Design of fractional order controller for a servohydraulic positioning system with micro artificial bee colony algorithm

This paper deals with an interesting application of designing a Fractional Order Controller for a Servo hydraulic positioning system, to compensate the negative effects of fluid leakage across a faulty actuator piston seal. A novel micro artificial bee colony algorithm (μABC) has been proposed for d...

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Main Authors: Rajasekhar, Anguluri., Das, Swagatam., Suganthan, P. N.
Other Authors: School of Electrical and Electronic Engineering
Format: Conference or Workshop Item
Language:English
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10356/84514
http://hdl.handle.net/10220/12036
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-845142020-03-07T13:24:44Z Design of fractional order controller for a servohydraulic positioning system with micro artificial bee colony algorithm Rajasekhar, Anguluri. Das, Swagatam. Suganthan, P. N. School of Electrical and Electronic Engineering IEEE Congress on Evolutionary Computation (2012 : Brisbane, Australia) DRNTU::Engineering::Electrical and electronic engineering This paper deals with an interesting application of designing a Fractional Order Controller for a Servo hydraulic positioning system, to compensate the negative effects of fluid leakage across a faulty actuator piston seal. A novel micro artificial bee colony algorithm (μABC) has been proposed for designing this Fractional order Controller based on minimizing Integral Time Absolute Error (ITAE) criterion. As μABC requires a less number of bees, the solution is obtained much faster than that of basic Artificial Bee Colony (ABC) method. Simulations and comparisons of proposed method along with that of GA and an adaptive variant of ABC in terms of time domain indices indicate the superiority of μABC in designing the fractional controller for a much complex plant. 2013-07-23T03:22:55Z 2019-12-06T15:46:20Z 2013-07-23T03:22:55Z 2019-12-06T15:46:20Z 2012 2012 Conference Paper Rajasekhar, A., Das, S., & Suganthan, P. N. (2012). Design of Fractional Order Controller for a servohydraulic positioning system with micro Artificial Bee Colony algorithm. 2012 IEEE Congress on Evolutionary Computation (CEC). https://hdl.handle.net/10356/84514 http://hdl.handle.net/10220/12036 10.1109/CEC.2012.6256644 en © 2012 IEEE.
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Rajasekhar, Anguluri.
Das, Swagatam.
Suganthan, P. N.
Design of fractional order controller for a servohydraulic positioning system with micro artificial bee colony algorithm
description This paper deals with an interesting application of designing a Fractional Order Controller for a Servo hydraulic positioning system, to compensate the negative effects of fluid leakage across a faulty actuator piston seal. A novel micro artificial bee colony algorithm (μABC) has been proposed for designing this Fractional order Controller based on minimizing Integral Time Absolute Error (ITAE) criterion. As μABC requires a less number of bees, the solution is obtained much faster than that of basic Artificial Bee Colony (ABC) method. Simulations and comparisons of proposed method along with that of GA and an adaptive variant of ABC in terms of time domain indices indicate the superiority of μABC in designing the fractional controller for a much complex plant.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Rajasekhar, Anguluri.
Das, Swagatam.
Suganthan, P. N.
format Conference or Workshop Item
author Rajasekhar, Anguluri.
Das, Swagatam.
Suganthan, P. N.
author_sort Rajasekhar, Anguluri.
title Design of fractional order controller for a servohydraulic positioning system with micro artificial bee colony algorithm
title_short Design of fractional order controller for a servohydraulic positioning system with micro artificial bee colony algorithm
title_full Design of fractional order controller for a servohydraulic positioning system with micro artificial bee colony algorithm
title_fullStr Design of fractional order controller for a servohydraulic positioning system with micro artificial bee colony algorithm
title_full_unstemmed Design of fractional order controller for a servohydraulic positioning system with micro artificial bee colony algorithm
title_sort design of fractional order controller for a servohydraulic positioning system with micro artificial bee colony algorithm
publishDate 2013
url https://hdl.handle.net/10356/84514
http://hdl.handle.net/10220/12036
_version_ 1681044634188382208