Augmented feedforward and feedback control of a twin rotor system using real-coded MOGA

Vibration suppression is crucial for applications in engineering particularly for aircraft systems. A hybrid control approach comprising a feedforward intelligent command shaping technique inverse-model based PID feedback control is presented in this paper. The proposed augmented control scheme is u...

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Main Authors: Toha, Siti Fauziah, Tokhi, M. O.
Format: Conference or Workshop Item
Language:English
Published: 2010
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Online Access:http://irep.iium.edu.my/7068/1/Augmented_feedforward_and_feedback_control_of_a_twin_rotor_system_using_real-coded_MOGA.pdf
http://irep.iium.edu.my/7068/
http://dx.doi.org/10.1109/CEC.2010.5586130
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spelling my.iium.irep.70682012-10-09T00:59:43Z http://irep.iium.edu.my/7068/ Augmented feedforward and feedback control of a twin rotor system using real-coded MOGA Toha, Siti Fauziah Tokhi, M. O. TL Motor vehicles. Aeronautics. Astronautics Vibration suppression is crucial for applications in engineering particularly for aircraft systems. A hybrid control approach comprising a feedforward intelligent command shaping technique inverse-model based PID feedback control is presented in this paper. The proposed augmented control scheme is used to control both the flexible motion and rigid body dynamics of a twin rotor multi-input multi-optput system (TRMS). The advantage of using command shaping is to reduce system vibration. However, it can cause delay in system. Furthermore, performance requirements based on tracking error, rise time, settling time, percentage overshoot and steady state error are often found to be conflicting with one another in most flexible systems. Therefore real-coded multi objective genetic algorithm is employed in this work to compromise the problems and determine a set of solutions for the amplitudes and corresponding time locations of impulses on an extra sensitive (EI), four-impulse sequence command shaper as well as gain parameters for the PID controller. The effectiveness of the proposed technique is assessed both in the time domain and the frequency domain. Moreover, a comparative assessment of the performance of the technique with the system response and unshaped finite step input is presented. 2010 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/7068/1/Augmented_feedforward_and_feedback_control_of_a_twin_rotor_system_using_real-coded_MOGA.pdf Toha, Siti Fauziah and Tokhi, M. O. (2010) Augmented feedforward and feedback control of a twin rotor system using real-coded MOGA. In: 2010 IEEE Congress on Evolutionary Computation (CEC), 18-23 July 2010, Barcelona. http://dx.doi.org/10.1109/CEC.2010.5586130 doi:10.1109/CEC.2010.5586130
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic TL Motor vehicles. Aeronautics. Astronautics
spellingShingle TL Motor vehicles. Aeronautics. Astronautics
Toha, Siti Fauziah
Tokhi, M. O.
Augmented feedforward and feedback control of a twin rotor system using real-coded MOGA
description Vibration suppression is crucial for applications in engineering particularly for aircraft systems. A hybrid control approach comprising a feedforward intelligent command shaping technique inverse-model based PID feedback control is presented in this paper. The proposed augmented control scheme is used to control both the flexible motion and rigid body dynamics of a twin rotor multi-input multi-optput system (TRMS). The advantage of using command shaping is to reduce system vibration. However, it can cause delay in system. Furthermore, performance requirements based on tracking error, rise time, settling time, percentage overshoot and steady state error are often found to be conflicting with one another in most flexible systems. Therefore real-coded multi objective genetic algorithm is employed in this work to compromise the problems and determine a set of solutions for the amplitudes and corresponding time locations of impulses on an extra sensitive (EI), four-impulse sequence command shaper as well as gain parameters for the PID controller. The effectiveness of the proposed technique is assessed both in the time domain and the frequency domain. Moreover, a comparative assessment of the performance of the technique with the system response and unshaped finite step input is presented.
format Conference or Workshop Item
author Toha, Siti Fauziah
Tokhi, M. O.
author_facet Toha, Siti Fauziah
Tokhi, M. O.
author_sort Toha, Siti Fauziah
title Augmented feedforward and feedback control of a twin rotor system using real-coded MOGA
title_short Augmented feedforward and feedback control of a twin rotor system using real-coded MOGA
title_full Augmented feedforward and feedback control of a twin rotor system using real-coded MOGA
title_fullStr Augmented feedforward and feedback control of a twin rotor system using real-coded MOGA
title_full_unstemmed Augmented feedforward and feedback control of a twin rotor system using real-coded MOGA
title_sort augmented feedforward and feedback control of a twin rotor system using real-coded moga
publishDate 2010
url http://irep.iium.edu.my/7068/1/Augmented_feedforward_and_feedback_control_of_a_twin_rotor_system_using_real-coded_MOGA.pdf
http://irep.iium.edu.my/7068/
http://dx.doi.org/10.1109/CEC.2010.5586130
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score 13.154949