Research

@inproceedings{sliwinski2019selection,

title = {Selection of variables acquired by the on-board monitoring system to determine operational cycles for haul truck vehicle},

author = {Pawel Sliwinski and Marek Andrzejewski and Tomasz Kaniewski and Justyna Hebda-Sobkowicz and Radosław Zimroz},

year  = {2019},

date = {2019-09-30},

booktitle = {Mining Goes Digital - Proceedings of the 39th international symposium on Application of Computers and Operations Research in the Mineral Industry},

volume = {2019},

pages = {525--533},

publisher = {Taylor and Francis},

keywords = {Analytics, Haul Trucks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sliwinski2019analysis,

title = {Analysis of dynamic external loads to haul truck machine subsystems during operation in a deep underground mine},

author = {Pawel Sliwinski and Tomasz Kaniewski and Justyna Hebda-Sobkowicz and Radosław Zimroz and Agnieszka Wylomanska},

doi = {10.1201/9780429320774-59},

year  = {2019},

date = {2019-09-30},

booktitle = {Mining Goes Digital - Proceedings of the 39th international symposium on Application of Computers and Operations Research in the Mineral Industry},

volume = {2019},

pages = {515--524},

publisher = {Taylor and Francis},

keywords = {Analytics, Haul Trucks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kaniewski2019comprehensive,

title = {Comprehensive, experimental verification of the effects of the lock-up function implementation in lhd haul trucks in the deep underground mine},

author = {Tomasz Kaniewski and Pawel Sliwinski and Justyna Hebda-Sobkowicz and Radosław Zimroz},

year  = {2019},

date = {2019-09-30},

booktitle = {Mining Goes Digital - Proceedings of the 39th international symposium on Application of Computers and Operations Research in the Mineral Industry},

volume = {2019},

pages = {506--514},

publisher = {Taylor and Francis},

keywords = {Analytics, Haul Trucks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{antila2019machinery,

title = {Machinery noise source identification with deep learning},

author = {Marko Antila and Seppo Rantala and Jari Kataja and Lasse Lamula and Heikki Isomoisio and Radosław Zimroz and Jacek Wodecki and Agnieszka Wyłomańska},

url = {https://www.ingentaconnect.com/content/ince/incecp/2019/00000259/00000005/art00045#trendmd-suggestions},

year  = {2019},

date = {2019-09-30},

booktitle = {INTER-NOISE and NOISE-CON Congress and Conference Proceedings},

volume = {259},

pages = {4435--4440},

publisher = {Institute of Noise Control Engineering},

keywords = {Diagnostics, Independent Component Analysis, OPMO, Time-Frequency Representation, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{zimroz2019why,

title = {Why should inspection robots be used in deep underground mines?},

author = {Radoslaw Zimroz and Marco Hutter and Michael Mistry and Pawel Stefaniak and Krzysztof Walas and Jacek Wodecki},

doi = {10.1007/978-3-319-99220-4_42},

year  = {2019},

date = {2019-01-01},

journal = {Proceedings of 27th International Symposium on Mine Planning and Equipment Selection},

pages = {497--507},

publisher = {Springer International Publishing},

keywords = {Robotics, THING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kruczek2019multi,

title = {Multi-fault diagnosis based on bi-frequency cyclostationary maps clustering},

author = {Piotr Kruczek and Jacek Wodecki and Agnieszka Wylomanska and Radoslaw Zimroz and Konstantinos Gryllias},

url = {https://www.researchgate.net/publication/327779575_Multi-fault_diagnosis_based_on_bi-frequency_cyclostationary_maps_clustering},

year  = {2019},

date = {2019-01-01},

journal = {Proceedings of International Conference on Noise and Vibration Engineering (ISMA2018)},

pages = {981--990},

publisher = {KU Leuven},

keywords = {Clustering, Cyclic Spectral Coherence, Cyclostationarity, Diagnostics, Gearbox, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{michalak2019optimal,

title = {Optimal frequency band selection via stationarity testing in time frequency domain},

author = {Anna Michalak and Agnieszka Wylomanska and Jacek Wodecki and Radoslaw Zimroz and Konstantinos Gryllias},

year  = {2019},

date = {2019-01-01},

journal = {Proceedings of International Conference on Noise and Vibration Engineering (ISMA2018)},

