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. 28, 2018

Filed:

Sep. 29, 2015
Applicant:

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

Inventors:

Bradley Eck, Dublin, IE;

Bissan Ghaddar, Dublin, IE;

Akihiro Kishimoto, Dublin, IE;

Joe Naoum-Sawaya, London, GB;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G05B 11/01 (2006.01); G05B 13/02 (2006.01); G05B 15/02 (2006.01); G06N 7/00 (2006.01); G06N 5/00 (2006.01); G05B 13/00 (2006.01);
U.S. Cl.
CPC ...
G05B 15/02 (2013.01); G05B 13/00 (2013.01); G06N 5/003 (2013.01); G06N 7/00 (2013.01);
Abstract

An apparatus, method and computer program product for scheduling on/off control of equipment. The method implements an iterative approach that uses one objective and sets a tolerance value on the other objectives. Initially, the method computes the value of the different objective functions given a current feasible solution. The different objective functions are iteratively evaluated with respect to the current solution and a margin is set for every objective at each iteration. The margin is a deviation measure indicating the acceptable range by which each objective can be worsened. The method iteratively optimizes each objective function with respect to one of the objectives, following an order, while enforcing a maximum deviation on the other objective functions by setting them as constraints. The allowable deviation margin is then decreased for all the objective functions. A final output schedule is provided from which signals may be generated to automatically turn on/off the equipment.


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