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{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{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{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{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{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{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{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}

}