A decision support system for strategic maintenance planning in offshore wind farms

Li, Xiaodong, Ouelhadj, Djamila, Song, Xiang, Jones, Dylan, Wall, Graham, Howell, Kerry, Igwe, Paul, Martin, Simon, Song, Dongping and Pertin, Emmanuel (2016) A decision support system for strategic maintenance planning in offshore wind farms. Renewable Energy, 99. pp. 784-799. ISSN 0960-1481

[img]
Preview
Text
A_decision_support_system_for_strategic_maintenance_planning_in_offshore_wind_farms.pdf - Accepted Version
Available under License Creative Commons Attribution Non-commercial No Derivatives 4.0.

Download (1MB) | Preview
Official URL: https://doi.org/10.1016/j.renene.2016.07.037

Abstract

This paper presents a Decision Support System (DSS) for maintenance cost optimisation at an Offshore Wind Farm (OWF). The DSS is designed for use by multiple stakeholders in the OWF sector with the overall goal of informing maintenance strategy and hence reducing overall lifecycle maintenance costs at the OWF. Two optimisation models underpin the DSS. The first is a deterministic model that is intended for use by stakeholders with access to accurate failure rate data. The second is a stochastic model that is intended for use by stakeholders who have less certainty about failure rates. Solutions of both models are presented using a UK OWF that is in construction as an example. Conclusions as to the value of failure rate data are drawn by comparing the results of the two models. Sensitivity analysis is undertaken with respect to the turbine failure rate frequency and number of turbines at the site, with near linear trends observed for both factors. Finally, overall conclusions are drawn in the context of maintenance planning in the OWF sector.

Item Type: Article
Uncontrolled Keywords: Decision support, Offshore wind, Operations and maintenance (O&M), Renewable energy, Stochastic optimisation
Subjects: F900 Others in Physical Sciences
H800 Chemical, Process and Energy Engineering
N900 Others in Business and Administrative studies
Department: Faculties > Business and Law > Newcastle Business School
Depositing User: Elena Carlaw
Date Deposited: 22 May 2020 13:44
Last Modified: 22 May 2020 14:30
URI: http://nrl.northumbria.ac.uk/id/eprint/43235

Actions (login required)

View Item View Item

Downloads

Downloads per month over past year

View more statistics