电网优化中的柔性存储模型

F. Geth, Carleton Coffrin, D. Fobes
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引用次数: 6

摘要

本文建立了一个简单而灵活的存储模型,适用于各种多周期最优潮流问题。所提出的模型旨在通过以下关键特征在广泛的背景下进行研究使用:(i)该模型可以在广泛的尺度上表示能量缓冲的动态,从住宅电池存储到电网规模抽水蓄能;(二)与潮流方程的平衡式和不平衡式兼容;(iii)凸松弛和线性近似允许将建议的模型无缝集成到需要凸性或线性的应用程序中;(iv)提出了一个极简和标准化的数据模型,以方便研究界使用。使用概念验证24小时存储调度任务验证了所提出的模型,该任务演示了模型的关键特征的价值。该模型的开源实现作为PowerModels和PowerModelsDistribution优化工具箱的一部分提供。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Flexible Storage Model for Power Network Optimization
This paper develops a simple but flexible storage model for use in a variety of multi-period optimal power flow problems. The proposed model is designed for research use in a broad assortment of contexts enabled by the following key features: (i) the model can represent the dynamics of an energy buffer at a wide range of scales, from residential battery storage to grid-scale pumped hydro; (ii) it is compatible with both balanced and unbalanced formulations of the power flow equations; (iii) convex relaxations and linear approximations allow seamless integration of the proposed model into applications where convexity or linearity is required are developed; (iv) a minimalist and standardized data model is presented, to facilitate ease of use by the research community. The proposed model is validated using a proof-of-concept 24h storage scheduling task that demonstrates the value of the model's key features. An open-source implementation of the model is provided as part of the PowerModels and PowerModelsDistribution optimization toolboxes.
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