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:
Jun. 25, 2019

Filed:

Aug. 26, 2015
Applicant:

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

Inventors:

Segev E Wasserkrug, Haifa, IL;

Alexander Zadorojniy, Haifa, IL;

Sergey Zeltyn, Haifa, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06N 7/00 (2006.01); G01N 33/18 (2006.01); G06Q 40/00 (2012.01); C02F 3/00 (2006.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); C02F 3/006 (2013.01); G01N 33/18 (2013.01); G01N 33/182 (2013.01); G06Q 40/12 (2013.12); C02F 2209/006 (2013.01); C02F 2209/008 (2013.01); C02F 2209/16 (2013.01); C02F 2209/18 (2013.01); C02F 2209/22 (2013.01); C02F 2209/40 (2013.01); G06N 5/04 (2013.01);
Abstract

A method for wastewater treatment that comprises receiving influent readings from sensors located along influent stream(s) of a wastewater treatment unit, effluent readings from sensors located along effluent stream(s) of the wastewater treatment unit, a feedback flow variable calculated according to a state of a feedback flow channel between an effluent output and an influent input, analyzing the influent readings and the effluent readings to extract an influent flow variable, a total nitrogen at effluent variable and a total phosphorus at effluent variable, and calculating control instructions to control the wastewater treatment unit by assigning a combination of a cost variable reflecting a treatment cost for treating the influent stream(s), a time period, the influent flow variable, the total nitrogen at effluent variable, the total phosphorus at effluent variable, and the feedback flow variable in a state space of the wastewater treatment unit.


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