Research

2023
1.	Gabor, Mateusz; Zdunek, Rafal; Zimroz, Radoslaw; Wodecki, Jacek; Wylomanska, Agnieszka Non-negative tensor factorization for vibration-based local damage detection Journal Article In: Mechanical Systems and Signal Processing, vol. 198, pp. 110430, 2023, ISSN: 0888-3270. Links \| BibTeX \| Tags: bearings, fault detection, Non-negative matrix factorization, Non-negative tensor factorization, Vibration @article{GABOR2023110430, title = {Non-negative tensor factorization for vibration-based local damage detection}, author = {Mateusz Gabor and Rafal Zdunek and Radoslaw Zimroz and Jacek Wodecki and Agnieszka Wylomanska}, doi = {https://doi.org/10.1016/j.ymssp.2023.110430}, issn = {0888-3270}, year = {2023}, date = {2023-01-01}, journal = {Mechanical Systems and Signal Processing}, volume = {198}, pages = {110430}, keywords = {bearings, fault detection, Non-negative matrix factorization, Non-negative tensor factorization, Vibration}, pubstate = {published}, tppubtype = {article} } Close doi:https://doi.org/10.1016/j.ymssp.2023.110430 Close
2022
2.	Dabek, Przemyslaw; Szrek, Jaroslaw; Zimroz, Radoslaw; Wodecki, Jacek An Automatic Procedure for Overheated Idler Detection in Belt Conveyors Using Fusion of Infrared and RGB Images Acquired during UGV Robot Inspection Journal Article In: Energies, vol. 15, no. 2, pp. 601, 2022. Links \| BibTeX \| Tags: AMICOS, Analytics, bearings, condition monitoring, damge, Diagnostics, fault detection, Measurements, Mining, mobile robot, Processing, Remote sensing, Robotics, Temperature, thermal hazard @article{dabek2022automatic, title = {An Automatic Procedure for Overheated Idler Detection in Belt Conveyors Using Fusion of Infrared and RGB Images Acquired during UGV Robot Inspection}, author = {Przemyslaw Dabek and Jaroslaw Szrek and Radoslaw Zimroz and Jacek Wodecki}, url = {https://doi.org/10.3390/en15020601}, doi = {10.3390/en15020601}, year = {2022}, date = {2022-01-14}, urldate = {2022-01-14}, journal = {Energies}, volume = {15}, number = {2}, pages = {601}, publisher = {Multidisciplinary Digital Publishing Institute}, keywords = {AMICOS, Analytics, bearings, condition monitoring, damge, Diagnostics, fault detection, Measurements, Mining, mobile robot, Processing, Remote sensing, Robotics, Temperature, thermal hazard}, pubstate = {published}, tppubtype = {article} } Close https://doi.org/10.3390/en15020601 doi:10.3390/en15020601 Close
2021
3.	Wodecki, Jacek; Michalak, Anna Fault-related impulsive component detection for vibration-based diagnostics in the presence of random impulsive noise Journal Article In: IOP Conference Series: Earth and Environmental Science, vol. 942, no. 1, pp. 012016, 2021. Links \| BibTeX \| Tags: Cyclic Spectral Coherence, decomposition, fault detection, Nonnegative Matrix Factorization, OPMO, vibration signal @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} } Close https://doi.org/10.1088/1755-1315/942/1/012016 doi:10.1088/1755-1315/942/1/012016 Close