Dynamic modelling of a flexible beam structure using feedforward neural networks for active vibration control
Active vibration control (AVC) techniques show promising results to reduce unwanted vibration level of flexible structures at any desired location. In this paper, the application of non-parametric identification method using feedforward neural networks (FNNs) to model a flexible beam structure for A...
| Main Authors: | Tuan Abdul Rahman, Tuan Ahmad Zahidi, As'arry, Azizan, Abdul Jalil, Nawal Aswan, Raja Ahmad, Raja Mohd Kamil |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Universiti Malaysia Pahang
2019
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/79461/ http://psasir.upm.edu.my/id/eprint/79461/1/Dynamic%20modelling%20of%20a%20flexible%20beam%20structure%20using%20feedforward%20neural%20networks%20for%20active%20vibration%20control.pdf |
Similar Items
Training feedforward neural networks for fault diagnosis of ball bearing
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2018)
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2018)
Active vibration control of a flexible beam structure using chaotic fractal search algorithm
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2017)
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2017)
Chaotic fractal search algorithm for global optimization with application to control design
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2017)
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2017)
Performance evaluation of chaos-enhanced stochastic fractal search algorithm using constrained engineering design problems
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2017)
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2017)
Hydrostatic bearing circular recess damping characteristic effectiveness on rotor vibration
by: Seperamaniam, Thandayuthapani, et al.
Published: (2018)
by: Seperamaniam, Thandayuthapani, et al.
Published: (2018)
Vibration transmitted to the hand by backpack blowers
by: S. A., Alamin Gabasa, et al.
Published: (2019)
by: S. A., Alamin Gabasa, et al.
Published: (2019)
Modeling of dynamic response of beam-type vibration absorbing system excited by moving mass
by: Putra, Azma, et al.
Published: (2013)
by: Putra, Azma, et al.
Published: (2013)
Active vibration control of a flexible plate via active force control strategy
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2011)
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2011)
Dynamic tunneling based regularization in feedforward neural networks
by: Singh, Y.P., et al.
Published: (2001)
by: Singh, Y.P., et al.
Published: (2001)
Experimental evaluation of active vibration control of a flexible plate using proportional gain controller
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2011)
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2011)
Evaluation of tool wear and machining performance by analyzing vibration signal in friction drilling
by: Abdul Mutalib, Mohd Zurrayen, et al.
Published: (2020)
by: Abdul Mutalib, Mohd Zurrayen, et al.
Published: (2020)
Active vibration control using pole placement method of a flexible plate structure optimised by genetic algorithm
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2012)
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2012)
Dynamic unsupervised feedforward neural network clustering / Roya Asadi
by: Roya, Asadi
Published: (2016)
by: Roya, Asadi
Published: (2016)
Nonlinear dynamic modelling of flexible beam structures using neural networks
by: Mohd. Hashim, Siti Zaiton, et al.
Published: (2004)
by: Mohd. Hashim, Siti Zaiton, et al.
Published: (2004)
A review on the vibration analysis for a damage occurrence of a cantilever beam
by: Jassim, Zuhir Ali, et al.
Published: (2013)
by: Jassim, Zuhir Ali, et al.
Published: (2013)
Mathematical models for the apparent mass of the seated person exposed to fore-and-aft vibration
by: Abdul Jalil, Nawal Aswan
Published: (2006)
by: Abdul Jalil, Nawal Aswan
Published: (2006)
The effect of preload, density and thickness on seat dynamic stiffness
by: Mohammad Hassan, Azmi, et al.
Published: (2022)
by: Mohammad Hassan, Azmi, et al.
Published: (2022)
Global sonar localization in a dynamic environment using preprocessed feedforward neural network
by: Lim, W. S., et al.
Published: (2008)
by: Lim, W. S., et al.
Published: (2008)
Dynamic analysis of an optimal active suspension system us-ing global search optimization
by: Shehan, Muna Khalil, et al.
Published: (2020)
by: Shehan, Muna Khalil, et al.
Published: (2020)
Neuro-adaptive vibration suppression of flexible beam structures
by: Mohd. Hashim, Siti Zaiton, et al.
Published: (2004)
by: Mohd. Hashim, Siti Zaiton, et al.
Published: (2004)
Speech emotion recognition using deep feedforward neural network
by: Alghifari, Muhammad Fahreza, et al.
Published: (2018)
by: Alghifari, Muhammad Fahreza, et al.
