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Modeling and Analysis of Compound Aggregation of Household Load Groups Participating in Demand Side Response

机译:参与需求侧响应的家庭负荷群复合聚集的建模与分析

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In order to ensure the stable operation of the household power system, a comprehensive aggregation model of the household load group participating in the demand side response is proposed. According to the principle of participating in the demand side response, operation parameters of the household power system are collected and the corresponding values of household load groups are calculated. Based on the calculated composite values, the polymerization process at night is processed. Then the aggregation process is optimized, and a fast aggregation decision tree is established accordingly. The aggregation model based on potential assessment is established according to electricity consumption habits of users and operating characteristics of equipment. The experiment shows that the load response performance of the research method can be better. The user satisfaction is over 90%, the load scheduling time is less than 1.8s, and the daily power consumption of the family can be reduced. This proves that the comprehensive performance of the method can be better and the application effect can be more ideal.
机译:为了保证家庭电力系统的稳定运行,提出了参与需求侧响应的家庭负荷群的综合聚集模型。根据参与需求侧响应的原理,收集家庭电力系统的运行参数,并计算出相应的家庭负荷组值。基于计算出的复合值,可以处理夜间的聚合过程。然后对聚合过程进行优化,并据此建立快速聚合决策树。根据用户的用电习惯和设备的运行特性,建立了基于潜力评估的聚合模型。实验表明,该方法的负载响应性能较好。用户满意度超过90%,负载调度时间少于1.8s,可以减少家庭的日常功耗。证明了该方法的综合性能更好,应用效果更加理想。

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