); G06N 3/126 (2013.01); G06Q 10/04 (2013.01); G06Q 50/06 (2013.01);
Abstract

In order to reduce computation time and cost involved with determining one or more optimal parameters for a pre-cooling strategy, for a modeled system, a two-step genetic algorithms is used to optimize energy consumption of the modeled system with respect to cost of the energy consumption. A first step of the two-step genetic algorithms determines a population of potential solutions that are used to initialize a second step of the two-step genetic algorithm. The second step of the two-step genetic algorithm determines the one or more optimal parameters for the pre-cooling strategy from the population output by the first genetic algorithm.


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