pages = {919--928},

publisher = {KU Leuven},

keywords = {Diagnostics, Selector, Time-Frequency Representation, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kruczek2019predictive,

title = {Predictive maintenance of mining machines using advanced data analysis system based on the cloud technology},

author = {Piotr Kruczek and Norbert Gomolla and Justyna Hebda-Sobkowicz and Anna Michalak and Pawel Sliwinski and Jacek Wodecki and Pawel Stefaniak and Agnieszka Wylomanska and Radoslaw Zimroz},

doi = {10.1007/978-3-319-99220-4_38},

year  = {2019},

date = {2019-01-01},

journal = {Proceedings of 27th International Symposium on Mine Planning and Equipment Selection},

pages = {459--470},

publisher = {Springer International Publishing},

keywords = {Analytics, Cloud technology, MaMMa},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{stefaniak2019data,

title = {Data acquisition system for position tracking and selected physiological and environmental parameters analysis to describe employee condition in underground mine},

author = {Pawel Stefaniak and Jacek Wodecki and Anna Michalak and Agnieszka Wylomanska and Radoslaw Zimroz},

doi = {10.1007/978-3-319-99903-6_21},

year  = {2019},

date = {2019-01-01},

journal = {Proceedings of 27th International Symposium on Mine Planning and Equipment Selection},

pages = {241--248},

publisher = {Springer International Publishing},

keywords = {Analytics, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{michalak2019condition,

title = {Condition monitoring for LHD machines operating in underground mine -- analysis of long-term diagnostic data},

author = {Anna Michalak and Pawel Sliwinski and Tomasz Kaniewski and Jacek Wodecki and Pawel Stefaniak and Agnieszka Wylomanska and Radoslaw Zimroz},

doi = {10.1007/978-3-319-99220-4_39},

year  = {2019},

date = {2019-01-01},

journal = {Proceedings of 27th International Symposium on Mine Planning and Equipment Selection},

pages = {471--480},

publisher = {Springer International Publishing},

keywords = {Diagnostics, LHD, Temperature},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{migdal2019long,

title = {Long term temperature data analysis for damage detection in electric motor bearings with density modeling and Bhattacharyya distance},

author = {Wieslaw Migdal and Jacek Wodecki and Maciej Wuczynski and Pawel Stefaniak and Agnieszka Wylomanska and Radoslaw Zimroz},

doi = {10.1007/978-3-030-11220-2_16},

year  = {2019},

date = {2019-01-01},

journal = {Advances in Condition Monitoring of Machinery in Non-Stationary Operations},

volume = {15},

pages = {151--159},

publisher = {Springer International Publishing},

keywords = {Diagnostics, Electric motor, Temperature},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2019local,

title = {Local termination criterion for impulsive component detection using progressive genetic algorithm},

author = {Jacek Wodecki and Anna Michalak and Agnieszka Wylomanska and Radoslaw Zimroz},

doi = {10.1007/978-3-030-11220-2_39},

year  = {2019},

date = {2019-01-01},

journal = {Advances in Condition Monitoring of Machinery in Non-Stationary Operations},

volume = {15},

pages = {382--389},

publisher = {Springer International Publishing},

keywords = {Bearing, Diagnostics, Progressive Genetic Algorithm, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{michalak2019integration,

title = {Integration approach for local damage detection of vibration signal from gearbox based on KPSS test},

author = {Anna Michalak and Agnieszka Wylomanska and Jacek Wodecki and Radoslaw Zimroz},

doi = {10.1007/978-3-030-11220-2_34},

year  = {2019},

date = {2019-01-01},

journal = {Advances in Condition Monitoring of Machinery in Non-Stationary Operations},

volume = {15},

pages = {330--339},

publisher = {Springer International Publishing},

keywords = {Diagnostics, Gearbox, Integration, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gorniak2019development,

title = {Development of a GIS System Prototype for Spatiotemporal Analysis of Seismic Events},

author = {Justyna Gorniak-Zimroz and Agnieszka Wylomanska and Pawel Stefaniak and Anna Michalak},

doi = {doi:10.1088/1755-1315/221/1/012059},

year  = {2019},

date = {2019-01-01},

booktitle = {IOP Conference Series: Earth and Environmental Science},

volume = {221},

number = {1},

pages = {1--10},

organization = {IOP Publishing},

keywords = {Environment},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bielak2019application,

