Research

@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{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{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{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{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}

}