Research

Show all

2019

1.

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

Application of cointegration to vibration signal for local damage detection in gearboxes Journal Article

In: Applied Acoustics, vol. 144, pp. 4–10, 2019, ISSN: 0003-682X.

Links | BibTeX | Tags: Cointegration, Diagnostics, DISIRE, Gearbox, Vibration

2018

2.

Wodecki, Jacek; Stefaniak, Pawel; Polak, Marta; Zimroz, Radoslaw

Unsupervised Anomaly Detection for Conveyor Temperature SCADA Data Proceedings Article

In: pp. 361–369, Springer, 2018.

Links | BibTeX | Tags: Clustering, Diagnostics, DISIRE, Gearbox, Temperature

3.

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

4.

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

Nonnegative factorization of spectrogram for local damage detection of belt conveyor gearboxes Proceedings Article

In: pp. 4714–4718, 2017, ISSN: 2405-8963.

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

5.

Wodecki, Jacek; Kruczek, Piotr; Wylomanska, Agnieszka; Bartkowiak, Anna; Zimroz, Radoslaw

Novel method of informative frequency band selection for vibration signal using nonnegative matrix factorization of short--time fourier transform Proceedings Article

In: pp. 129–133, IEEE, 2017.

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

6.

Wodecki, Jacek; Stefaniak, Pawel; Sawicki, Mateusz; Zimroz, Radoslaw

Application of Independent Component Analysis in Temperature Data Analysis for Gearbox Fault Detection Proceedings Article

In: pp. 187–198, Springer, 2017, ISBN: 978-3-319-51444-4.

Links | BibTeX | Tags: Diagnostics, DISIRE, Gearbox, Independent Component Analysis, Temperature

7.

Wodecki, Jacek; Stefaniak, Pawel; Michalak, Anna; Wylomanska, Agnieszka

Automatic calculation of thresholds for load dependent condition indicators by modelling of probability distribution functions--maintenance of gearboxes used in mining conveying system Proceedings Article

In: pp. 67–72, JVE International Ltd., 2017.

Links | BibTeX | Tags: Analytics, DISIRE, Gearbox, Modeling, Vibration