title = {The application of correlation models for the analysis of market risk factors in KGHM capital group},

author = {Lukasz Bielak and Pawel Mista and Anna Michalak and Agnieszka Wylomanska},

year  = {2019},

date = {2019-01-01},

booktitle = {Mining goes Digital: Proceedings of the 39th International Symposium'Application of Computers and Operations Research in the Mineral Industry'(APCOM 2019), June 4-6, 2019, Wroclaw, Poland},

pages = {38},

organization = {CRC Press},

keywords = {Economy, Rank correlation, Risk factors},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{inproceedings,

title = {Model Based Monitoring of Dynamic Loads and Remaining Useful Life Prediction in Rolling Mills and Heavy Machinery},

author = {Pavlo Krot and Igor Prykhodko and Valentin Raznosilin and Radoslaw Zimroz},

url = {https://link.springer.com/chapter/10.1007/978-3-030-57745-2_34},

doi = {https://doi.org/10.1007/978-3-030-57745-2_34},

isbn = {978-3-030-57745-2},

year  = {2019},

date = {2019-01-01},

pages = {399-416},

keywords = {Analytics, Bearing, MaMMa, Modeling},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{zimroz2018mobile,

title = {Mobile based vibration monitoring and its application to road quality monitoring in deep underground mine},

author = {Radoslaw Zimroz and Jacek Wodecki and Justyna Hebda-Sobkowicz and Agnieszka Wylomanska and Pawel Stefaniak and Pawel Sliwinski and Tomasz Kaniewski},

doi = {10.21595/vp.2018.20211},

year  = {2018},

date = {2018-01-01},

journal = {Vibroengineering Procedia},

volume = {19},

pages = {153--158},

publisher = {JVE International Ltd.},

keywords = {Analytics, LHD, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2018application,

title = {Application of principal component analysis of time-frequency representation for gearbox fault detection},

author = {Jacek Wodecki and Justyna Hebda-Sobkowicz and Agnieszka Wylomanska and Radoslaw Zimroz and Konstantinos Gryllias},

doi = {10.21595/vp.2018.20209},

year  = {2018},

date = {2018-01-01},

journal = {Vibroengineering Procedia},

volume = {19},

pages = {82--25},

publisher = {JVE International Ltd.},

keywords = {Diagnostics, Gearbox, Principal Component Analysis, Time-Frequency Representation, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2018informative,

title = {Informative frequency band identification method using bi-frequency map clustering for fault detection in rotating machines},

author = {Jacek Wodecki and Piotr Kruczek and Justyna Hebda-Sobkowicz and Agnieszka Wylomanska and Radoslaw Zimroz and Konstantinos Gryllias},

doi = {10.21595/vp.2018.20210},

year  = {2018},

date = {2018-01-01},

journal = {Vibroengineering Procedia},

volume = {19},

pages = {86--90},

publisher = {JVE International Ltd.},

keywords = {Bearing, Clustering, Cyclic Spectral Coherence, Cyclostationarity, Diagnostics, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2018nonnegative,

title = {Nonnegative Matrix Factorization of time frequency representation of vibration signal for local damage detection--comparison of algorithms},

author = {Jacek Wodecki},

doi = {10.1051/e3sconf/20182900010},

year  = {2018},

date = {2018-01-01},

journal = {E3S Web of Conferences},

volume = {29},

pages = {00010},

publisher = {EDP Sciences},

keywords = {Analytics, Bearing, Nonnegative Matrix Factorization, Time-Frequency Representation, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2018unsupervised,

title = {Unsupervised Anomaly Detection for Conveyor Temperature SCADA Data},

author = {Jacek Wodecki and Pawel Stefaniak and Marta Polak and Radoslaw Zimroz},

doi = {10.1007/978-3-319-61927-9_34},

year  = {2018},

date = {2018-01-01},

journal = {Advances in Condition Monitoring of Machinery in Non-Stationary Operations},

volume = {9},

pages = {361--369},

publisher = {Springer},

keywords = {Clustering, Diagnostics, DISIRE, Gearbox, Temperature},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2018multidimensional,

title = {Multidimensional Data Segmentation Based on Blind Source Separation and Statistical Analysis},

author = {Jacek Wodecki and Pawel Stefaniak and Pawel Sliwinski and Radoslaw Zimroz},

