Black-box modelling of a three-body hinge-barge wave energy device via forces responses

F. Jaramillo-Lopez; J. Ringwood; B. Flannery; J. Murphy

Black-box modelling of a three-body hinge-barge wave energy device via forces responses

F. Jaramillo-Lopez
, J. Ringwood
, B. Flannery
, J. Murphy

Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review

Abstract

Effective modelling of Wave Energy Converters (WEC) is fundamental in the design and implementation of power-maximizing controllers. It is possible to get accurate dynamic models with system identification techniques based on experimental input-output data. However, even though these techniques are well developed in other application areas they are seldom used in the context of WECs. This work describes the methodology used to model a three-body hinge-barge wave energy device using experimental data. Some identification strategies are discussed to get a linear time-invariant dynamic model. The obtained model is validated against a data set separate from that used for identification, to ensure the generalisation capabilities of the model.

Original language	English
Title of host publication	Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020
Editors	C. Guedes Soares
Publisher	CRC Press/Balkema
Pages	231-237
Number of pages	7
ISBN (Electronic)	9780367681319
Publication status	Published - 2021
Event	4th International Conference on Renewable Energies Offshore, RENEW 2020 - Lisbon, Portugal Duration: 12 Oct 2020 → 15 Oct 2020

Publication series

Name	Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020

Conference

Conference	4th International Conference on Renewable Energies Offshore, RENEW 2020
Country/Territory	Portugal
City	Lisbon
Period	12/10/20 → 15/10/20

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Cite this

Jaramillo-Lopez, F., Ringwood, J., Flannery, B., & Murphy, J. (2021). Black-box modelling of a three-body hinge-barge wave energy device via forces responses. In C. G. Soares (Ed.), Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020 (pp. 231-237). (Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020). CRC Press/Balkema.

Jaramillo-Lopez, F. ; Ringwood, J. ; Flannery, B. et al. / Black-box modelling of a three-body hinge-barge wave energy device via forces responses. Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020. editor / C. Guedes Soares. CRC Press/Balkema, 2021. pp. 231-237 (Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020).

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title = "Black-box modelling of a three-body hinge-barge wave energy device via forces responses",

abstract = "Effective modelling of Wave Energy Converters (WEC) is fundamental in the design and implementation of power-maximizing controllers. It is possible to get accurate dynamic models with system identification techniques based on experimental input-output data. However, even though these techniques are well developed in other application areas they are seldom used in the context of WECs. This work describes the methodology used to model a three-body hinge-barge wave energy device using experimental data. Some identification strategies are discussed to get a linear time-invariant dynamic model. The obtained model is validated against a data set separate from that used for identification, to ensure the generalisation capabilities of the model.",

author = "F. Jaramillo-Lopez and J. Ringwood and B. Flannery and J. Murphy",

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series = "Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020",

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Jaramillo-Lopez, F, Ringwood, J, Flannery, B & Murphy, J 2021, Black-box modelling of a three-body hinge-barge wave energy device via forces responses. in CG Soares (ed.), Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020. Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020, CRC Press/Balkema, pp. 231-237, 4th International Conference on Renewable Energies Offshore, RENEW 2020, Lisbon, Portugal, 12/10/20.

Black-box modelling of a three-body hinge-barge wave energy device via forces responses. / Jaramillo-Lopez, F.; Ringwood, J.; Flannery, B. et al.
Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020. ed. / C. Guedes Soares. CRC Press/Balkema, 2021. p. 231-237 (Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020).

Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review

TY - GEN

T1 - Black-box modelling of a three-body hinge-barge wave energy device via forces responses

AU - Jaramillo-Lopez, F.

AU - Ringwood, J.

AU - Flannery, B.

AU - Murphy, J.

PY - 2021

Y1 - 2021

N2 - Effective modelling of Wave Energy Converters (WEC) is fundamental in the design and implementation of power-maximizing controllers. It is possible to get accurate dynamic models with system identification techniques based on experimental input-output data. However, even though these techniques are well developed in other application areas they are seldom used in the context of WECs. This work describes the methodology used to model a three-body hinge-barge wave energy device using experimental data. Some identification strategies are discussed to get a linear time-invariant dynamic model. The obtained model is validated against a data set separate from that used for identification, to ensure the generalisation capabilities of the model.

AB - Effective modelling of Wave Energy Converters (WEC) is fundamental in the design and implementation of power-maximizing controllers. It is possible to get accurate dynamic models with system identification techniques based on experimental input-output data. However, even though these techniques are well developed in other application areas they are seldom used in the context of WECs. This work describes the methodology used to model a three-body hinge-barge wave energy device using experimental data. Some identification strategies are discussed to get a linear time-invariant dynamic model. The obtained model is validated against a data set separate from that used for identification, to ensure the generalisation capabilities of the model.

UR - https://www.scopus.com/pages/publications/85117403488

M3 - Conference proceeding

AN - SCOPUS:85117403488

T3 - Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020

SP - 231

EP - 237

BT - Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020

A2 - Soares, C. Guedes

PB - CRC Press/Balkema

T2 - 4th International Conference on Renewable Energies Offshore, RENEW 2020

Y2 - 12 October 2020 through 15 October 2020

ER -

Jaramillo-Lopez F, Ringwood J, Flannery B, Murphy J. Black-box modelling of a three-body hinge-barge wave energy device via forces responses. In Soares CG, editor, Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020. CRC Press/Balkema. 2021. p. 231-237. (Developments in Renewable Energies Offshore - Proceedings the 4th International Conference on Renewable Energies Offshore, RENEW 2020).

Black-box modelling of a three-body hinge-barge wave energy device via forces responses

Abstract

Publication series

Conference

UN SDGs

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