Published: (2018)
Feedforward neural network for solving particular fractional differential equations
by: Admon, Mohd Rashid
Published: (2024)
by: Admon, Mohd Rashid
Published: (2024)
Designing the network topology of feedforward neural network for scene illumination classification
by: Hesamian, Mohammad Hesam, et al.
Published: (2017)
by: Hesamian, Mohammad Hesam, et al.
Published: (2017)
Experimental investigation of feedforward control schemes of a flexible robot manipulator system
by: Ahmad, M. A., et al.
Published: (2008)
by: Ahmad, M. A., et al.
Published: (2008)
Tremor quantification and its measurements using shimmer
by: Musab, Reem, et al.
Published: (2019)
by: Musab, Reem, et al.
Published: (2019)
Vibration suppression of flexible beam using eddy current damper
by: Hasan, Zainal Abidin
Published: (2013)
by: Hasan, Zainal Abidin
Published: (2013)
Vibration suppression of flexible beam using electromagnetic shunt damper
by: Ariffin, Abdullah
Published: (2013)
by: Ariffin, Abdullah
Published: (2013)
Identification of corrosion on a hollow tube using vibration
by: Cheng, S. T., et al.
Published: (2014)
by: Cheng, S. T., et al.
Published: (2014)
Vibration control of single link flexible manipulator by using neural network
by: Muhammad Zulhilmi, Zakaria
Published: (2013)
by: Muhammad Zulhilmi, Zakaria
Published: (2013)
Simulation of ammoniacal nitrogen effluent using feedforward multilayer neural networks
by: Jami, Mohammed Saedi, et al.
Published: (2011)
by: Jami, Mohammed Saedi, et al.
Published: (2011)
Control Strategy for Active Vibration Suppression of Flexible Robot Manipulator
by: Mohd Ashraf, Ahmad, et al.
Published: (2010)
by: Mohd Ashraf, Ahmad, et al.
Published: (2010)
Stochastic numerical treatment for solving Falkner–Skan equations using feedforward neural networks
by: Ahmad, Iftikhar, et al.
Published: (2017)
by: Ahmad, Iftikhar, et al.
Published: (2017)
Forecasting sunspot numbers with Feedforward Neural Networks (FNN) using 'sunspot neural forecaster' system
by: Reza Ezuan, Samin, et al.
Published: (2011)
by: Reza Ezuan, Samin, et al.
Published: (2011)
Impacts of sample design for validation data on the accuracy of feedforward neural network classification
by: Foody, Giles
Published: (2017)
by: Foody, Giles
Published: (2017)
Comparison of Hybrid Control Schemes for Vibration Suppression
of Flexible Robot Manipulator
by: Mohd Ashraf, Ahmad, et al.
Published: (2009)
by: Mohd Ashraf, Ahmad, et al.
Published: (2009)
ERNN: A biologically inspired feedforward neural network to discriminate emotion from EEG signal
by: Khosrowabadi, Reza, et al.
Published: (2014)
by: Khosrowabadi, Reza, et al.
Published: (2014)
Characterization of tool wear in friction drilling
by: Ismail, Mohd Idris Shah, et al.
Published: (2018)
by: Ismail, Mohd Idris Shah, et al.
Published: (2018)
Multi-objective optimization in friction drilling of AISI1045 steel using grey relational analysis
by: Abdul Mutalib, Mohd Zurrayen, et al.
Published: (2020)
by: Abdul Mutalib, Mohd Zurrayen, et al.
Published: (2020)
Development of the propagation paths and deriving observer of feedforward active noise control system by using state-space formulation
by: Muhssin, Mazin T., et al.
Published: (2010)
by: Muhssin, Mazin T., et al.
Published: (2010)
Prostate cancer prediction using feedforward neural network trained with particle swarm optimizer
by: Jui, Julakha Jahan, et al.
Published: (2022)
by: Jui, Julakha Jahan, et al.
Published: (2022)
Similar Items
-
Training feedforward neural networks for fault diagnosis of ball bearing
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2018) -
Active vibration control of a flexible beam structure using chaotic fractal search algorithm
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2017) -
Chaotic fractal search algorithm for global optimization with application to control design
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2017) -
Performance evaluation of chaos-enhanced stochastic fractal search algorithm using constrained engineering design problems
by: Tuan Abdul Rahman, Tuan Ahmad Zahidi, et al.
Published: (2017) -
Hydrostatic bearing circular recess damping characteristic effectiveness on rotor vibration
by: Seperamaniam, Thandayuthapani, et al.
Published: (2018)