Research

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2022

1.

Dabek, Przemyslaw; Szrek, Jaroslaw; Zimroz, Radoslaw; Wodecki, Jacek

An Automatic Procedure for Overheated Idler Detection in Belt Conveyors Using Fusion of Infrared and RGB Images Acquired during UGV Robot Inspection Journal Article

In: Energies, vol. 15, no. 2, pp. 601, 2022.

Links | BibTeX | Tags: AMICOS, Analytics, bearings, condition monitoring, damge, Diagnostics, fault detection, Measurements, Mining, mobile robot, Processing, Remote sensing, Robotics, Temperature, thermal hazard

2020

2.

Szrek, Jaroslaw; Wodecki, Jacek; Blazej, Ryszard; Zimroz, Radoslaw

An Inspection Robot for Belt Conveyor Maintenance in Underground Mine—Infrared Thermography for Overheated Idlers Detection Journal Article

In: Applied Sciences, vol. 10, no. 14, pp. 4984, 2020.

Links | BibTeX | Tags: AMICOS, Diagnostics, Mining, Temperature

3.

Grzesiek, Aleksandra; Zimroz, Radoslaw; Sliwinski, Pawel; Gomolla, Norbert; Wylomanska, Agnieszka

Long term belt conveyor gearbox temperature data analysis – Statistical tests for anomaly detection Journal Article

In: Measurement, vol. 165, pp. 108124, 2020.

Links | BibTeX | Tags: Analytics, Diagnostics, Gearbox, MaMMa, Temperature

2019

4.

Michalak, Anna; Sliwinski, Pawel; Kaniewski, Tomasz; Wodecki, Jacek; Stefaniak, Pawel; Wylomanska, Agnieszka; Zimroz, Radoslaw

Condition monitoring for LHD machines operating in underground mine -- analysis of long-term diagnostic data Proceedings Article

In: pp. 471–480, Springer International Publishing, 2019.

Links | BibTeX | Tags: Diagnostics, LHD, Temperature

5.

Migdal, Wieslaw; Wodecki, Jacek; Wuczynski, Maciej; Stefaniak, Pawel; Wylomanska, Agnieszka; Zimroz, Radoslaw

Long term temperature data analysis for damage detection in electric motor bearings with density modeling and Bhattacharyya distance Proceedings Article

In: pp. 151–159, Springer International Publishing, 2019.

Links | BibTeX | Tags: Diagnostics, Electric motor, Temperature

2018

6.

Wodecki, Jacek; Stefaniak, Pawel; Polak, Marta; Zimroz, Radoslaw

Unsupervised Anomaly Detection for Conveyor Temperature SCADA Data Proceedings Article

In: pp. 361–369, Springer, 2018.

Links | BibTeX | Tags: Clustering, Diagnostics, DISIRE, Gearbox, Temperature

7.

Wodecki, Jacek; Stefaniak, Pawel; Michalak, Anna; Wylomanska, Agnieszka; Zimroz, Radoslaw

Technical condition change detection using Anderson--Darling statistic approach for LHD machines--engine overheating problem Journal Article

In: International Journal of Mining, Reclamation and Environment, vol. 32, no. 6, pp. 392-400, 2018.

Links | BibTeX | Tags: Diagnostics, LHD, Temperature

2017

8.

Wodecki, Jacek; Stefaniak, Pawel; Sawicki, Mateusz; Zimroz, Radoslaw

Application of Independent Component Analysis in Temperature Data Analysis for Gearbox Fault Detection Proceedings Article

In: pp. 187–198, Springer, 2017, ISBN: 978-3-319-51444-4.

Links | BibTeX | Tags: Diagnostics, DISIRE, Gearbox, Independent Component Analysis, Temperature

2016

9.

Wodecki, Jacek; Stefaniak, Pawel K; Sliwinski, Pawel; Andrzejewski, Marek

Condition monitoring of loading-haulage-dumping machines based on long-term analysis of temperature data Proceedings Article

In: pp. 157–164, STEF92 Technology Ltd., 2016, ISSN: 1314-2704.

Links | BibTeX | Tags: Diagnostics, LHD, Temperature