Research

@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{wodecki2018multidimensional,

title = {Multidimensional Data Segmentation Based on Blind Source Separation and Statistical Analysis},

author = {Jacek Wodecki and Pawel Stefaniak and Pawel Sliwinski and Radoslaw Zimroz},

doi = {10.1007/978-3-319-61927-9_33},

year  = {2018},

date = {2018-01-01},

journal = {Advances in Condition Monitoring of Machinery in Non-Stationary Operations},

volume = {9},

pages = {353--360},

publisher = {Springer},

keywords = {Analytics, Independent Component Analysis},

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{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}

}