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Reliability Analysis for a Hybrid Microgrid based on Chronological Monte Carlo Simulation with Markov Switching Modeling

机译:基于马尔可夫交换模型的按时间蒙特卡罗模拟的杂交微电网的可靠性分析

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Hybrid microgrids (MG) are being deployed to solve grid unavailability issues. Reliability is one of the main concerns for microgrid owners and investors. The intermittency of renewable resources and the failure of microgrid components could lead to blackouts, suggesting the importance of reliability evaluation. MG reliability evaluation is suggested to be factored in the design process considering minimization of the initial and operating costs of the system. This work presents a methodology to evaluate the reliability of MG components and MG system availability. A combined methodology using Chronological Monte Carlo Simulation (CMCS) and Markov switching model (MSM) is used to evaluate the availability of the components and the energy production adequacy of a MG. A case study for a small commercial retail application is used as an example of how the methodology is applied. The results show that the installation of a fossil-based backup unit leads to higher reliability values than upsizing the existing components solution.
机译:正在部署混合微电网(MG)以解决网格不可用的问题。可靠性是微电网所有者和投资者的主要问题之一。可再生资源的间歇性和微电网组件的失败可能导致停电,这表明可靠性评估的重要性。建议在考虑最小化系统的初始和运营成本的设计过程中进行MG可靠性评估。这项工作介绍了评估MG组件和MG系统可用性的可靠性的方法。使用时间顺序蒙特卡罗模拟(CMC)和马尔可夫开关模型(MSM)的组合方法用于评估组件的可用性和MG的能量产生充足性。对小型商业零售申请的案例研究用作如何应用方法的示例。结果表明,安装化石的备份单元的安装导致更高的可靠性值,而不是提高现有组件解决方案。

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