Research

@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{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{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{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{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{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}

}