Research

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2022

1.

Moosavi, Forough; Shiri, Hamid; Wodecki, Jacek; Wyłomańska, Agnieszka; Zimroz, Radoslaw

Application of Machine Learning Tools for Long-Term Diagnostic Feature Data Segmentation Journal Article

In: Applied Sciences, vol. 12, no. 13, 2022, ISSN: 2076-3417.

Links | BibTeX | Tags: condition monitoring, Heavy-tailed Distributions, Machine Learning, Modeling, MOIRA, Predicon, statistical analysis, Vibration

2021

2.

Goralczyk, Mateusz; Michalak, Anna; Sliwinski, Pawel

Drill bit deterioration estimation with the Random Forest Regressor Journal Article

In: IOP Conference Series: Earth and Environmental Science, vol. 942, no. 1, pp. 012013, 2021.

Links | BibTeX | Tags: drilling rig, Machine Learning, prediction, process performance, Random Forest Regressor, SafeMe4Mine