论文标题
基于无人机辅助监控的风力涡轮机的在线动态可靠性评估
Online Dynamic Reliability Evaluation of Wind Turbines based on Drone-assisted Monitoring
论文作者
论文摘要
由于环境影响较低，海上风能正越来越成为一种吸引人的能源。有效的操作和维护，可确保使用离岸设施和最低生产成本对能源发电过程的最大可用性，这是提高该能源竞争力比其他传统能源的两个关键因素。条件监测系统广泛用于海上风电场的健康管理，以改善运营和维护。越来越多地评估风电场的可靠性，以帮助维护过程，从而提高农场的可用性。但是，许多可靠性分析都是根据统计数据离线进行的。在本文中，我们提出了一种基于无人机辅助监测的方法，用于在线可靠性评估风力涡轮机。风力涡轮机的刀片系统用作说明性示例，以证明所提出的方法。
The offshore wind energy is increasingly becoming an attractive source of energy due to having lower environmental impact. Effective operation and maintenance that ensures the maximum availability of the energy generation process using offshore facilities and minimal production cost are two key factors to improve the competitiveness of this energy source over other traditional sources of energy. Condition monitoring systems are widely used for health management of offshore wind farms to have improved operation and maintenance. Reliability of the wind farms are increasingly being evaluated to aid in the maintenance process and thereby to improve the availability of the farms. However, much of the reliability analysis is performed offline based on statistical data. In this article, we propose a drone-assisted monitoring based method for online reliability evaluation of wind turbines. A blade system of a wind turbine is used as an illustrative example to demonstrate the proposed approach.
