论文标题

存储退化意识到经济调度

Storage Degradation Aware Economic Dispatch

论文作者

Bansal, R. K., You, P., Gayme, D. F., Mallada, E.

论文摘要

在本文中,我们制定了一个自行车成本意识的经济调度问题,该问题在考虑到基于周期的存储降解成本的同时,将发电和存储调度进行了优化。我们的方法利用了计数算法的雨流周期来根据其深度量化每种充电和放电的存储降解。我们表明,在价格假设的情况下,该调度对于单个参与者来说是最佳的,即它最大化发电机和存储单元的利润。我们进一步提供了一个条件,在给定市场清算价格的情况下,最佳存储响应是独特的。使用来自纽约独立系统运营商(NYISO)的数据的模拟说明了优化框架。特别是,他们表明,不解释存储降解的以一代为中心的调度不足以保证存储盈利能力。

In this paper, we formulate a cycling cost aware economic dispatch problem that co-optimizes generation and storage dispatch while taking into account cycle based storage degradation cost. Our approach exploits the Rainflow cycle counting algorithm to quantify storage degradation for each charging and discharging half-cycle based on its depth. We show that the dispatch is optimal for individual participants in the sense that it maximizes the profit of generators and storage units, under price taking assumptions. We further provide a condition under which the optimal storage response is unique for given market clearing prices. Simulations using data from the New York Independent System Operator (NYISO) illustrate the optimization framework. In particular, they show that the generation-centric dispatch that does not account for storage degradation is insufficient to guarantee storage profitability.

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