考虑风电吸收的综合能源系统需求响应运行优化建模

Peng Lu, Chunxian Feng, Weiming Wu, Tieqiang Wang, Qi Zhou
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引用次数: 0

摘要

本文将需求响应理论应用到综合能源系统中。通过可转移负荷和蓄热装置的切换,将大量负荷转移到风电资源丰富、常规负荷相对较低的时段,以吸收强制弃风,从而提高可转移负荷和蓄热装置对风电资源的利用率。在进一步研究如何提高风电吸收率的基础上,讨论了基于可转移负荷和蓄热装置的风电吸收率系统对传统调度方案的影响。以综合运行系统的最小强制弃风量和最小成本为目标函数。采用多目标遗传算法对该问题进行求解,得到最优解集。然后利用加权法建立单目标优化函数,最终得到最优折衷解和最终调度方案。本文以某电网运行系统为仿真实例,表明与传统调度方案相比,采用可转移负荷蓄热装置的调度方案可大大降低系统运行成本,增强系统的风电吸收能力。
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Optimal Modeling of Integrated Energy System Demand Response Operation Considering Wind Power Absorption
In this paper, the demand response is applied to the integrated energy system. Through the switching of transferrable load and heat storage device, a large number of loads are transferred to the period when wind power resources are abundant and conventional loads are relatively low, so as to absorb the forced wind abandonment, thus improving the utilization rate of wind power resources through transferrable load and heat storage device. Based on the further study of how to improve wind power absorption, this paper discussed the influence of wind power absorption system based on transferable load and heat storage devices to the traditional scheduling schemes. The objective function is established with the minimum forced wind abandonment volume and the minimum cost of the comprehensive operating system. The multi-objective genetic algorithm is used to solve the problem, and the optimal solution set can be obtained. Then the single objective optimization function is established by weighting method, and the optimal compromise solution and the final scheduling scheme is finally obtained. This paper takes a power grid operation system as simulation example, and shows that the dispatching scheme of using transferrable load and heat storage devices can greatly reduce the operating cost of the system and enhance the wind power absorption capacity of the system, compared with the traditional dispatching scheme.
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