The University of Southampton
University of Southampton Institutional Repository

Uncertainty in wave energy resource assessment part 2: variability and predictability

Uncertainty in wave energy resource assessment part 2: variability and predictability
Uncertainty in wave energy resource assessment part 2: variability and predictability
The uncertainty in estimates of the energy yield from a wave energy converter (WEC) is considered. The study is presented in two articles. The first article considered the accuracy of the historic data and the second article, presented here, considers the uncertainty which arises from variability in the wave climate. Mean wave conditions exhibit high levels of interannual variability. Moreover, many previous studies have demonstrated longer-term decadal changes in wave climate. The effect of interannual and climatic changes in wave climate on the predictability of long-term mean WEC power is examined for an area off the north coast of Scotland. In this location anomalies in mean WEC power are strongly correlated with the North Atlantic Oscillation (NAO) index. This link enables the results of many previous studies on the variability of the NAO and its sensitivity to climate change to be applied to WEC power levels. It is shown that the variability in 5, 10 and 20 year mean power levels is greater than if annual power anomalies were uncorrelated noise. It is also shown that the change in wave climate from anthropogenic climate change over the life time of a wave farm is likely to be small in comparison to the natural level of variability. Finally, it is shown that despite the uncertainty related to variability in the wave climate, improvements in the accuracy of historic data will improve the accuracy of predictions of future WEC yield.
wave energy resource, variability, stochastic model, north atlantic oscillation, climate change, uncertainty
0960-1481
1809-1819
Mackay, Edward B.L.
3a339ca6-23db-4084-8e28-8e6d32603331
Bahaj, AbuBakr S.
a64074cc-2b6e-43df-adac-a8437e7f1b37
Challenor, Peter G.
a7e71e56-8391-442c-b140-6e4b90c33547
Mackay, Edward B.L.
3a339ca6-23db-4084-8e28-8e6d32603331
Bahaj, AbuBakr S.
a64074cc-2b6e-43df-adac-a8437e7f1b37
Challenor, Peter G.
a7e71e56-8391-442c-b140-6e4b90c33547

Mackay, Edward B.L., Bahaj, AbuBakr S. and Challenor, Peter G. (2010) Uncertainty in wave energy resource assessment part 2: variability and predictability. Renewable Energy, 35 (8), 1809-1819. (doi:10.1016/j.renene.2009.10.027).

Record type: Article

Abstract

The uncertainty in estimates of the energy yield from a wave energy converter (WEC) is considered. The study is presented in two articles. The first article considered the accuracy of the historic data and the second article, presented here, considers the uncertainty which arises from variability in the wave climate. Mean wave conditions exhibit high levels of interannual variability. Moreover, many previous studies have demonstrated longer-term decadal changes in wave climate. The effect of interannual and climatic changes in wave climate on the predictability of long-term mean WEC power is examined for an area off the north coast of Scotland. In this location anomalies in mean WEC power are strongly correlated with the North Atlantic Oscillation (NAO) index. This link enables the results of many previous studies on the variability of the NAO and its sensitivity to climate change to be applied to WEC power levels. It is shown that the variability in 5, 10 and 20 year mean power levels is greater than if annual power anomalies were uncorrelated noise. It is also shown that the change in wave climate from anthropogenic climate change over the life time of a wave farm is likely to be small in comparison to the natural level of variability. Finally, it is shown that despite the uncertainty related to variability in the wave climate, improvements in the accuracy of historic data will improve the accuracy of predictions of future WEC yield.

This record has no associated files available for download.

More information

Published date: August 2010
Keywords: wave energy resource, variability, stochastic model, north atlantic oscillation, climate change, uncertainty
Organisations: Marine Systems Modelling, Civil Engineering & the Environment, National Oceanography Centre,Southampton

Identifiers

Local EPrints ID: 74704
URI: http://eprints.soton.ac.uk/id/eprint/74704
ISSN: 0960-1481
PURE UUID: 64d3dc0d-ee41-42da-8b46-0581d444c3f0
ORCID for AbuBakr S. Bahaj: ORCID iD orcid.org/0000-0002-0043-6045

Catalogue record

Date deposited: 11 Mar 2010
Last modified: 14 Mar 2024 02:32

Export record

Altmetrics

Contributors

Author: Edward B.L. Mackay
Author: Peter G. Challenor

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×