Tidal energy operational and spatial planning optimisation

Lead Research Organisation: Imperial College London
Department Name: Earth Science and Engineering

Abstract

The UK, is committed to reduce greenhouse gas emissions by 80% by the year 2050 relative to 1990 levels, and to meeting 15% of its energy from renewable sources by 2020. Research suggests that the combined operation of tidal stream and range power schemes can exceed 12% of the UK's energy demand from a sustainable, clean energy source. In comparison with other renewable energy sources this comes with complete predictability which means that tidal can play a vital role in meeting the nation's energy needs. At the time of writing this proposal, pilot projects for tidal stream and range based energy generation are in the advanced stages of planning and development within the UK. The first tidal stream turbines installed within a pilot array in the Pentland Firth off of Scotland have just started to generate power. For tidal range-based technologies, the UK Government's "Hendry review", released on the 10th of Feb 2017, recommended that tidal lagoons (tidal range structures) can play an important role in the UK's energy mix. This provides a roadmap towards the development of the Swansea Bay lagoon as a pathfinder project and the first tidal range energy structure of this type worldwide. Construction could commence in 2018, with much larger industrial projects to follow subsequently.

We are thus at a crucial stage in the development of a new tidal-based renewable energy sector where the UK currently leads the world. This project seeks to build on this strong position by providing timely research on the environmental and ecological impacts of new, larger tidal developments in a manner that supports decision making by stakeholders, including coastal engineers, financiers, and primarily those concerned with environmental impacts. This project builds upon a strong foundation of recent work at Imperial College London that has provided the preliminary demonstration of computational methods for the representation of turbine arrays and tidal range structures within multi-scale models, as well as the optimisation of array designs and tidal plant operations to maximise power or profit, while minimising environmental impacts.

The proposed research will focus on the optimal spatial planning and operational control of prospective tidal range projects. Recent computational modelling findings suggest that up-scaling the development of marine energy infrastructure beyond the pilot scale poses a formidable challenge. Industrial proposals need to comprehensively evaluate and compensate for impacts on environmental processes that relate to water quality for sensitive species and tidal dynamics alterations. A quantification of environmental impacts (e.g. tidal flushing, Dissolved Oxygen) via simulation software can become computationally demanding when multiple processes are modelled at a large scale. Opportunities to reduce the computational load could stem from the fact that many of the environmental constraints can be described as objective functions. The optimisation proposed will be fully coupled to the underlying tidal dynamics, so that changes to tidal range structure design and control can feed back to the hydro-environmental processes and vice-versa.

The research will be conducted at the interface of academia and industry, and will be informed by marine energy developers, technical consultants and experts in environmental and coastal processes. Input from industry will be in the form of observed and model data that will be compared against the results of the tidal energy optimisation software. The data will also inform the optimisation method's constraints, and will be used to validate corresponding coastal models that aim to assess optimised designs of a series of industrial tidal range energy proposals. The overarching motivation of the research will be to inform environmental impact assessment practices and the sustainable development of upcoming clean energy technologies that will be developed by the UK's industry.

Publications

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Description As part of the project, models were developed that are applicable to the operation optimisation of tidal range power plants. These progressed smoothly as per the project plan and results of the methodology have now being disseminated.

The methodology developed illustrates how certain prospective schemes can increase their energy output potential, thus promoting a burgeoning sustainable energy sector. The details of the method have been reported for further use with simplified examples within the thetis platform

I have also developed a tracking algorithm within a novel hydrodynamic model to identify hydrodynamic structures that could be accountable for environmental impacts of tidal energy schemes.

Research was communicated highlighting the inconsistency of previous assessments for tidal range energy. A recent article that we published in 2021 assessed the potential of multiple schemes across the UK., using the optimisation methodology proposed through this fellowship.

A novel methodology to quantify complex ecological impacts of tidal range plants, employing machine learning methods to predict changes in species habitat distribution in the surrounding regions.
Exploitation Route These tools are still in development but I am already discussing and applying the models with industrial partners of the fellowship on prospective designs. The incentive is to identify opportunities and flaws of marine energy proposals at an early stage.
Sectors Construction,Energy,Environment

URL https://github.com/thangel/tidalplant
 
Description I have applied the models on certain industrial projects and I have advised on technical solutions and challenges that will need to be addressed as certain proposals develop. At the moment I have also been collaborating with Energy researchers at the University of Birmingham and Imperial College London towards evidence submitted to BEIS regarding the potential of tidal energy.
Sector Energy
Impact Types Economic

 
Title Thetis 
Description Contributions to a coastal ocean model funded by UKRI that is developed as part of research grants related to marine energy 
Type Of Material Computer model/algorithm 
Year Produced 2018 
Provided To Others? Yes  
Impact The software has been used for most of the research outputs 
URL https://thetisproject.org/
 
Description Atlantis Resources 
Organisation Atlantis Resources Ltd
Country United Kingdom 
Sector Private 
PI Contribution Provision of modelling expertise and model outputs to advise on resource assessment
Collaborator Contribution Measured data for validation of models
Impact Currently working on a UK-wide resource assessment of tidal energy resources as part ofthe research grants
Start Year 2019
 
Description Collaboration with Tidetec 
Organisation TideTec
Country Norway 
Sector Private 
PI Contribution I support this collaboration with advice on industrial projects and contribute as academic partners on proposals for pilot scale projects
Collaborator Contribution Tidetec is supporting an industrial PhD studentship, partly supported by EPSRC through the WAMSS CDT and are providing industrial information, technology data that are hugely helpful in extending the models developed during the fellowshop
Impact This is a work in progress.
Start Year 2020
 
Description Imperial College London 
Organisation Imperial College London
Department Faculty of Engineering
Country United Kingdom 
Sector Academic/University 
PI Contribution We are collaborating closely on the focus of the grant topic, through frequent research visits and contributions to the software developed as part of the grant. Working closely with Prof Matthew Piggott and the Applied Modelling and Computation Group at the Department of Earth Science and Engineering
Collaborator Contribution Several collaborative outputs have been produced, in the form of journal articles
Impact Several technical articles are under review on that front: - Modelling the ecological impacts of tidal energy barrages (under review in Ocean and Coastal management) - Evaluating the eutrophication risk of an artificial tidal lagoon (under review in Ocean and Coastal management) - On the potential of linked-basin tidal power plants: an operational and coastal modelling assessment (under review in Renewable Energy) - Hydro-morphodynamics 2D modelling using a discontinuous Galerkin discretisation (under review in Computers & Geosciences)
Start Year 2018
 
Description University of York 
Organisation University of York
Country United Kingdom 
Sector Academic/University 
PI Contribution Collaboration on tidal energy ecological impact assessments.
Collaborator Contribution Contribution of technical expertise and research models
Impact - Modelling the ecological impacts of tidal energy barrages (under review in Ocean and Coastal management)
Start Year 2019