A multichannel vibration data processing method in the context of local damage detection in
gearboxes is presented in this paper. The purpose of the approach is to achieve more …

In this paper a novel method for informative frequency band selection for local damage
detection is presented. Local damage in bearings/gearbox provides specific vibration …

In this paper an issue of local damage detection in a rolling element bearing is discussed.
The bearing operates in a hummer crusher, thus the vibration signal acquired on the …

A novel procedure for data-driven enhancement of informative signal is presented in this
paper. The introduced methodology covers decomposition of the signal via time-frequency …

The authors propose a novel procedure for enhancement of the signal to noise ratio in
vibration data acquired from machines working in mining industry environment. Proposed …

A new parameter identification method under non‐white noise excitation using transformer
encoder and long short‐term memory networks (LSTMs) is proposed in the paper. In this …

To adaptively identify the modal parameters for time-invariant structures excited by non-
white noise, this paper proposes a new operational modal analysis (OMA) method using …

In the paper a multichannel vibration data processing method is presented in the context of
local damage detection in gearboxes. The purpose of the approach is to obtain more …

Problem of selection of informative frequency band (IFB) for local damage detection using
vibration signal is often discussed in the literature. One of the approaches used in this …

Belt conveyors are crucial machines involved in ore transportation from the dumping point to
the shaft. Because of that, their trouble-free operation has indisputable impact on the overall …