Research

Show all

2020

1.

Hebda-Sobkowicz, Justyna; Zimroz, Radoslaw; Wylomanska, Agnieszka

Selection of the Informative Frequency Band in a Bearing Fault Diagnosis in the Presence of Non-Gaussian Noise - Comparison of Recently Developed Methods Journal Article

In: Applied Sciences, vol. 10, no. 8, pp. 2657, 2020.

Links | BibTeX | Tags: Bearing, Diagnostics, OPMO, Selector, Time-Frequency Representation

2019

2.

Wodecki, Jacek; Michalak, Anna; Wylomanska, Agnieszka; Zimroz, Radoslaw

Local termination criterion for impulsive component detection using progressive genetic algorithm Proceedings Article

In: pp. 382–389, Springer International Publishing, 2019.

Links | BibTeX | Tags: Bearing, Diagnostics, Progressive Genetic Algorithm, Vibration

3.

Krot, Pavlo; Prykhodko, Igor; Raznosilin, Valentin; Zimroz, Radoslaw

Model Based Monitoring of Dynamic Loads and Remaining Useful Life Prediction in Rolling Mills and Heavy Machinery Proceedings Article

In: pp. 399-416, 2019, ISBN: 978-3-030-57745-2.

Links | BibTeX | Tags: Analytics, Bearing, MaMMa, Modeling

2018

4.

Wodecki, Jacek; Kruczek, Piotr; Hebda-Sobkowicz, Justyna; Wylomanska, Agnieszka; Zimroz, Radoslaw; Gryllias, Konstantinos

Informative frequency band identification method using bi-frequency map clustering for fault detection in rotating machines Proceedings Article

In: pp. 86–90, JVE International Ltd., 2018.

Links | BibTeX | Tags: Bearing, Clustering, Cyclic Spectral Coherence, Cyclostationarity, Diagnostics, Vibration

5.

Wodecki, Jacek

Nonnegative Matrix Factorization of time frequency representation of vibration signal for local damage detection--comparison of algorithms Proceedings Article

In: pp. 00010, EDP Sciences, 2018.

Links | BibTeX | Tags: Analytics, Bearing, Nonnegative Matrix Factorization, Time-Frequency Representation, Vibration

6.

Wodecki, Jacek; Michalak, Anna; Zimroz, Radoslaw

Optimal filter design with progressive genetic algorithm for local damage detection in rolling bearings Journal Article

In: Mechanical Systems and Signal Processing, vol. 102, pp. 102–116, 2018.

Links | BibTeX | Tags: Bearing, Diagnostics, DISIRE, Progressive Genetic Algorithm, Vibration

2017

7.

Wodecki, Jacek; Zdunek, Rafal; Wylomanska, Agnieszka; Zimroz, Radoslaw

Local fault detection of rolling element bearing components by spectrogram clustering with semi-binary NMF Journal Article

In: Diagnostyka, vol. 18, no. 1, pp. 3–8, 2017, ISSN: 1641-6414.

Links | BibTeX | Tags: Bearing, Diagnostics, Nonnegative Matrix Factorization, Time-Frequency Representation, Vibration