Intelligent PID controller of flexible link manipulator with payload

This paper presents the experimental study of intelligent PID controller with the present of payload. The controllers were constructed to optimally track the desired hub angle and vibration suppression of DLFRM. The hub angle and end-point vibration models were identified based on NNARX structure. T...

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Main Authors: Jamali, A., Mat Darus, I. Z., Tokhi, M. O.
Format: Conference or Workshop Item
Language:English
Published: 2020
Subjects:
Online Access:http://eprints.utm.my/id/eprint/92930/1/IntanZaurah2020_IntelligentPIDControllerofFlexibleLink.pdf
http://eprints.utm.my/id/eprint/92930/
http://dx.doi.org/10.1109/MECnIT48290.2020.9166609
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spelling my.utm.929302021-11-07T05:55:02Z http://eprints.utm.my/id/eprint/92930/ Intelligent PID controller of flexible link manipulator with payload Jamali, A. Mat Darus, I. Z. Tokhi, M. O. TJ Mechanical engineering and machinery This paper presents the experimental study of intelligent PID controller with the present of payload. The controllers were constructed to optimally track the desired hub angle and vibration suppression of DLFRM. The hub angle and end-point vibration models were identified based on NNARX structure. The results of all developed controllers were analyzed in terms of trajectory tracking and vibration suppression of DLFRM subjected to disturbance. The simulation studies showed that the intelligent PID controllers have provided good performance. Further investigation via experimental studies was carried out. The results revealed that the intelligent PID control structure able to show similar performance up to 20 g of payload hold by the system. Once the payload increased more than 20 g, the performance of the controller degrades. Thus, it can be concluded that, the controllers can be applied in real application, provided the tuning process were carried out with the existence of the maximum payload which will be subjected in the system. The 20 g payload value can act as uncertainty for the controller performance. 2020 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/92930/1/IntanZaurah2020_IntelligentPIDControllerofFlexibleLink.pdf Jamali, A. and Mat Darus, I. Z. and Tokhi, M. O. (2020) Intelligent PID controller of flexible link manipulator with payload. In: 3rd International Conference on Mechanical, Electronics, Computer, and Industrial Technology, MECnIT 2020, 25 - 26 June 2020, Medan, Indonesia. http://dx.doi.org/10.1109/MECnIT48290.2020.9166609
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Jamali, A.
Mat Darus, I. Z.
Tokhi, M. O.
Intelligent PID controller of flexible link manipulator with payload
description This paper presents the experimental study of intelligent PID controller with the present of payload. The controllers were constructed to optimally track the desired hub angle and vibration suppression of DLFRM. The hub angle and end-point vibration models were identified based on NNARX structure. The results of all developed controllers were analyzed in terms of trajectory tracking and vibration suppression of DLFRM subjected to disturbance. The simulation studies showed that the intelligent PID controllers have provided good performance. Further investigation via experimental studies was carried out. The results revealed that the intelligent PID control structure able to show similar performance up to 20 g of payload hold by the system. Once the payload increased more than 20 g, the performance of the controller degrades. Thus, it can be concluded that, the controllers can be applied in real application, provided the tuning process were carried out with the existence of the maximum payload which will be subjected in the system. The 20 g payload value can act as uncertainty for the controller performance.
format Conference or Workshop Item
author Jamali, A.
Mat Darus, I. Z.
Tokhi, M. O.
author_facet Jamali, A.
Mat Darus, I. Z.
Tokhi, M. O.
author_sort Jamali, A.
title Intelligent PID controller of flexible link manipulator with payload
title_short Intelligent PID controller of flexible link manipulator with payload
title_full Intelligent PID controller of flexible link manipulator with payload
title_fullStr Intelligent PID controller of flexible link manipulator with payload
title_full_unstemmed Intelligent PID controller of flexible link manipulator with payload
title_sort intelligent pid controller of flexible link manipulator with payload
publishDate 2020
url http://eprints.utm.my/id/eprint/92930/1/IntanZaurah2020_IntelligentPIDControllerofFlexibleLink.pdf
http://eprints.utm.my/id/eprint/92930/
http://dx.doi.org/10.1109/MECnIT48290.2020.9166609
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score 13.159267