Experimental validation of a nonlinear mpc strategy for a wave energy converter prototype

One of the major limitations to the development of advanced wave energy converters (WECs) control strategies are the associated computational costs. For instance, model predictive control (MPC) strategies have the potential to obtain almost optimal performance, provided that the imperfect power conv...

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Published in:Volume 6: Ocean Space Utilization; Ocean Renewable Energy
Main Authors: Nguyen, Hoai Nam, Sabiron, Guillaume, Tona, Paolino, Kramer, Morten Mejlhede, Sanchez Vidal, Enrique
Format: Article in Journal/Newspaper
Language:English
Published: American Society of Mechanical Engineers 2016
Subjects:
Online Access:https://vbn.aau.dk/da/publications/e5a852d4-15e1-4174-b1cf-29de9a770a47
https://doi.org/10.1115/OMAE2016-54455
http://www.scopus.com/inward/record.url?scp=84996482903&partnerID=8YFLogxK
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author Nguyen, Hoai Nam
Sabiron, Guillaume
Tona, Paolino
Kramer, Morten Mejlhede
Sanchez Vidal, Enrique
author_facet Nguyen, Hoai Nam
Sabiron, Guillaume
Tona, Paolino
Kramer, Morten Mejlhede
Sanchez Vidal, Enrique
author_sort Nguyen, Hoai Nam
collection Aalborg University's Research Portal
container_title Volume 6: Ocean Space Utilization; Ocean Renewable Energy
description One of the major limitations to the development of advanced wave energy converters (WECs) control strategies are the associated computational costs. For instance, model predictive control (MPC) strategies have the potential to obtain almost optimal performance, provided that the imperfect power conversion in the power take-off (PTO) system is correctly taken into account in the optimization criterion and that the incoming wave force can be estimated and forecast. However, demanding computational requirements as well as the unresolved issue of wave force estimation have so far prevented real-time implementation and validation of such MPC strategies. In this paper, we present the successful experimental results obtained on a scaled-down prototype of the well-known Wavestar machine. Performance comparisons are provided for nonlinear MPC versus a reference PI controller.
format Article in Journal/Newspaper
genre Arctic
genre_facet Arctic
id ftalborgunivpubl:oai:pure.atira.dk:publications/e5a852d4-15e1-4174-b1cf-29de9a770a47
institution Open Polar
language English
op_collection_id ftalborgunivpubl
op_doi https://doi.org/10.1115/OMAE2016-54455
op_rights info:eu-repo/semantics/closedAccess
op_source Nguyen , H N , Sabiron , G , Tona , P , Kramer , M M & Sanchez Vidal , E 2016 , Experimental validation of a nonlinear mpc strategy for a wave energy converter prototype . in ASME 2016 35th International Conference on Ocean, Offshore and Arctic Engineering : Ocean Space Utilization; Ocean Renewable Energy . vol. 6 , OMAE2016-54455 , American Society of Mechanical Engineers , ASME 2016 35th International Conference on Ocean, Offshore and Arctic Engineering, OMAE 2016 , Busan , Korea, Republic of , 19/06/2016 . https://doi.org/10.1115/OMAE2016-54455
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spelling ftalborgunivpubl:oai:pure.atira.dk:publications/e5a852d4-15e1-4174-b1cf-29de9a770a47 2025-01-16T19:53:46+00:00 Experimental validation of a nonlinear mpc strategy for a wave energy converter prototype Nguyen, Hoai Nam Sabiron, Guillaume Tona, Paolino Kramer, Morten Mejlhede Sanchez Vidal, Enrique 2016 https://vbn.aau.dk/da/publications/e5a852d4-15e1-4174-b1cf-29de9a770a47 https://doi.org/10.1115/OMAE2016-54455 http://www.scopus.com/inward/record.url?scp=84996482903&partnerID=8YFLogxK eng eng American Society of Mechanical Engineers info:eu-repo/semantics/closedAccess Nguyen , H N , Sabiron , G , Tona , P , Kramer , M M & Sanchez Vidal , E 2016 , Experimental validation of a nonlinear mpc strategy for a wave energy converter prototype . in ASME 2016 35th International Conference on Ocean, Offshore and Arctic Engineering : Ocean Space Utilization; Ocean Renewable Energy . vol. 6 , OMAE2016-54455 , American Society of Mechanical Engineers , ASME 2016 35th International Conference on Ocean, Offshore and Arctic Engineering, OMAE 2016 , Busan , Korea, Republic of , 19/06/2016 . https://doi.org/10.1115/OMAE2016-54455 contributionToPeriodical 2016 ftalborgunivpubl https://doi.org/10.1115/OMAE2016-54455 2025-01-07T03:07:32Z One of the major limitations to the development of advanced wave energy converters (WECs) control strategies are the associated computational costs. For instance, model predictive control (MPC) strategies have the potential to obtain almost optimal performance, provided that the imperfect power conversion in the power take-off (PTO) system is correctly taken into account in the optimization criterion and that the incoming wave force can be estimated and forecast. However, demanding computational requirements as well as the unresolved issue of wave force estimation have so far prevented real-time implementation and validation of such MPC strategies. In this paper, we present the successful experimental results obtained on a scaled-down prototype of the well-known Wavestar machine. Performance comparisons are provided for nonlinear MPC versus a reference PI controller. Article in Journal/Newspaper Arctic Aalborg University's Research Portal Volume 6: Ocean Space Utilization; Ocean Renewable Energy
spellingShingle Nguyen, Hoai Nam
Sabiron, Guillaume
Tona, Paolino
Kramer, Morten Mejlhede
Sanchez Vidal, Enrique
Experimental validation of a nonlinear mpc strategy for a wave energy converter prototype
title Experimental validation of a nonlinear mpc strategy for a wave energy converter prototype
title_full Experimental validation of a nonlinear mpc strategy for a wave energy converter prototype
title_fullStr Experimental validation of a nonlinear mpc strategy for a wave energy converter prototype
title_full_unstemmed Experimental validation of a nonlinear mpc strategy for a wave energy converter prototype
title_short Experimental validation of a nonlinear mpc strategy for a wave energy converter prototype
title_sort experimental validation of a nonlinear mpc strategy for a wave energy converter prototype
url https://vbn.aau.dk/da/publications/e5a852d4-15e1-4174-b1cf-29de9a770a47
https://doi.org/10.1115/OMAE2016-54455
http://www.scopus.com/inward/record.url?scp=84996482903&partnerID=8YFLogxK