Operational coastal ocean modelling for tidal stream turbine arrays

Operational ocean models are widely applied for Earth and ocean observation for real-time predictions of ocean processes at large scales. Adaptations of these systems could cater more specific engineering and finer, metre-scale, applications. With this in mind, we consider the operational modelling for tidal stream turbine arrays, where multiple scales of coastal ocean hydrodynamics must be reconciled to facilitate the conversion of hydrokinetic energy. In monitoring an array's performance, impact, and ocean interactions, an operational modelling system must resolve both metocean forcing from tens of kilometres away and fine-scale flow patterns around individual turbines. This study demonstrates the functionality, utility, and sensitivity of such a system to support the design of tidal arrays. We focus on a turbine array operating in the Pentland Firth, Scotland. The tidal array operational model is designed to operate in real-time, allows web clients to ingest data, and returns design data summarised and visualised in a web dashboard, alongside a series of appropriate metrics. We note significant trade-offs with respect to the modelling setup balancing resolution and accuracy against measured data. We also demonstrate the value of multi-scale ocean modelling from an operational perspective, which focuses computational effort where it is most needed to deliver near-real-time information reliably.

Authors

Publication Details

Journal
Applied Ocean Research
Published
2025-11-07
DOI
https://doi.org/10.1016/j.apor.2025.104847
Primary Topic
Wind Energy Research and Development
Type
article
Field-Weighted Citation Impact
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article

Operational coastal ocean modelling for tidal stream turbine arrays

Brian Sellar, Nguyen Quang Chien, João Ribeiro, Connor Jordan et al.
Applied Ocean Research
Wind Energy Research and Development
article

Operational coastal ocean modelling for tidal stream turbine arrays

Brian Sellar, Nguyen Quang Chien, João Ribeiro, Connor Jordan, Adélio Silva, Athanasios Angeloudis, Emils Brazovskis
article en

Abstract

Operational ocean models are widely applied for Earth and ocean observation for real-time predictions of ocean processes at large scales. Adaptations of these systems could cater more specific engineering and finer, metre-scale, applications. With this in mind, we consider the operational modelling for tidal stream turbine arrays, where multiple scales of coastal ocean hydrodynamics must be reconciled to facilitate the conversion of hydrokinetic energy. In monitoring an array's performance, impact, and ocean interactions, an operational modelling system must resolve both metocean forcing from tens of kilometres away and fine-scale flow patterns around individual turbines. This study demonstrates the functionality, utility, and sensitivity of such a system to support the design of tidal arrays. We focus on a turbine array operating in the Pentland Firth, Scotland. The tidal array operational model is designed to operate in real-time, allows web clients to ingest data, and returns design data summarised and visualised in a web dashboard, alongside a series of appropriate metrics. We note significant trade-offs with respect to the modelling setup balancing resolution and accuracy against measured data. We also demonstrate the value of multi-scale ocean modelling from an operational perspective, which focuses computational effort where it is most needed to deliver near-real-time information reliably.

Applied Ocean ResearchVol. 165
Openalex Percentile: Top 55%
Wind Energy Research and Development
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Operational coastal ocean modelling for tidal stream turbine arrays — Brian Sellar, Nguyen Quang Chien, et al. · Applied Ocean Research (2025) | TGRS Research Map | TGRS