Uncertainty Treatment of Integrated Energy System Based on Scenario Reduction Method

Caiwei Wang, Yanjuan Wu, Peizhi Cong, Yuzhe He
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Abstract

In the context of high permeability of renewable energy, a large number of uncertain energy sources, such as scenery, have brought a huge impact on the security and stability of the comprehensive energy system. In order to reduce the impact of renewable energy on the new power system and improve the system stability, In this paper, a comprehensive energy system of the park is set up, which consists of three kinds of energy loads including source side electricity, heat, gas and scenery, and electric heat. On this basis, Monte Carlo method is adopted to simulate multiple sets of scenes respectively for the scenery output. On this basis, scene reduction method is adopted to reduce them to obtain the final equivalent force diagram, so as to reduce the influence of the uncertainty of scenery on the system stability. Finally, the effectiveness of the proposed method is verified by simulation analysis.
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基于情景约简法的综合能源系统不确定性处理
在可再生能源渗透率高的背景下,大量的风光等不确定能源给综合能源系统的安全稳定带来了巨大的影响。为了减少可再生能源对新建电力系统的影响,提高系统稳定性,本文建立了园区综合能源系统,该系统由源侧电、热力、气景、电热三种能源负荷组成。在此基础上,采用蒙特卡罗方法分别对多组场景进行模拟,得到场景输出。在此基础上,采用场景约简法对其进行约简,得到最终的等效受力图,以减少场景的不确定性对系统稳定性的影响。最后,通过仿真分析验证了所提方法的有效性。
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