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An Analytical Approach to Evaluate the Reliability of Offshore Wind Power Plants Considering Environmental Impact

机译:考虑环境影响的海上风电场可靠性评估分析方法

摘要

The accurate quantitative reliability evaluation of off-shore wind power plants (OWPPs) is an important part in planning and helps to obtain economic optimization. However, loop structures in collector systems and large quantities of components with correlated failures caused by shared ambient influences are significant challenges in the reliability evaluation. This paper proposes an ana-lytical approach to evaluate the reliability of OWPPs considering environmental impact on failures and solve the challenges by protection zone models, equivalent power unit models and common cause failure (CCF) analysis. Based on investigation of the characteristics of OWPP and related failures mechanisms, the components are divided into three CCF subsets. With the aid of the protection zone model and equivalent power unit model merged with CCF, the faulty collector system state eval-uation is applied to reduce the computational burden. The case studies present the necessity and improved per-formance of merging CCF analysis into modeling via the comparison with other two simplified methods. A sensi-tivity analysis is also carried out to account for inaccu-racy of failure data. The results show that the assump-tion of independent failures in the conventional method might lead to over-optimistic or over-pessimistic evalua-tion depending on the CCF style.
机译:海上风电场(OWPP)的准确定量可靠性评估是规划中的重要组成部分,有助于实现经济优化。但是,收集器系统中的回路结构以及由共享的环境影响导致的具有相关故障的大量组件是可靠性评估中的重大挑战。本文提出了一种分析方法,以考虑环境对故障的影响来评估OWPP的可靠性,并通过保护区模型,等效功率单元模型和共因故障(CCF)分析来解决挑战。基于对OWPP特性和相关故障机制的研究,将组件分为三个CCF子集。借助于保护区模型和等效功率单元模型与CCF的合并,可以对故障收集器系统状态进行评估,以减轻计算负担。案例研究通过与其他两种简化方法进行比较,提出了将CCF分析合并到建模中的必要性和改进的性能。还进行了敏感性分析,以解决故障数据的不准确性。结果表明,根据CCF样式,假设常规方法中的独立故障可能导致过度乐观或过度悲观的评估。

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