Research

@article{michalak2024influence,

title = {Influence of α-Stable Noise on the Effectiveness of Non-Negative Matrix Factorization - Simulations and Real Data Analysis},

author = {Anna Michalak and Rafal Zdunek and Radoslaw Zimroz and Agnieszka Wylomanska},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Electronics},

volume = {13},

number = {5},

pages = {829},

publisher = {MDPI},

keywords = {Non-negative matrix factorization, SHENG, Vibration},

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{Wodecki2020b,

title = {Influence of non-Gaussian noise on the effectiveness of cyclostationary analysis - simulations and real data analysis},

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

url = {https://doi.org/10.1016/j.measurement.2020.108814},

doi = {10.1016/j.measurement.2020.108814},

year  = {2021},

date = {2021-01-01},

journal = {Measurement},

pages = {108814},

publisher = {Elsevier BV},

keywords = {Crusher, Cyclic Spectral Coherence, Cyclostationarity, OPMO, Vibration},

pubstate = {published},

tppubtype = {article}

}

@article{Michalak2021,

title = {Model of the Vibration Signal of the Vibrating Sieving Screen Suspension for Condition Monitoring Purposes},

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

url = {https://www.mdpi.com/1424-8220/21/1/213},

doi = {https://doi.org/10.3390/s21010213},

year  = {2021},

date = {2021-01-01},

journal = {Sensors},

volume = {21},

number = {1},

pages = {213},

keywords = {Modeling, OPMO, 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{Krot2020b,

title = {Development and Verification of the Diagnostic Model of the Sieving Screen},

author = {Pavlo Krot and Radoslaw Zimroz and Anna Michalak and Jacek Wodecki and Szymon Ogonowski and Michal Drozda and Marek Jach},

url = {https://doi.org/10.1155/2020/8015465},

doi = {10.1155/2020/8015465},

year  = {2020},

date = {2020-01-01},

journal = {Shock and Vibration},

volume = {2020},

pages = {1--14},

publisher = {Hindawi Limited},

keywords = {Analytics, Mining, OPMO, Vibrating Screens, 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{Michalak2017applicationb,

title = {Application of cointegration to vibration signal for local damage detection in gearboxes},

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

doi = {10.1016/j.apacoust.2017.08.024},

issn = {0003-682X},

year  = {2019},

date = {2019-01-01},

journal = {Applied Acoustics},

volume = {144},

pages = {4--10},

publisher = {Elsevier},

keywords = {Cointegration, Diagnostics, DISIRE, Gearbox, Vibration},

pubstate = {published},

tppubtype = {article}

}

@article{wodecki2018optimal,

title = {Optimal filter design with progressive genetic algorithm for local damage detection in rolling bearings},

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

doi = {10.1016/j.ymssp.2017.09.008},

year  = {2018},

date = {2018-01-01},

journal = {Mechanical Systems and Signal Processing},

volume = {102},

pages = {102--116},

publisher = {Elsevier},

keywords = {Bearing, Diagnostics, DISIRE, Progressive Genetic Algorithm, Vibration},

pubstate = {published},

tppubtype = {article}

}