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An Intelligent Decision Support Platform To Advance Condition Monitoring And Asset Management Of Offshore Wind Farms

An Intelligent Decision Support Platform To Advance Condition Monitoring And Asset Management Of Offshore Wind Farms
推进海上风电场状态监测和资产管理的智能决策支持平台
批准号:
131216
负责人:
金额:
$8.6万
依托单位:
依托单位国家:
英国
项目类别:
Feasibility Studies
财政年份:
2013
资助国家:
英国
项目状态:
已结题
起止时间:
2013 至 --

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中文摘要
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英文摘要
Operations and maintenance costs are currently expected to account for 25% of the total lifetime costs of an offshore wind farm. Lumen® is an innovative software framework for decision support that could help those responsible for equipment significantly lower these costs. Simultaneously, it could help to increase wind farm availability and and extend the useful lifetimes of assets. This project will assess how Lumen could be applied to assist the offshore wind industry in carrying out cost-efficient condition-based maintenance and avoiding expensive unplanned maintenance. It will evaluate the framework's potential within the industry and demonstrate the decision support it could provide.
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Scalable Learning and Optimization: High-dimensional Models and Online Decision-Making Strategies for Big Data Analysis