Research

@inproceedings{wodecki2017combination,

title = {Combination of Kolmogorov-Smirnov Statistic and Time-Frequency Representation for P-Wave Arrival Detection in Seismic Signal},

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

doi = {https://doi.org/10.1007/978-3-030-22529-2_9},

year  = {2020},

date = {2020-01-01},

booktitle = {Workshop on Cyclostationary Systems and Their Applications},

pages = {166--174},

organization = {Springer},

keywords = {Environment, Kolmogorov-Smirnov Statistic, Seismic, Time-Frequency Representation, Vibration},

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{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{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{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{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{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}

}