New Numerical Results from Simulations of Beams and Space Frame Systems with a Tuned Mass Damper
In working processes, mechanical systems are often affected by both internal and external forces, which are the cause of the forced vibrations of the structures. They can be destroyed if the amplitude of vibration reaches a high enough value. One of the most popular ways to reduce these forced vibra...
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doaj-cd7d4a2e2295445d9f309089f808b2592020-11-25T00:52:53ZengMDPI AGMaterials1996-19442019-04-01128132910.3390/ma12081329ma12081329New Numerical Results from Simulations of Beams and Space Frame Systems with a Tuned Mass DamperNguyen Chi Tho0Nguyen Tri Ta1Do Van Thom2Institute of Techniques for Special Engineering, Le Quy Don Technical University, Ha Noi City 100000, VietnamInstitute of Techniques for Special Engineering, Le Quy Don Technical University, Ha Noi City 100000, VietnamFaculty of Mechanical Engineering, Le Quy Don Technical University, Ha Noi City 100000, VietnamIn working processes, mechanical systems are often affected by both internal and external forces, which are the cause of the forced vibrations of the structures. They can be destroyed if the amplitude of vibration reaches a high enough value. One of the most popular ways to reduce these forced vibrations is to attach tuned mass damper (TMD) devices, which are commonly added at the maximum displacement point of the structures. This paper presents the computed results of the free vibration and the vibration response of the space frame system under an external random load, which is described as a stationary process with white noise. Static and dynamic equations are formed through the finite element method. In addition, this work also establishes artificial neural networks (ANNs) in order to predict the vibration response of the first frequencies of the structure. Numerical studies show that the data set of the TMD device strongly affects the first frequencies of the mechanical system, and the proposed artificial intelligence (AI) model can predict exactly the vibration response of the first frequencies of the structure. For the forced vibration problem, we can find optimal parameters of the TMD device and thus obtain minimum displacements of the structure. The results of this work can be used as a reference when applying this type of structure to TMD devices.https://www.mdpi.com/1996-1944/12/8/1329space frametuned mass damperfinite elementrandom loadstationary process |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Nguyen Chi Tho Nguyen Tri Ta Do Van Thom |
spellingShingle |
Nguyen Chi Tho Nguyen Tri Ta Do Van Thom New Numerical Results from Simulations of Beams and Space Frame Systems with a Tuned Mass Damper Materials space frame tuned mass damper finite element random load stationary process |
author_facet |
Nguyen Chi Tho Nguyen Tri Ta Do Van Thom |
author_sort |
Nguyen Chi Tho |
title |
New Numerical Results from Simulations of Beams and Space Frame Systems with a Tuned Mass Damper |
title_short |
New Numerical Results from Simulations of Beams and Space Frame Systems with a Tuned Mass Damper |
title_full |
New Numerical Results from Simulations of Beams and Space Frame Systems with a Tuned Mass Damper |
title_fullStr |
New Numerical Results from Simulations of Beams and Space Frame Systems with a Tuned Mass Damper |
title_full_unstemmed |
New Numerical Results from Simulations of Beams and Space Frame Systems with a Tuned Mass Damper |
title_sort |
new numerical results from simulations of beams and space frame systems with a tuned mass damper |
publisher |
MDPI AG |
series |
Materials |
issn |
1996-1944 |
publishDate |
2019-04-01 |
description |
In working processes, mechanical systems are often affected by both internal and external forces, which are the cause of the forced vibrations of the structures. They can be destroyed if the amplitude of vibration reaches a high enough value. One of the most popular ways to reduce these forced vibrations is to attach tuned mass damper (TMD) devices, which are commonly added at the maximum displacement point of the structures. This paper presents the computed results of the free vibration and the vibration response of the space frame system under an external random load, which is described as a stationary process with white noise. Static and dynamic equations are formed through the finite element method. In addition, this work also establishes artificial neural networks (ANNs) in order to predict the vibration response of the first frequencies of the structure. Numerical studies show that the data set of the TMD device strongly affects the first frequencies of the mechanical system, and the proposed artificial intelligence (AI) model can predict exactly the vibration response of the first frequencies of the structure. For the forced vibration problem, we can find optimal parameters of the TMD device and thus obtain minimum displacements of the structure. The results of this work can be used as a reference when applying this type of structure to TMD devices. |
topic |
space frame tuned mass damper finite element random load stationary process |
url |
https://www.mdpi.com/1996-1944/12/8/1329 |
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