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Iurii Katser

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Iurii Katser

Quality Issues in Industrial Time Series Data

The purpose of the article is to review existing problems and quality issues in industrial data of time series type.

Jun 9, 2022

Quality Issues in Industrial Time Series Data

Jun 9, 2022

Iurii Katser

How to Determine the Remaining Useful Life (RUL) of Industrial Equipement Using Python and Machine…

Scope: The objective of writing this article was to set the remaining useful life (RUL) problem, with data, and show an approach to it, and…

Sep 8, 2023

How to Determine the Remaining Useful Life (RUL) of Industrial Equipement Using Python and Machine…

Sep 8, 2023

Iurii Katser

All you want to know about determining remaining useful life (RUL) of industrial equipment

This articles enlightens all the details regarding the RUL problem.

Jun 15, 2023

All you want to know about determining remaining useful life (RUL) of industrial equipment

Jun 15, 2023

Iurii Katser

Experience in ML and AI-based industrial projects and electrolyzer state monitoring

Electroliser monitoring models development process

Oct 3, 2022

Experience in ML and AI-based industrial projects and electrolyzer state monitoring

Oct 3, 2022

Iurii Katser

A Review of Anomaly Detection Metrics (with a lot of related information)

To help solve the problem of inappropriate metric selection, we provide a review of AD metrics

Jul 12, 2022

A Review of Anomaly Detection Metrics (with a lot of related information)

Jul 12, 2022

Iurii Katser
in
Product AI

RUL Determining for Continuous Casting Machine Mold Sleeve

Solution by: waico.ru

Nov 30, 2021

RUL Determining for Continuous Casting Machine Mold Sleeve

Nov 30, 2021

Iurii Katser
in
Product AI

Anomaly Detection and RUL determining in NPP Power Transformers

Solution by: waico.ru

Nov 29, 2021

Anomaly Detection and RUL determining in NPP Power Transformers

Nov 29, 2021

Iurii Katser
in
Product AI

Effects from ML Solutions on Manufactoring Industry

We provide a taxonomy of the effects AI and ML bring to the manufacturing industry.

Nov 21, 2021

Effects from ML Solutions on Manufactoring Industry

Nov 21, 2021

Iurii Katser
in
Product AI

Taxonomy of Fault Detection and Diagnosis Methods

According to the technical review of the IAEA [1], “a fault is an abnormal deviation in the condition of at least one piece of equipment or…

Oct 11, 2021

Taxonomy of Fault Detection and Diagnosis Methods

Oct 11, 2021

Iurii Katser
in
Product AI

Fault Detection and RUL Determination for Granulation Machines

Solution by

Sep 23, 2021

Fault Detection and RUL Determination for Granulation Machines

Sep 23, 2021

Iurii Katser

Iurii Katser

Lead DS | Ph.D. alumnus | Researcher | Lecturer. Time-series analysis, Anomaly detection, Industrial data processing

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