Modeling and Control of Crane Overload Protection During Marine Lifting Operation Based on Model Predictive Control

This paper deals with a nonlinear model predictive control (NMPC) scheme for a winch servo motor to overcome the sudden peak tension in the lifting wire caused by a lumped-mass payload at the beginning of a lifting off or a lowering operation. The crane-wire-payload system is modeled in 3 degrees of...

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Published in:Volume 9: Offshore Geotechnics; Torgeir Moan Honoring Symposium
Main Authors: Ren, Zhengru, Skjetne, Roger, Gao, Zhen
Format: Book Part
Language:English
Published: American Society of Mechanical Engineers (ASME) 2017
Subjects:
Online Access:http://hdl.handle.net/11250/2468174
https://doi.org/10.1115/OMAE2017-62003
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spelling ftntnutrondheimi:oai:ntnuopen.ntnu.no:11250/2468174 2023-05-15T14:24:09+02:00 Modeling and Control of Crane Overload Protection During Marine Lifting Operation Based on Model Predictive Control Ren, Zhengru Skjetne, Roger Gao, Zhen 2017 http://hdl.handle.net/11250/2468174 https://doi.org/10.1115/OMAE2017-62003 eng eng American Society of Mechanical Engineers (ASME) ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 9: Offshore Geotechnics; Torgeir Moan Honoring Symposium urn:isbn:978-0-7918-5777-9 http://hdl.handle.net/11250/2468174 https://doi.org/10.1115/OMAE2017-62003 cristin:1508417 Chapter Peer reviewed 2017 ftntnutrondheimi https://doi.org/10.1115/OMAE2017-62003 2019-09-17T06:53:05Z This paper deals with a nonlinear model predictive control (NMPC) scheme for a winch servo motor to overcome the sudden peak tension in the lifting wire caused by a lumped-mass payload at the beginning of a lifting off or a lowering operation. The crane-wire-payload system is modeled in 3 degrees of freedom with the Newton-Euler approach. Direct multiple shooting and real-time iteration (RTI) scheme are employed to provide feedback control input to the winch servo. Simulations are implemented with MATLAB and CaSADi toolkit. By well tuning the weighting matrices, the NMPC controller can reduce the snatch loads in the lifting wire and the winch loads simultaneously. A comparative study with a PID controller is conducted to verify its performance. publishedVersion (c) 2017 by ASME Book Part Arctic NTNU Open Archive (Norwegian University of Science and Technology) Volume 9: Offshore Geotechnics; Torgeir Moan Honoring Symposium
institution Open Polar
collection NTNU Open Archive (Norwegian University of Science and Technology)
op_collection_id ftntnutrondheimi
language English
description This paper deals with a nonlinear model predictive control (NMPC) scheme for a winch servo motor to overcome the sudden peak tension in the lifting wire caused by a lumped-mass payload at the beginning of a lifting off or a lowering operation. The crane-wire-payload system is modeled in 3 degrees of freedom with the Newton-Euler approach. Direct multiple shooting and real-time iteration (RTI) scheme are employed to provide feedback control input to the winch servo. Simulations are implemented with MATLAB and CaSADi toolkit. By well tuning the weighting matrices, the NMPC controller can reduce the snatch loads in the lifting wire and the winch loads simultaneously. A comparative study with a PID controller is conducted to verify its performance. publishedVersion (c) 2017 by ASME
format Book Part
author Ren, Zhengru
Skjetne, Roger
Gao, Zhen
spellingShingle Ren, Zhengru
Skjetne, Roger
Gao, Zhen
Modeling and Control of Crane Overload Protection During Marine Lifting Operation Based on Model Predictive Control
author_facet Ren, Zhengru
Skjetne, Roger
Gao, Zhen
author_sort Ren, Zhengru
title Modeling and Control of Crane Overload Protection During Marine Lifting Operation Based on Model Predictive Control
title_short Modeling and Control of Crane Overload Protection During Marine Lifting Operation Based on Model Predictive Control
title_full Modeling and Control of Crane Overload Protection During Marine Lifting Operation Based on Model Predictive Control
title_fullStr Modeling and Control of Crane Overload Protection During Marine Lifting Operation Based on Model Predictive Control
title_full_unstemmed Modeling and Control of Crane Overload Protection During Marine Lifting Operation Based on Model Predictive Control
title_sort modeling and control of crane overload protection during marine lifting operation based on model predictive control
publisher American Society of Mechanical Engineers (ASME)
publishDate 2017
url http://hdl.handle.net/11250/2468174
https://doi.org/10.1115/OMAE2017-62003
genre Arctic
genre_facet Arctic
op_relation ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 9: Offshore Geotechnics; Torgeir Moan Honoring Symposium
urn:isbn:978-0-7918-5777-9
http://hdl.handle.net/11250/2468174
https://doi.org/10.1115/OMAE2017-62003
cristin:1508417
op_doi https://doi.org/10.1115/OMAE2017-62003
container_title Volume 9: Offshore Geotechnics; Torgeir Moan Honoring Symposium
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