Research

@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{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{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}

}