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

机译:基于时间马尔可夫切换建模的蒙特卡洛模拟的混合微电网可靠性分析

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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:混合微电网(MG)正在部署中,以解决电网不可用的问题。可靠性是微电网所有者和投资者关注的主要问题之一。可再生资源的间歇性和微电网组件的故障可能导致停电,这表明了可靠性评估的重要性。建议在设计过程中考虑MG可靠性评估,并考虑到系统初始和运营成本的最小化。这项工作提出了一种评估MG组件的可靠性和MG系统可用性的方法。结合使用时序蒙特卡罗模拟(CMCS)和马尔可夫切换模型(MSM)的方法论来评估MG的组件可用性和能量生产充足性。以小型商业零售应用的案例研究为例,说明了该方法的应用方式。结果表明,与扩大现有组件解决方案相比,安装基于化石的备份单元可带来更高的可靠性。

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