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PDF(5086 KB)
PDF(5086 KB)
平抑高比例新能源发电功率波动的风-光-储容量最优配比
Optimal Ratio of Wind-Solar-Storage Capacity for Mitigating the Power Fluctuations in Power System with High Penetration of Renewable Energy Power Generation
发展新能源是应对环境污染和能源危机的根本性措施,有助于推动“双碳”目标的实现。可再生能源发电固有的间歇性、波动性给电网规划和运行带来严峻挑战。针对高比例新能源电力系统,分析了以最小功率波动为目标的新能源和储能容量最佳配比。立足风光资源的互补性,构建了最小化系统功率波动的风光最优配比模型,并提出了基于线性规划的求解算法。最后建立了面向平滑新能源出力的储能容量配置参数线性规划模型,得到波动性指标关于储能容量的解析表达式,并根据成本确定了最优储能容量。所提方法为政策制定提供了可视化工具以及比单一最优解更加丰富的信息。
The development of renewable energy is a fundamental measure to resolve environmental pollution and energy crisis, and achieve the carbon peaking and carbon neutrality goals. However, the inherent volatility and fluctuation of renewable energy output bring unprecedented challenges to the planning and operation of the power grid. This paper studies the optimal ratio of renewable energy and energy storage, aiming to minimize power fluctuation. According to the complementary nature of wind and solar resources, the mode of optimal ratio of wind and solar power that leads to minimal power fluctuation is established and is further transformed into linear programming. The optimization problem of energy storage capacity aiming to smooth the renewable energy output is formulated as a multi-parameter linear program, where storage charging power and energy capacities are parameters. The power fluctuation index is expressed as an analytical function in storage parameters, which is convex and piecewise linear. On the basis of the fluctuation index function, the optimal storage capacities can be determined according to the costs. The proposed method provides an illustrative tool and more abundant information for policy and decision-making.
可再生能源 / 储能 / 容量配比 / 参数规划 / 分式规划
renewable energy / energy storage / capacity ratio / parametric programming / fractional programming
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“双碳”目标下新能源大规模发展,新能源的发展给各能源主体带来了影响,如何量化评估新能源渗透给能源主体带来的影响成为研究重点。首先,基于改进的K-means算法构建基于典型场景集的新能源出力模型;然后,从源-网-荷-储出发,构建火力发电商、电网、用户、储能运营商的决策优化模型;其次,构建考虑新能源渗透的多能源主体效益评估模型;最后,进行算例分析,算例结果验证了模型的有效性。
Under the “double carbon” target, new energy has been developed on a large scale. The development of new energy has brought an impact on various energy subjects. How to quantitatively evaluate the impact of new energy penetration on energy subjects has become a research focus. Firstly, this paper builds a new energy output model based on a set of typical scenarios applying the improved K-means algorithm. Then, the decision-making optimization model for thermal power generators, power grids, users, and energy storage operators is constructed. Secondly, this paper constructs a benefit evaluation model for multiple energy entities, which considers the penetration of new energy sources. Finally, a numerical example is analyzed, and the result of the numerical example verifies the validity of the model. |
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