Modelling the Effects of Reliability and Maintenance on Levelised Cost of Wind Energy

C. Dao, B. Kazemtabrizi, C. Crabtree
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引用次数: 4

Abstract

Levelised cost of energy is an important measure to evaluate the success of a wind energy project. It includes all the capital and operational expenditures of a wind turbine over its lifetime based on the expected power generated. In the literature, wind turbine reliability is largely neglected in levelised cost of energy estimation. This paper presents a model to evaluate levelised cost of energy while considering the reliability and maintenance of wind turbine subassemblies. The key concept behind this model is that the failure rate of a wind turbine subassembly depends on the preventive maintenance spending. The proposed model makes it possible to relate reliability data, such as failure rate and downtime of wind turbine subassemblies, to the operation and maintenance expenditure, as well as the annual energy production. The model is analysed using a sample set of recently published reliability data and it is observed that both the operation and maintenance expenditure and levelised cost of energy are convex functions of the subassembly’s failure rate and the preventive maintenance spending. This study can help wind turbine manufacturers and operators identify the level of reliability improvement and maintenance investment required to minimise the levelised cost of energy.
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可靠性和维护对风能平准化成本的影响建模
能源成本平准化是衡量风电项目成功与否的重要指标。它包括基于预期发电量的风力涡轮机在其使用寿命期间的所有资本和运营支出。在文献中,风力发电机的可靠性在能源平准化成本估算中很大程度上被忽略了。本文提出了一个考虑风力机组件可靠性和维护的平准化能源成本评估模型。该模型背后的关键概念是,风力涡轮机组件的故障率取决于预防性维护支出。该模型可以将风力发电机组件的故障率和停机时间等可靠性数据与运行和维护支出以及年发电量联系起来。利用最近公布的可靠性数据样本集对模型进行了分析,发现运维支出和平准化能源成本都是子组件故障率和预防性维护支出的凸函数。这项研究可以帮助风力涡轮机制造商和运营商确定可靠性改进和维护投资的水平,以最大限度地降低能源成本。
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