Explainable steel quality prediction system based on gradient boosting decision trees

J Takalo-Mattila, M Heiskanen, V Kyllönen… - IEEE …, 2022 - ieeexplore.ieee.org
The steelmaking industry is one of the most energy-intensive industries and is responsible
for 4% of the world's total greenhouse gas emissions. Solutions to improve operational …

Mathematic model of the general approach to tolerance control in quality assessment

O Kupriyanov, R Trishch, D Dichev… - … Conference on Advanced …, 2021 - Springer
A mathematical model for the numerical determination of the quality indicator value allowing
one to obtain non-dimensional values in the range from minus infinity to 1 (the maximum …

Evidence-based and explainable smart decision support for quality improvement in stainless steel manufacturing

H Tiensuu, S Tamminen, E Puukko, J Röning - Applied Sciences, 2021 - mdpi.com
This article demonstrates the use of data mining methods for evidence-based smart decision
support in quality control. The data were collected in a measurement campaign which …

A tool for finding inclusion clusters in steel SEM specimens

AM Wartiainen, M Harju, S Tamminen, L Määttä… - Open …, 2020 - degruyter.com
Non-metallic inclusions, especially large or clustered inclusions, in steel are usually harmful.
Thus, the microscopic analysis of test specimens is an important part of the quality control …

Intelligent methods for root cause analysis behind the center line deviation of the steel strip

H Tiensuu, S Tamminen, O Haapala, J Röning - Open Engineering, 2020 - degruyter.com
This article presents a statistical prediction model-based intelligent decision support tool for
center line deviation monitoring. Data mining methods enable the data driven …

Sistema de supervisão em Python capaz de identificar características referentes à laminação de metal

MV Simões - 2022 - repositorio.unesp.br
A necessidade de melhoria do processo industrial da laminação de metal de forma a
otimizar o tempo de entrega de um produto ao cliente foi o ponto de partida da idealização …

Back-end reference architecture for smart water meter data gathering service

J Jokio - 2020 - oulurepo.oulu.fi
The Finnish waterworks industry is on the brink of digitalization. Currently, many of them
have started to convert their water meters to smart water meters. However, there is yet no …