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...
Published in: | Volume 6: Ocean Space Utilization; Ocean Renewable Energy |
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Main Authors: | , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
American Society of Mechanical Engineers
2016
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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 |
_version_ | 1821789765364613120 |
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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 |
publishDate | 2016 |
publisher | American Society of Mechanical Engineers |
record_format | openpolar |
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 |