Flexibility improvement and stochastic multi-scenario hybrid optimization for an integrated energy system with high-proportion renewable energy

可再生能源 锅炉(水暖) 电力转天然气 工程类 储能 网格 拉丁超立方体抽样 汽车工程 可靠性工程 工艺工程 电气工程 功率(物理) 废物管理 蒙特卡罗方法 电解 几何学 电极 化学 量子力学 物理化学 物理 统计 数学 电解质
作者
Rujing Yan,Jiangjiang Wang,Shuojie Huo,Yanbo Qin,Jing Zhang,Saiqiu Tang,Yuwei Wang,Yan Liu,Lin Zhou
出处
期刊:Energy [Elsevier BV]
卷期号:263: 125779-125779 被引量:137
标识
DOI:10.1016/j.energy.2022.125779
摘要

A strong heat-power coupling limitation, uncontrollable renewable energy, and the grid's limited adjustment capacity deteriorate the operational performance and increase the renewable energy curtailment for the integrated energy system (IES) with high-proportion renewable energy. This paper presents the unavailable operating region problem of the traditional IES and its flexibility improvement mechanism of integrating with the gas boiler, electric boiler, power-to-gas (P2G), electrical energy storage and thermal energy storage. Subsequently, a two-stage optimization method is proposed to minimize the total cost containing the device investment, operation, carbon emission penalty and renewable energy curtailment penalty and further determine the capacity of such five devices. The hybrid model incorporates deterministic capacity optimization and uncertain operating optimization of considering variable condition properties of devices. Herein, the multiple uncertainties are captured by a series of stochastic scenarios generated by a stochastic hierarchy scenario generation model of integrating a Latin hypercube sampling method with a repeatable 0–1 scenario curtailment model based on Wasserstein distance. Eventually, a comparative analysis of the integration of five devices in terms of economic performance and renewable energy accommodation is presented by using an industrial park case. The results show that the integration of the gas boiler possesses the best economic promotion effectiveness and reduces the total cost by 49.56%. The integration of such five devices can reduce the renewable energy curtailment rate. Especially, the electric boiler and P2G can decline this rate to zero. However, the promoted results of P2G's integration are at the expense of sharp growth in the total cost.
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