Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.13091/1386
Title: A Novel Design of Interval Type-2 Neuro-Fuzzy Controller for Flexible Structure
Authors: Tınkır, Mustafa
Kalyoncu, Mete
Sezgen, Haşmet Çağrı
Keywords: Interval Type-2 Neuro-Fuzzy Control
Flexible Structure
Active Vibration Control
Modeling And Simulation
Experimental
Pid Controller
Semiactive Control
Nonlinear-Systems
Vibration Control
Seismic Response
Dynamic-Response
Logic Control
Mass
Optimization
Reduction
Issue Date: 2021
Publisher: KAUNAS UNIV TECHNOL
Abstract: The aim of this research is to develop a novel design of interval type-2 neuro-fuzzy (IT2NF) controller for active vibration control of a flexible structure during an earthquake. For this purpose, two adaptive neural network based fuzzy logic controllers are designed and combined to create the novel design of an IT2NF controller to reduce the vibrations of two-storey flexible building model that occur during earthquake disturbance effects. Accordingly, dynamic modeling of a flexible structure is realized and simulated using the MATLAB / SimMechanics. Then, an experimental setup consisting of two-storey flexible structure, active mass damper (AMD) and shaker is established. Additionally, IT2NF controller is implemented in simulation and experimental models, and the effectiveness and performance of the IT2NF controller are tested under the scaled Northridge Earthquake acceleration. The obtained simulations and experimental responses are evaluated in terms of cart displacements, deflections, and accelerations of the flexible floors showing a good agreement between the simulations and the experimental results. The results show that the designed novel IT2NF controller reduced the total deflections of first and second floor by 72.3% and 68.7%, respectively, when compared with the uncontrolled system. Additionally, it is also found that the designed IT2NF controller is able to reduce the accelerations of the first and second floor by 64.8% and 54.6%, respectively. The proposed and designed control method reported in this study can be employed as an active vibration controller for multi-degree of freedom of flexible systems under the disturbances such as earthquake excitations.
URI: https://doi.org/10.5755/j02.mech.25134
https://hdl.handle.net/20.500.13091/1386
ISSN: 1392-1207
2029-6983
Appears in Collections:Mühendislik ve Doğa Bilimleri Fakültesi Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collections
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collections

Files in This Item:
File SizeFormat 
25134-Article Text-101611-1-10-20210901.pdf904.42 kBAdobe PDFView/Open
Show full item record

CORE Recommender

Page view(s)

48
checked on Jan 23, 2023

Download(s)

14
checked on Jan 23, 2023

Google ScholarTM

Check

Altmetric


Items in GCRIS Repository are protected by copyright, with all rights reserved, unless otherwise indicated.