METHOD AND SYSTEM FOR ESTIMATING CORROSION INHIBITOR CONCENTRATION USING A MULTI-ELECTRODE ARRAY SENSOR

Patent №

US 11,699,505

Granted

2023-07-11

Filed 2019

Owner

TATA CONSULTANCY SERVICES LIMITED

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16699518

There is a demand for low-cost robust method to detect corrosion for estimating corrosion inhibitor (CI) concentration sensing. This disclosure herein relates to method and system for estimating corrosion inhibitor (CI) concentration using a multi-electrode array sensor. The method initially obtains a plurality of electrochemical signals using the multi-electrode array sensor from the corroding environment. Further, the plurality of electrochemical signals are analyzed to obtain a plurality of parameters. Further, the method analyses a plurality of features from the plurality of parameters for estimating the corrosion inhibitor (CI) concentration using a trained machine learning model. The method is capable of estimating the corrosion inhibitor concentration of any unknown liquid using the regression model and the classification model.

Machine learningVisionAI hardwareG16C 20/70G01N 17/02G06N 7/01G06N 20/00G16C 20/30

AI classification

Machine learning1.00
AI hardware1.00
Vision0.89
Knowledge representation0.42
Planning0.04
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

TATA CONSULTANCY SERVICES LIMITED

assignment · 511490227

Assignors

PANDAKANAMARLAPUDI, VENKATA MURALIDHAR, DINGARI, NAGA NEEHAR, DESHPANDE, PARIJAT, DUTTA, JAYITA, MAITI, SOUMYADLPTA, RAI, BEENA

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

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