A hybrid control scheme for a twin rotor system with multi objective genetic algorithm

Control of vibration suppressions is crucial for applications in engineering particularly in the area of aircraft system. A hybrid control approach encompasses of using a feedforward intelligent command shaping technique with combination of intelligent PID feedback control is presented in...

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Main Authors: Toha, Siti Fauziah, Tokhi, M. Osman
Format: Conference or Workshop Item
Language:English
Published: 2010
Subjects:
Online Access:http://irep.iium.edu.my/7122/1/05481088.pdf
http://irep.iium.edu.my/7122/
http://dx.doi.org/10.1109/UKSIM.2010.28
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spelling my.iium.irep.71222012-10-09T01:00:19Z http://irep.iium.edu.my/7122/ A hybrid control scheme for a twin rotor system with multi objective genetic algorithm Toha, Siti Fauziah Tokhi, M. Osman TA Engineering (General). Civil engineering (General) Control of vibration suppressions is crucial for applications in engineering particularly in the area of aircraft system. A hybrid control approach encompasses of using a feedforward intelligent command shaping technique with combination of intelligent PID feedback control is presented in this paper. The advantage of using command shaping is to reduce system vibration. However, it can cause delay in system response resulting to a conflict between vibration suppression and rise time response. Multi objective genetic algorithm is employ in this work to determine a set of solutions for the amplitudes and corresponding time locations of impulses on an extra sensitive (EI) command shaping 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/7122/1/05481088.pdf Toha, Siti Fauziah and Tokhi, M. Osman (2010) A hybrid control scheme for a twin rotor system with multi objective genetic algorithm. In: IEEE Proceedings of UKSim 2010: 12th International Conference on Computer Modelling and Simulation, 2010, 24-26 March 2010, Cambridge University. http://dx.doi.org/10.1109/UKSIM.2010.28 doi:10.1109/UKSIM.2010.28
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 TA Engineering (General). Civil engineering (General)
spellingShingle TA Engineering (General). Civil engineering (General)
Toha, Siti Fauziah
Tokhi, M. Osman
A hybrid control scheme for a twin rotor system with multi objective genetic algorithm
description Control of vibration suppressions is crucial for applications in engineering particularly in the area of aircraft system. A hybrid control approach encompasses of using a feedforward intelligent command shaping technique with combination of intelligent PID feedback control is presented in this paper. The advantage of using command shaping is to reduce system vibration. However, it can cause delay in system response resulting to a conflict between vibration suppression and rise time response. Multi objective genetic algorithm is employ in this work to determine a set of solutions for the amplitudes and corresponding time locations of impulses on an extra sensitive (EI) command shaping 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. Osman
author_facet Toha, Siti Fauziah
Tokhi, M. Osman
author_sort Toha, Siti Fauziah
title A hybrid control scheme for a twin rotor system with multi objective genetic algorithm
title_short A hybrid control scheme for a twin rotor system with multi objective genetic algorithm
title_full A hybrid control scheme for a twin rotor system with multi objective genetic algorithm
title_fullStr A hybrid control scheme for a twin rotor system with multi objective genetic algorithm
title_full_unstemmed A hybrid control scheme for a twin rotor system with multi objective genetic algorithm
title_sort hybrid control scheme for a twin rotor system with multi objective genetic algorithm
publishDate 2010
url http://irep.iium.edu.my/7122/1/05481088.pdf
http://irep.iium.edu.my/7122/
http://dx.doi.org/10.1109/UKSIM.2010.28
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score 13.211869