An improved input shaping design for an efficient sway control of a nonlinear 3d overhead crane with friction

This paper proposes an improved input shaping schem e for an efficient sway control of a nonlinear thre e dimensional (3D) overhead crane with friction using the particle swarm optimi zation (PSO) algorithm. Using this approach, a high er payload sway reduction is obtained as the input shaper is des...

Full description

Saved in:
Bibliographic Details
Main Authors: Mohammad, Javad Maghsoudi, Mohamed, Zaharuddin, Sudin, Shahdan, Buyamin, Salinda, Jaafar, Hazriq Izzuan, Sarvat, M. Ahmad
Format: Article
Published: ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD 2017
Subjects:
Online Access:http://eprints.utm.my/id/eprint/66216/
http://www.sciencedirect.com/science/article/pii/S0888327017300407
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utm.66216
record_format eprints
spelling my.utm.662162017-10-30T01:56:14Z http://eprints.utm.my/id/eprint/66216/ An improved input shaping design for an efficient sway control of a nonlinear 3d overhead crane with friction Mohammad, Javad Maghsoudi Mohamed, Zaharuddin Sudin, Shahdan Buyamin, Salinda Jaafar, Hazriq Izzuan Sarvat, M. Ahmad TK Electrical engineering. Electronics Nuclear engineering This paper proposes an improved input shaping schem e for an efficient sway control of a nonlinear thre e dimensional (3D) overhead crane with friction using the particle swarm optimi zation (PSO) algorithm. Using this approach, a high er payload sway reduction is obtained as the input shaper is designed based on a complete nonlinear model, as compared to the analy tical-based input shaping scheme derived using a linear second order model. Z ero Vibration (ZV) and Distributed Zero Vibration ( DZV) shapers are designed using both analytical and PSO approaches for sway c ontrol of rail and trolley movements. To test the e ffectiveness of the proposed approach, MATLAB simulations and experiments on a l aboratory 3D overhead crane are performed under var ious conditions involving different cable lengths and sway frequencies. Their performances are studied based on a maximum residu al of payload sway and Integrated Absolute Error (IAE) values which indica te total payload sway of the crane. With experiment s, the superiority of the proposed approach over the analytical-based is show n by 30-50% reductions of the IAE values for rail a nd trolley movements, for both ZV and DZV shapers. In addition, simulations result s show higher sway reductions with the proposed app roach. It is revealed that the proposed PSO-based input shaping design provides hi gher payload sway reductions of a 3D overhead crane with friction as compared to the commonly designed input shapers. ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD 2017-01-04 Article PeerReviewed Mohammad, Javad Maghsoudi and Mohamed, Zaharuddin and Sudin, Shahdan and Buyamin, Salinda and Jaafar, Hazriq Izzuan and Sarvat, M. Ahmad (2017) An improved input shaping design for an efficient sway control of a nonlinear 3d overhead crane with friction. Mechanical Systems and Signal Processing, 92 . pp. 364-378. ISSN 08883270 http://www.sciencedirect.com/science/article/pii/S0888327017300407
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/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Mohammad, Javad Maghsoudi
Mohamed, Zaharuddin
Sudin, Shahdan
Buyamin, Salinda
Jaafar, Hazriq Izzuan
Sarvat, M. Ahmad
An improved input shaping design for an efficient sway control of a nonlinear 3d overhead crane with friction
description This paper proposes an improved input shaping schem e for an efficient sway control of a nonlinear thre e dimensional (3D) overhead crane with friction using the particle swarm optimi zation (PSO) algorithm. Using this approach, a high er payload sway reduction is obtained as the input shaper is designed based on a complete nonlinear model, as compared to the analy tical-based input shaping scheme derived using a linear second order model. Z ero Vibration (ZV) and Distributed Zero Vibration ( DZV) shapers are designed using both analytical and PSO approaches for sway c ontrol of rail and trolley movements. To test the e ffectiveness of the proposed approach, MATLAB simulations and experiments on a l aboratory 3D overhead crane are performed under var ious conditions involving different cable lengths and sway frequencies. Their performances are studied based on a maximum residu al of payload sway and Integrated Absolute Error (IAE) values which indica te total payload sway of the crane. With experiment s, the superiority of the proposed approach over the analytical-based is show n by 30-50% reductions of the IAE values for rail a nd trolley movements, for both ZV and DZV shapers. In addition, simulations result s show higher sway reductions with the proposed app roach. It is revealed that the proposed PSO-based input shaping design provides hi gher payload sway reductions of a 3D overhead crane with friction as compared to the commonly designed input shapers.
format Article
author Mohammad, Javad Maghsoudi
Mohamed, Zaharuddin
Sudin, Shahdan
Buyamin, Salinda
Jaafar, Hazriq Izzuan
Sarvat, M. Ahmad
author_facet Mohammad, Javad Maghsoudi
Mohamed, Zaharuddin
Sudin, Shahdan
Buyamin, Salinda
Jaafar, Hazriq Izzuan
Sarvat, M. Ahmad
author_sort Mohammad, Javad Maghsoudi
title An improved input shaping design for an efficient sway control of a nonlinear 3d overhead crane with friction
title_short An improved input shaping design for an efficient sway control of a nonlinear 3d overhead crane with friction
title_full An improved input shaping design for an efficient sway control of a nonlinear 3d overhead crane with friction
title_fullStr An improved input shaping design for an efficient sway control of a nonlinear 3d overhead crane with friction
title_full_unstemmed An improved input shaping design for an efficient sway control of a nonlinear 3d overhead crane with friction
title_sort improved input shaping design for an efficient sway control of a nonlinear 3d overhead crane with friction
publisher ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD
publishDate 2017
url http://eprints.utm.my/id/eprint/66216/
http://www.sciencedirect.com/science/article/pii/S0888327017300407
_version_ 1643655790621360128
score 13.209306