An integrated optimization framework for multi-component predictive analytics in wind farm operations & maintenance
نویسندگان
چکیده
منابع مشابه
Multi-component wind turbine modeling and simulation for wind farm operations and maintenance
Wind farms produce electricity and provide a source of renewable energy. The growth in wind farm installations in the past 10 years has led to an increase in the number of wind turbines reaching the end of their manufacturing warranties. As a consequence, the wind industry is now facing a rising cost of unscheduled maintenance, which is pushing up the operation and maintenance expenditures. Win...
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Current offshore wind farms (OWFs) design processes are based on a sequential approach which does not guarantee system optimality because it oversimplifies the problem by discarding important interdependencies between design aspects. This article presents a framework to integrate, automate and optimize the design of OWF layouts and the respective electrical infrastructures. The proposed framewo...
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ژورنال
عنوان ژورنال: Renewable and Sustainable Energy Reviews
سال: 2021
ISSN: 1364-0321
DOI: 10.1016/j.rser.2020.110639