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.

Wodecki, Jacek; Góralczyk, Mateusz; Krot, Pavlo; Zietek, Bartlomiej; Szrek, Jaroslaw; Worsa-Kozak, Magdalena; Zimroz, Radoslaw; Sliwinski, Pawel; Czajkowski, Andrzej

Process Monitoring in Heavy Duty Drilling Rigs—Data Acquisition System and Cycle Identification Algorithms Journal Article

In: Energies, vol. 13, no. 24, pp. 6748, 2020.

Links | BibTeX | Tags: Analytics, Current analysis, Cycle detection, SafeMe4Mine, Time-Frequency Representation

3.

Krot, Pavlo; Sliwinski, Pawel; Zimroz, Radoslaw; Gomolla, Norbert

The identification of operational cycles in the monitoring systems of underground vehicles Journal Article

In: Measurement, vol. 151, pp. 107111, 2020.

Links | BibTeX | Tags: Analytics, Dump Trucks, MaMMa

4.

Krot, Pavlo; Zimroz, Radoslaw; Michalak, Anna; Wodecki, Jacek; Ogonowski, Szymon; Drozda, Michal; Jach, Marek

Development and Verification of the Diagnostic Model of the Sieving Screen Journal Article

In: Shock and Vibration, vol. 2020, pp. 1–14, 2020.

Links | BibTeX | Tags: Analytics, Mining, OPMO, Vibrating Screens, Vibration

5.

Worsa-Kozak, Magdalena; Zimroz, Radoslaw; Michalak, Anna; Wolkersdorfer, Christian; Wylomanska, Agnieszka; Kowalczyk, Marek

Groundwater Level Fluctuation Analysis in a Semi-Urban Area Using Statistical Methods and Data Mining Techniques - A Case Study in Wroclaw, Poland Journal Article

In: Applied Sciences, vol. 10, no. 10, pp. 3553, 2020.

Links | BibTeX | Tags: Analytics, Environment, Hydrogeology

6.

Schmidt, Stephan; Zimroz, Radoslaw; Chaari, Fakher; Heyns, Stephan P; Haddar, Mohamed

A Simple Condition Monitoring Method for Gearboxes Operating in Impulsive Environments Journal Article

In: Sensors, vol. 20, no. 7, pp. 2115, 2020.

Links | BibTeX | Tags: Analytics, Diagnostics, OPMO, Vibration

7.

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

8.

Hebda-Sobkowicz, Justyna; Zimroz, Radoslaw; Wylomanska, Agnieszka; Gola, Sebastian

Identification and statistical analysis of impulse-like patterns of carbon monoxide variation in deep underground mine Proceedings Article

In: AIP Conference Proceedings, pp. 020005, AIP Publishing LLC 2020.

Links | BibTeX | Tags: Analytics, Environment, Modeling

9.

Krot, Pavlo; Zimroz, Radoslaw

Failure analysis and modernization of high-pressure hydraulic press for drilling tubes testing Journal Article

In: Engineering Failure Analysis, vol. 117, pp. 104772, 2020.

Links | BibTeX | Tags: Analytics, Drilling, SafeMe4Mine

2019

10.

Kozlowski, Tomasz; Michalak, Anna; Zimroz, Radoslaw; Sliwinski, Pawel; Kaniewski, Tomasz

An Algorithm for Determining Unloading Cycles in Dump Truck Journal Article

In: IOP Conference Series: Earth and Environmental Science, vol. 362, pp. 012111, 2019.

Links | BibTeX | Tags: Analytics, Dump Trucks, MaMMa

11.

Sliwinski, Pawel; Andrzejewski, Marek; Kaniewski, Tomasz; Hebda-Sobkowicz, Justyna; Zimroz, Radosław

Selection of variables acquired by the on-board monitoring system to determine operational cycles for haul truck vehicle Proceedings Article

In: Mining Goes Digital - Proceedings of the 39th international symposium on Application of Computers and Operations Research in the Mineral Industry, pp. 525–533, Taylor and Francis, 2019.

BibTeX | Tags: Analytics, Haul Trucks

12.

Sliwinski, Pawel; Kaniewski, Tomasz; Hebda-Sobkowicz, Justyna; Zimroz, Radosław; Wylomanska, Agnieszka

Analysis of dynamic external loads to haul truck machine subsystems during operation in a deep underground mine Proceedings Article

In: Mining Goes Digital - Proceedings of the 39th international symposium on Application of Computers and Operations Research in the Mineral Industry, pp. 515–524, Taylor and Francis, 2019.

Links | BibTeX | Tags: Analytics, Haul Trucks

13.

Kaniewski, Tomasz; Sliwinski, Pawel; Hebda-Sobkowicz, Justyna; Zimroz, Radosław

Comprehensive, experimental verification of the effects of the lock-up function implementation in lhd haul trucks in the deep underground mine Proceedings Article

In: Mining Goes Digital - Proceedings of the 39th international symposium on Application of Computers and Operations Research in the Mineral Industry, pp. 506–514, Taylor and Francis, 2019.

BibTeX | Tags: Analytics, Haul Trucks

14.

Wodecki, Jacek; Hebda-Sobkowicz, Justyna; Mirek, Adam; Zimroz, Radoslaw; Wylomanska, Agnieszka

Combination of Principal Component Analysis and Time-Frequency Representation for P-Wave Arrival Detection Journal Article

In: Shock and Vibration, vol. 2019, pp. 7, 2019.

