Research

@article{Wodecki2021,

title = {Fault-related impulsive component detection for vibration-based diagnostics in the presence of random impulsive noise},

author = {Jacek Wodecki and Anna Michalak},

url = {https://doi.org/10.1088/1755-1315/942/1/012016},

doi = {10.1088/1755-1315/942/1/012016},

year  = {2021},

date = {2021-12-08},

urldate = {2021-12-08},

journal = {IOP Conference Series: Earth and Environmental Science},

volume = {942},

number = {1},

pages = {012016},

publisher = {IOP Publishing},

keywords = {Cyclic Spectral Coherence, decomposition, fault detection, Nonnegative Matrix Factorization, OPMO, vibration signal},

pubstate = {published},

tppubtype = {article}

}

@article{WODECKI2021108400,

title = {Local damage detection based on vibration data analysis in the presence of Gaussian and heavy-tailed impulsive noise},

author = {Jacek Wodecki and Anna Michalak and Radoslaw Zimroz},

url = {http://www.sciencedirect.com/science/article/pii/S0263224120309349},

doi = {https://doi.org/10.1016/j.measurement.2020.108400},

issn = {0263-2241},

year  = {2021},

date = {2021-01-01},

journal = {Measurement},

volume = {169},

pages = {108400},

keywords = {Crusher, Diagnostics, Nonnegative Matrix Factorization, OPMO, Time-Frequency Representation, Vibration},

pubstate = {published},

tppubtype = {article}

}

@article{Wodecki2020,

title = {Separation of multiple local-damage-related components from vibration data using Nonnegative Matrix Factorization and multichannel data fusion},

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

url = {https://doi.org/10.1016/j.ymssp.2020.106954},

doi = {10.1016/j.ymssp.2020.106954},

year  = {2020},

date = {2020-01-01},

journal = {Mechanical Systems and Signal Processing},

volume = {145},

pages = {106954},

publisher = {Elsevier BV},

keywords = {Diagnostics, MaMMa, Nonnegative Matrix Factorization, Time-Frequency Representation, Vibration},

pubstate = {published},

tppubtype = {article}

}

@article{wodecki2019novel,

title = {Novel method of informative frequency band selection for vibration signal using Nonnegative Matrix Factorization of spectrogram matrix},

author = {Jacek Wodecki and Piotr Kruczek and Agnieszka Wylomanska and Anna Bartkowiak and Radoslaw Zimroz},

doi = {10.1016/j.ymssp.2019.05.020},

year  = {2019},

date = {2019-01-01},

journal = {Mechanical Systems and Signal Processing},

volume = {130},

pages = {585--596},

publisher = {Elsevier},

keywords = {Diagnostics, Nonnegative Matrix Factorization, Selector, Time-Frequency Representation, Vibration},

pubstate = {published},

tppubtype = {article}

}

@article{wodecki2019impulsive,

title = {Impulsive source separation using combination of Nonnegative Matrix Factorization of bi-frequency map, spatial denoising and Monte Carlo simulation},

author = {Jacek Wodecki and Anna Michalak and Radoslaw Zimroz and Tomasz Barszcz and Agnieszka Wylomanska},

doi = {10.1016/j.ymssp.2019.02.052},

year  = {2019},

date = {2019-01-01},

journal = {Mechanical Systems and Signal Processing},

volume = {127},

pages = {89--101},

publisher = {Elsevier},

keywords = {Compressor, Cyclic Spectral Coherence, Diagnostics, Monte Carlo, Nonnegative Matrix Factorization, Spatial denoising, Vibration},

pubstate = {published},

tppubtype = {article}

}

@article{wodecki2017local,

title = {Local fault detection of rolling element bearing components by spectrogram clustering with semi-binary NMF},

author = {Jacek Wodecki and Rafal Zdunek and Agnieszka Wylomanska and Radoslaw Zimroz},

url = {https://www.researchgate.net/publication/315582776_Local_fault_detection_of_rolling_element_bearing_components_by_spectrogram_clustering_with_Semi-Binary_NMF},

issn = {1641-6414},

year  = {2017},

date = {2017-01-01},

journal = {Diagnostyka},

volume = {18},

number = {1},

pages = {3--8},

keywords = {Bearing, Diagnostics, Nonnegative Matrix Factorization, Time-Frequency Representation, Vibration},

pubstate = {published},

tppubtype = {article}

}