Research

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2020

1.

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

Separation of multiple local-damage-related components from vibration data using Nonnegative Matrix Factorization and multichannel data fusion Journal Article

In: Mechanical Systems and Signal Processing, vol. 145, pp. 106954, 2020.

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

2019

2.

Kozlowski, Tomasz; Michalak, Anna; Zimroz, Radoslaw; Sliwinski, Pawel; Kaniewski, Tomasz

An Algorithm for Determining Unloading Cycles in Dump Truck Journal Article

In: IOP Conference Series: Earth and Environmental Science, vol. 362, pp. 012111, 2019.

Links | BibTeX | Tags: Analytics, Dump Trucks, MaMMa

3.

Kruczek, Piotr; Gomolla, Norbert; Hebda-Sobkowicz, Justyna; Michalak, Anna; Sliwinski, Pawel; Wodecki, Jacek; Stefaniak, Pawel; Wylomanska, Agnieszka; Zimroz, Radoslaw

Predictive maintenance of mining machines using advanced data analysis system based on the cloud technology Proceedings Article

In: pp. 459–470, Springer International Publishing, 2019.

Links | BibTeX | Tags: Analytics, Cloud technology, MaMMa