doi = {10.1007/978-3-319-61927-9_33},

year  = {2018},

date = {2018-01-01},

journal = {Advances in Condition Monitoring of Machinery in Non-Stationary Operations},

volume = {9},

pages = {353--360},

publisher = {Springer},

keywords = {Analytics, Independent Component Analysis},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2018reviewb,

title = {Review of smoothing methods for enhancement of noisy data from heavy-duty LHD mining machines},

author = {Jacek Wodecki and Anna Michalak and Pawel Stefaniak},

doi = {10.1051/e3sconf/20182900011},

year  = {2018},

date = {2018-01-01},

booktitle = {E3S Web of Conferences},

volume = {29},

pages = {00011},

publisher = {EDP Sciences},

keywords = {Analytics, LHD},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{stefaniak2017development,

title = {Development of Test Rig for Robotization of Mining Technological Processes – Oversized Rock Breaking Process Case},

author = {Pawel Stefaniak and Jacek Wodecki and Janusz Jakubiak and Radoslaw Zimroz},

doi = {10.1088/1755-1315/95/4/042028},

year  = {2017},

date = {2017-01-01},

journal = {IOP Conference Series: Earth and Environmental Science},

volume = {95},

number = {4},

pages = {042028},

organization = {IOP Publishing},

keywords = {Robotics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{stefaniak2017preliminary,

title = {Preliminary Research on Possibilities of Drilling Process Robotization},

author = {Pawel Stefaniak and Jacek Wodecki and Janusz Jakubiak and Radoslaw Zimroz},

doi = {10.1088/1755-1315/95/4/042027},

year  = {2017},

date = {2017-01-01},

journal = {IOP Conference Series: Earth and Environmental Science},

volume = {95},

number = {4},

pages = {042027},

organization = {IOP Publishing},

keywords = {Drilling, Robotics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2017nonnegative,

title = {Nonnegative factorization of spectrogram for local damage detection of belt conveyor gearboxes},

author = {Jacek Wodecki and Rafal Zdunek and Agnieszka Wylomanska and Radoslaw Zimroz},

doi = {10.1016/j.ifacol.2017.08.859},

issn = {2405-8963},

year  = {2017},

date = {2017-01-01},

journal = {IFAC-PapersOnLine},

volume = {50},

number = {1},

pages = {4714--4718},

keywords = {Diagnostics, DISIRE, Gearbox, Nonnegative Matrix Factorization, Time-Frequency Representation, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2017novel,

title = {Novel method of informative frequency band selection for vibration signal using nonnegative matrix factorization of short--time fourier transform},

author = {Jacek Wodecki and Piotr Kruczek and Agnieszka Wylomanska and Anna Bartkowiak and Radoslaw Zimroz},

doi = {10.1109/DEMPED.2017.8062345},

year  = {2017},

date = {2017-01-01},

journal = {2017 IEEE 11th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED)},

pages = {129--133},

publisher = {IEEE},

keywords = {Crusher, Diagnostics, DISIRE, Nonnegative Matrix Factorization, Time-Frequency Representation, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2017informative,

title = {Informative frequency band identification for automatic extraction of impulsive components in vibration data from rotating machinery},

author = {Jacek Wodecki and Tomasz Barszcz and Radoslaw Zimroz},

doi = {10.21595/vp.2017.19100},

year  = {2017},

date = {2017-01-01},

journal = {Vibroengineering PROCEDIA},

volume = {13},

pages = {109--114},

publisher = {JVE International Ltd.},

keywords = {Compressor, Diagnostics, Nonnegative Matrix Factorization, Time-Frequency Representation, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2017application,

title = {Application of Independent Component Analysis in Temperature Data Analysis for Gearbox Fault Detection},

author = {Jacek Wodecki and Pawel Stefaniak and Mateusz Sawicki and Radoslaw Zimroz},

doi = {10.1007/978-3-319-51445-1_11},

isbn = {978-3-319-51444-4},

year  = {2017},

date = {2017-01-01},

journal = {Cyclostationarity: Theory and Methods III},

pages = {187--198},

publisher = {Springer},

keywords = {Diagnostics, DISIRE, Gearbox, Independent Component Analysis, Temperature},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Michalak2017ass,

title = {Association rules discovery from diagnostic data application to gearboxes used in mining industry},

