论文标题

使用高级电池模型评估锂离子电池系统的能源和容量市场收入

Evaluation of Energy- and Capacity-Market Revenues from Lithium-ion Battery Systems for Offshore Wind Using Advanced Battery Models

论文作者

Jafari, Mehdi, Botterud, Audun, Sakti, Apurba

论文摘要

纽约ISO(NYISO)长岛节点(NYISO)的海上风能和储能系统的收入潜力将使用高级锂离子电池表示。这些先进的混合力线电池模型可以说明了动态性能以及电池的降解行为,这些电池通常在电力系统模型中不考虑。研究了多个混合越野风和电池系统设计,以检查将电池近海定位与在陆上定位的影响。对于检查的系统,我们探索了不同的电池可用电荷(SOC)窗口,并相应地调度电池以最大程度地提高能源和容量市场收入。从2010年到2013年,使用公开可用的数据评估了离岸风产量以及能源市场价格的变异性的影响。在岸上找到电池可带来更高的收入。在2013年,结果强调,如果没有准确的电池表示,模型可以高估电池的收入高达155%,这主要是由于与退化相关的成本而产生的。使用高级算法,净收入可以增加29%。结果还表明,由于更高的套利机会,可以弥补较高的DOD中的任何额外的退化成本。储能储能的附加值从每公里 /小时的风能从$ 2到$ 3.5不等,这导致研究的电池系统的每千瓦时价格为每千瓦时$ 50- $ 95。因此,发现能源和容量市场收入不足以收回本分析中考虑的应用程序的当前电池系统的投资成本。

Revenue potential from offshore wind and energy storage systems for a Long Island node in the New York ISO (NYISO) is examined using advanced lithium-ion battery representations. These advanced mixed-integer-linear battery models account for the dynamic performance, as well as the degradation behavior of the batteries, which are usually not accounted for in power systems models. Multiple hybrid offshore wind and battery system designs are investigated to examine the impact of locating the battery offshore versus locating it onshore. For the examined systems, we explore different battery usable state-of-charge (SOC) windows, and corresponding dispatch of the battery to maximize energy- and capacity-market revenues. The impacts of variability of offshore wind output along with energy- and capacity-market prices are evaluated using publicly available data from 2010 to 2013. Locating the battery onshore resulted in higher revenues. For 2013, results highlight that without accurate battery representations, models can overestimate battery revenues by up to 155%, resulting primarily from degradation-related costs. Using advanced algorithms, net revenue can be increased by 29%. Results also indicate that wider useable SOC windows could lead to higher net revenues from the energy market, due to higher arbitrage opportunities that compensate for any additional degradation-tied costs in higher DODs. The added value of a MWh of energy storage varies from $2 to $3.5 per MWh of wind energy, which leads to a breakeven cost range of $50-$95 per kWh for the battery systems studied. As such, energy- and capacity-market revenues were found to be insufficient in recovering the investment costs of current battery systems for the applications considered in this analysis.

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