An analytical method for wind energy potential, reliability, and cost assessment for wind generation systems

A. Ahadi, Xiaodong Liang, Weixing Li
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引用次数: 2

Abstract

In this paper, a new analytical method and a corresponding two-step procedure are proposed for a wind power generation system design. This comprehensive new method can achieve the wind energy potential evaluation, reliability and costs assessment. In Step 1, the wind energy potential is investigated through the Weibull two-parameter model using the hourly wind speed data of a site. The graphic method is used to extract the Weibull shape and scale parameters. The wind power density can then be determined for the site. In Step 2, an analytical method based on the fault tree analysis (FTA) and minimal cut sets is developed in order to determine the system reliability. The components' failure rates of a doubly fed induction generator (DFIG) wind turbine are used to calculate reliability. A generic annual operation and maintenance (O&M) costs calculation formula is proposed in this paper based on field data presented by National Renewable Energy Laboratory (NREL). A case study is conducted for a wind power project in St. John's, Newfoundland and Labrador, Canada. The proposed method is critical for planners and financial investigators to make an adequate decision for a wind power project.
风力发电系统的风能潜力、可靠性和成本评估的分析方法
本文提出了风力发电系统设计的一种新的分析方法和相应的两步法。这种综合的新方法可以实现风能潜力评估、可靠性评估和成本评估。步骤1利用某站点逐时风速数据,通过Weibull双参数模型对风能势进行研究。采用图形化方法提取威布尔形状和尺度参数。然后就可以确定场地的风力密度。第二步,提出了一种基于故障树分析和最小割集的系统可靠性分析方法。采用双馈感应发电机(DFIG)风力发电机组部件故障率计算可靠性。根据国家可再生能源实验室(NREL)提供的现场数据,提出了一个通用的年运行维护成本计算公式。本文对加拿大纽芬兰和拉布拉多省圣约翰市的一个风力发电项目进行了案例研究。所提出的方法对于规划人员和财务调查人员为风电项目做出适当的决策至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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