author = {Pawel Stefaniak and Michal Wodecki and Anna Michalak},

doi = {10.21595/vp.2017.19082},

year  = {2017},

date = {2017-01-01},

journal = {Vibroengineering Procedia},

volume = {13},

pages = {103-108},

keywords = {Analytics, Gearbox, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2017automaticb,

title = {Automatic calculation of thresholds for load dependent condition indicators by modelling of probability distribution functions--maintenance of gearboxes used in mining conveying system},

author = {Jacek Wodecki and Pawel Stefaniak and Anna Michalak and Agnieszka Wylomanska},

doi = {10.21595/vp.2017.19036},

year  = {2017},

date = {2017-01-01},

journal = {Vibroengineering Procedia},

volume = {13},

pages = {67--72},

publisher = {JVE International Ltd.},

keywords = {Analytics, DISIRE, Gearbox, Modeling, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2016new,

title = {A new segmentation method of roadheader signal based on the statistical analysis of waiting times},

author = {Jacek Wodecki and Agnieszka Wylomanska and Rafal Poloczanski and Radoslaw Zimroz},

year  = {2016},

date = {2016-01-01},

journal = {Vibroengineering PROCEDIA},

volume = {7},

pages = {59--64},

publisher = {JVE International Ltd.},

keywords = {Analytics, Clustering, Roadheader, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{stefaniak2016multivariate,

title = {The multivariate analysis of monitoring system data from mining drilling machine},

author = {Pawel Stefaniak and Jacek Wodecki and Radoslaw Zimroz and Pawel Sliwinski and Marek Andrzejewski},

doi = {10.5593/SGEM2016/B12/S03.117},

issn = {1314-2704},

year  = {2016},

date = {2016-01-01},

journal = {International Multidisciplinary Scientific GeoConference: SGEM: Surveying Geology & mining Ecology Management},

volume = {2},

pages = {913--920},

publisher = {STEF92 Technology Ltd.},

keywords = {Analytics, Drilling},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2016condition,

title = {Condition monitoring of loading-haulage-dumping machines based on long-term analysis of temperature data},

author = {Jacek Wodecki and Pawel K Stefaniak and Pawel Sliwinski and Marek Andrzejewski},

doi = {10.5593/SGEM2016/B12/S03.021},

issn = {1314-2704},

year  = {2016},

date = {2016-01-01},

journal = {International Multidisciplinary Scientific GeoConference: SGEM: Surveying Geology & Mining Ecology Management},

volume = {2},

pages = {157--164},

publisher = {STEF92 Technology Ltd.},

keywords = {Diagnostics, LHD, Temperature},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2015combination,

title = {Combination of ICA and time-frequency representations of multichannel vibration data for gearbox fault detection},

author = {Jacek Wodecki and Pawel Stefaniak and Jakub Obuchowski and Agnieszka Wylomanska and Radoslaw Zimroz},

year  = {2015},

date = {2015-01-01},

journal = {Vibroengineering PROCEDIA},

volume = {6},

pages = {133--138},

publisher = {JVE International Ltd.},

keywords = {Diagnostics, Gearbox, Independent Component Analysis, Time-Frequency Representation, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wodecki2015segmentation,

title = {Segmentation algorithm of roadheader vibration signal based on the stable distribution parameters},

author = {Jacek Wodecki and Pawel Stefaniak and Agnieszka Wylomanska and Radoslaw Zimroz and Grzegorz Zak},

issn = {2345-0533},

year  = {2015},

date = {2015-01-01},

journal = {Vibroengineering PROCEDIA},

volume = {6},

pages = {7--12},

publisher = {JVE International Ltd.},

keywords = {Analytics, Clustering, Roadheader, Vibration},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{zimroz2014self,

title = {Self-propelled mining machine monitoring system--data validation, processing and analysis},

author = {Radoslaw Zimroz and Jacek Wodecki and Robert Krol and Marek Andrzejewski and Pawel Sliwinski and Pawel Stefaniak},

doi = {10.1007/978-3-319-02678-7_124},

issn = {978-3-319-02678-7},

year  = {2014},

date = {2014-01-01},

journal = {Mine Planning and Equipment Selection},

pages = {1285--1294},

publisher = {Springer},

keywords = {Analytics, LHD},

pubstate = {published},

tppubtype = {inproceedings}

}