A neural network for analysis of vibration in mechanical systems arising from unbalance

Title:

A neural network for analysis of vibration in mechanical systems arising from unbalance

Creator:

Kalkat, Menderes, Yildirim, Sahin, and Uzmay, Ibrahim

Identifier:

https://cdk.lib.cas.cz/client/handle/uuid:e2d31d5a-b279-47c9-8383-3067533656f0
uuid:e2d31d5a-b279-47c9-8383-3067533656f0

Subject:

vibration, rotating unbalance, displacement, velocity, acceleration, and neural network

Type:

model:article and TEXT

Format:

bez média and svazek

Description:

The paper preseiits an investigation on vibrations of mechanical systems arising from unbalanced masses. At the experimental stage, a power transmission shaft is driven at different operating speeds, therefore, the paranieters, such as displacement, velocity and acceleration in vertical direction due to body vibrations are measured at various points on the frame before and after balancing. Balancing has provided a definite decrease in the amplitudes of vibration parameters. In addition to these studies mentioned above, the use of Neural Network (NN) for vibration analysis of a frame due to unbalanced transmission shaft is also achieved. The results show that the NN approach exactly follows the foregoing results. This implies the necessity of the non-linear modelling capabilities of the NN for vibration problems of mechanical systems.

Language:

English

Rights:

http://creativecommons.org/publicdomain/mark/1.0/
policy:public

Source:

Neural network world: international journal on neural and mass-parallel computing and information systems | 2001 Volume:11 | Number:2

Harvested from:

CDK

Metadata only:

false