Research

@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{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{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{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}

}