Theoretical investigation of a structure for active vibration control with fuzzy logic approach

  • Yazar/lar GÜLBAHÇE, Erdi
    ÇELİK, Mehmet
    TINKIR, Mustafa
  • Yayın Türü Konferans Bildirisi
  • Yayın Tarihi 2014
  • DOI Numarası 10.4028/www.scientific.net/AMM.598.529
  • Yayıncı Trans Tech Publications Ltd
  • Tek Biçim Adres http://hdl.handle.net/20.500.12498/3140

The main purpose of this study is to prepare mathematical model for active vibration control of a structure. This paper presents the numerical and experimental modal analysis of aluminum cantilever beam in order to investigate the dynamic characteristics of the structure. The results will be used for active vibration control of structure's experimental setup. Experimental natural frequencies are obtained and compared to verify the proposed numerical model by using modal analysis results. MATLAB System Identification Toolbox and ANSYS harmonic response function are used together to estimate beam's equations of motion which include its amplitude, frequency and phase angle values. Moreover, the mathematical model of beam is simulated in MATLAB/Simulink software to determine the dynamic behavior of the proposed system. Furthermore, another prediction model approach with multiple input and single output is used to find the realistic behavior of beam via an adaptive neural-network-based fuzzy logic inference system, in addition, impulse responses of the proposed models are compared and the control block diagram for active vibration control is implemented. As a first iteration, PID type controller is designed to suppress vibrations against the disturbance input. The results of modal analysis, the prediction models, controlled and uncontrolled system responses are presented in graphics and tables for obtaining a sample numerical active vibration control. © (2014) Trans Tech Publications, Switzerland.

  • Koleksiyonlar
Erişime Açık
Görüntülenme
3
22.03.2024 tarihinden bu yana
İndirme
1
22.03.2024 tarihinden bu yana
Son Erişim Tarihi
19 Nisan 2024 14:25
Google Kontrol
Tıklayınız
Tam Metin
Tam Metin İndirmek için tıklayın Ön izleme
Detaylı Görünüm
Eser Adı
(dc.title)
Theoretical investigation of a structure for active vibration control with fuzzy logic approach
Yayın Türü
(dc.type)
Konferans Bildirisi
Yazar/lar
(dc.contributor.author)
GÜLBAHÇE, Erdi
Yazar/lar
(dc.contributor.author)
ÇELİK, Mehmet
Yazar/lar
(dc.contributor.author)
TINKIR, Mustafa
DOI Numarası
(dc.identifier.doi)
10.4028/www.scientific.net/AMM.598.529
Atıf Dizini
(dc.source.database)
Scopus
Yayıncı
(dc.publisher)
Trans Tech Publications Ltd
Yayın Tarihi
(dc.date.issued)
2014
Kayıt Giriş Tarihi
(dc.date.accessioned)
2020-08-07T13:02:18Z
Açık Erişim tarihi
(dc.date.available)
2020-08-07T13:02:18Z
Kaynak
(dc.source)
4th International Conference on Mechanics, Simulation and Control, ICMSC 2014
ISSN
(dc.identifier.issn)
16609336 (ISSN); 9783038351795 (ISBN)
Özet
(dc.description.abstract)
The main purpose of this study is to prepare mathematical model for active vibration control of a structure. This paper presents the numerical and experimental modal analysis of aluminum cantilever beam in order to investigate the dynamic characteristics of the structure. The results will be used for active vibration control of structure's experimental setup. Experimental natural frequencies are obtained and compared to verify the proposed numerical model by using modal analysis results. MATLAB System Identification Toolbox and ANSYS harmonic response function are used together to estimate beam's equations of motion which include its amplitude, frequency and phase angle values. Moreover, the mathematical model of beam is simulated in MATLAB/Simulink software to determine the dynamic behavior of the proposed system. Furthermore, another prediction model approach with multiple input and single output is used to find the realistic behavior of beam via an adaptive neural-network-based fuzzy logic inference system, in addition, impulse responses of the proposed models are compared and the control block diagram for active vibration control is implemented. As a first iteration, PID type controller is designed to suppress vibrations against the disturbance input. The results of modal analysis, the prediction models, controlled and uncontrolled system responses are presented in graphics and tables for obtaining a sample numerical active vibration control. © (2014) Trans Tech Publications, Switzerland.
Yayın Dili
(dc.language.iso)
en
Tek Biçim Adres
(dc.identifier.uri)
http://hdl.handle.net/20.500.12498/3140
Analizler
Yayın Görüntülenme
Yayın Görüntülenme
Erişilen ülkeler
Erişilen şehirler
6698 sayılı Kişisel Verilerin Korunması Kanunu kapsamında yükümlülüklerimiz ve cerez politikamız hakkında bilgi sahibi olmak için alttaki bağlantıyı kullanabilirsiniz.

creativecommons
Bu site altında yer alan tüm kaynaklar Creative Commons Alıntı-GayriTicari-Türetilemez 4.0 Uluslararası Lisansı ile lisanslanmıştır.
Platforms