Loading identification of the walking undercarriage frame of giant machine using artificial neural networks

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26110%2F06%3APU65610" target="_blank" >RIV/00216305:26110/06:PU65610 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

čeština

Original language name

Identifikace rozložení zatížení roštu podvozku velkostroje pomocí umělých neuronových sítí

Original language description

The paper deals eith inverse analysis of loading the frame of walking undercarriage of the giant machine for the brown coal-mining at the open mine Bilina. An artificial neural network has been trained using virtually simulated random loading and displacements based on the undercarriage frame model. Elastic model containing shell and 3D elements was developed using FEM program SYSTUS. Measured data by certified IAM Laboratory was used - measured displacements of the frame. Based on these displacements loading of the frame can be identified using virtually trained artificial network. The procedure has been verified and preliminary promising results were obtained.

Czech name

Identifikace rozložení zatížení roštu podvozku velkostroje pomocí umělých neuronových sítí

Czech description

The paper deals eith inverse analysis of loading the frame of walking undercarriage of the giant machine for the brown coal-mining at the open mine Bilina. An artificial neural network has been trained using virtually simulated random loading and displacements based on the undercarriage frame model. Elastic model containing shell and 3D elements was developed using FEM program SYSTUS. Measured data by certified IAM Laboratory was used - measured displacements of the frame. Based on these displacements loading of the frame can be identified using virtually trained artificial network. The procedure has been verified and preliminary promising results were obtained.

Type

D - Article in proceedings

CEP classification

JN - Civil engineering

OECD FORD branch

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Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2006

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Dynamicky namáhané konstrukce DYNA 2006

ISBN

80-214-3164-4

ISSN

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e-ISSN

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Number of pages

8

Pages from-to

123-130

Publisher name

Neuveden

Place of publication

Brno, ČR

Event location

Brno

Event date

May 11, 2006

Type of event by nationality

CST - Celostátní akce

UT code for WoS article

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