WASTEWATER TREATMENT PLANT ONLINE MONITORING AND CONTROL

Patent №

US 10,046,995

Granted

2018-08-14

Filed 2014

Owner

GENERAL ELECTRIC COMPANY

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14234955

A method of operating a waste water treatment plant (WWTP) having at least one of an aerobic digester (AD) and a membrane bioreactor (MBR) is described. The method of operating AD is comprised of monitoring and controlling AD in real-time using an online extended Kalman filter (EKF) having a online dynamic model of AD. The EKF uses real-time AD measured data, and online dynamic model of AD to update adapted model parameters and estimate model based inferred variables for AD, which are used for AD control by AD control system having supervisory and low-level control layers. The method of operating MBR is similar to that of AD. The supervisory control ensures the WWTP satisfying the effluent quality requirement while minimize the operation cost. A WWTP having at least one of AD or MBR is disclosed. The method of operating a WWTP can be implemented using a computer.

Machine learningPlanningAI hardwareC02F 3/006C02F 1/66C02F 3/1268C02F 3/28C02F 3/2853C02F 3/30G01N 33/1826G01N 33/1866+21 more

AI classification

Planning1.00
Machine learning1.00
AI hardware1.00
Evolutionary computation0.11
Knowledge representation0.00
Vision0.00
Natural language0.00
Speech0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 322100324

Assignors

KUMAR, ADITYA, MURRAY, ANTHONY JOHN, SHI, RUJIE, WAN, ZHAOYANG, DOKUCU, MUSTAFA TEKIN, PRASAD, VIJAYSAI

On an employer assignment, the assignors are typically the inventors.

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