Links | BibTeX | Tags: Analytics, Principal Component Analysis, Seismic, Time-Frequency Representation, Vibration

15.

Kruczek, Piotr; Gomolla, Norbert; Hebda-Sobkowicz, Justyna; Michalak, Anna; Sliwinski, Pawel; Wodecki, Jacek; Stefaniak, Pawel; Wylomanska, Agnieszka; Zimroz, Radoslaw

Predictive maintenance of mining machines using advanced data analysis system based on the cloud technology Proceedings Article

In: pp. 459–470, Springer International Publishing, 2019.

Links | BibTeX | Tags: Analytics, Cloud technology, MaMMa

16.

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

Data acquisition system for position tracking and selected physiological and environmental parameters analysis to describe employee condition in underground mine Proceedings Article

In: pp. 241–248, Springer International Publishing, 2019.

Links | BibTeX | Tags: Analytics, Vibration

17.

Krot, Pavlo; Prykhodko, Igor; Raznosilin, Valentin; Zimroz, Radoslaw

Model Based Monitoring of Dynamic Loads and Remaining Useful Life Prediction in Rolling Mills and Heavy Machinery Proceedings Article

In: pp. 399-416, 2019, ISBN: 978-3-030-57745-2.

Links | BibTeX | Tags: Analytics, Bearing, MaMMa, Modeling

18.

Hebda-Sobkowicz, Justyna; Gola, Sebastian; Zimroz, Radoslaw; Wylomanska, Agnieszka

Identification and Statistical Analysis of Impulse-Like Patterns of Carbon Monoxide Variation in Deep Underground Mines Associated with the Blasting Procedure Journal Article

In: Sensors, vol. 19, no. 12, pp. 2757, 2019.

Links | BibTeX | Tags: Analytics, Environment, Modeling

2018

19.

Zimroz, Radoslaw; Wodecki, Jacek; Hebda-Sobkowicz, Justyna; Wylomanska, Agnieszka; Stefaniak, Pawel; Sliwinski, Pawel; Kaniewski, Tomasz

Mobile based vibration monitoring and its application to road quality monitoring in deep underground mine Proceedings Article

In: pp. 153–158, JVE International Ltd., 2018.

Links | BibTeX | Tags: Analytics, LHD, Vibration

20.

Wodecki, Jacek

Nonnegative Matrix Factorization of time frequency representation of vibration signal for local damage detection--comparison of algorithms Proceedings Article

In: pp. 00010, EDP Sciences, 2018.

Links | BibTeX | Tags: Analytics, Bearing, Nonnegative Matrix Factorization, Time-Frequency Representation, Vibration

21.

Wodecki, Jacek; Stefaniak, Pawel; Sliwinski, Pawel; Zimroz, Radoslaw

Multidimensional Data Segmentation Based on Blind Source Separation and Statistical Analysis Proceedings Article

In: pp. 353–360, Springer, 2018.

Links | BibTeX | Tags: Analytics, Independent Component Analysis

22.

Wodecki, Jacek; Michalak, Anna; Stefaniak, Pawel

Review of smoothing methods for enhancement of noisy data from heavy-duty LHD mining machines Proceedings Article

In: E3S Web of Conferences, pp. 00011, EDP Sciences, 2018.

Links | BibTeX | Tags: Analytics, LHD

2017

23.

Stefaniak, Pawel; Wodecki, Michal; Michalak, Anna

Association rules discovery from diagnostic data application to gearboxes used in mining industry Proceedings Article

In: pp. 103-108, 2017.

Links | BibTeX | Tags: Analytics, Gearbox, Vibration

24.

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

Automatic calculation of thresholds for load dependent condition indicators by modelling of probability distribution functions--maintenance of gearboxes used in mining conveying system Proceedings Article

In: pp. 67–72, JVE International Ltd., 2017.

Links | BibTeX | Tags: Analytics, DISIRE, Gearbox, Modeling, Vibration

2016

25.

Wodecki, Jacek; Wylomanska, Agnieszka; Poloczanski, Rafal; Zimroz, Radoslaw

A new segmentation method of roadheader signal based on the statistical analysis of waiting times Proceedings Article

In: pp. 59–64, JVE International Ltd., 2016.

BibTeX | Tags: Analytics, Clustering, Roadheader, Vibration

26.

Stefaniak, Pawel; Wodecki, Jacek; Zimroz, Radoslaw; Sliwinski, Pawel; Andrzejewski, Marek

The multivariate analysis of monitoring system data from mining drilling machine Proceedings Article

In: pp. 913–920, STEF92 Technology Ltd., 2016, ISSN: 1314-2704.

Links | BibTeX | Tags: Analytics, Drilling

2015

27.

Wodecki, Jacek; Stefaniak, Pawel; Wylomanska, Agnieszka; Zimroz, Radoslaw; Zak, Grzegorz

Segmentation algorithm of roadheader vibration signal based on the stable distribution parameters Proceedings Article

In: pp. 7–12, JVE International Ltd., 2015, ISSN: 2345-0533.

BibTeX | Tags: Analytics, Clustering, Roadheader, Vibration

2014

28.

Zimroz, Radoslaw; Wodecki, Jacek; Krol, Robert; Andrzejewski, Marek; Sliwinski, Pawel; Stefaniak, Pawel

Self-propelled mining machine monitoring system--data validation, processing and analysis Proceedings Article

In: pp. 1285–1294, Springer, 2014, ISSN: 978-3-319-02678-7.

Links | BibTeX | Tags: Analytics, LHD