The trade-off between tidal-turbine array yield and environmental impact: A habitat suitability modelling approach
File(s)MaxEnt_OTF (3).pdf (6.07 MB)
Accepted version
Author(s)
Du Feu, roan
funke, simon
Kramer, stephanus
hill, jon
Piggott, Matthew
Type
Journal Article
Abstract
In the drive towards a carbon-free society, tidal energy has the potential to become a valuable part of the UK energy supply. Developments are subject to intense scrutiny, and potential environmental impacts must be assessed. Unfortunately many of these impacts are still poorly understood, including the implications that come with altering the hydrodynamics. Here, methods are proposed to quantify ecological impact and to incorporate its minimisation into the array design process. Four tidal developments in the Pentland Firth are modelled with the array optimisation tool OpenTidalFarm, that designs arrays to generate the maximum possible profit. Maximum entropy modelling is used to create habitat suitability maps for species that respond to changes in bedshear stress. Changes in habitat suitability caused by an altered tidal regime are assessed. OpenTidalFarm is adapted to simultaneously optimise array design to maximise both this habitat suitability and to maximise the profit of the array. The problem is thus posed as a multi-objective optimisation problem, and a set of Pareto solutions found, allowing trade-offs between these two objectives to be identified. The methods proposed generate array designs that have reduced negative impact, or even positive impact, on the habitat suitability of specific species or habitats of interest.
Date Issued
2019-12
Date Acceptance
2019-04-25
Citation
Renewable Energy, 2019, 143, pp.390-403
ISSN
1879-0682
Publisher
Elsevier
Start Page
390
End Page
403
Journal / Book Title
Renewable Energy
Volume
143
Copyright Statement
© 2019 Elsevier Ltd. All rights reserved. This manuscript is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Licence http://creativecommons.org/licenses/by-nc-nd/4.0/
Sponsor
Engineering & Physical Science Research Council (E
Engineering & Physical Science Research Council (EPSRC)
Identifier
https://www.sciencedirect.com/science/article/pii/S0960148119306251?via%3Dihub
Grant Number
EP/J010065/1
EP/M011054/1
Subjects
Science & Technology
Technology
Green & Sustainable Science & Technology
Energy & Fuels
Science & Technology - Other Topics
Marine renewable energy
Tidal turbines
Maximum entropy modelling
Multi-objective optimisation
Habitat suitability
Environmental impact
RENEWABLE ENERGY
SPECIES DISTRIBUTIONS
DESIGN OPTIMIZATION
RESOURCE ASSESSMENT
PENTLAND FIRTH
MAXENT
FLOW
Energy
0906 Electrical and Electronic Engineering
0913 Mechanical Engineering
0915 Interdisciplinary Engineering
Publication Status
Published
Date Publish Online
2019-05-04