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组合式固定和移动电池储能系统的设计。

Design of combined stationary and mobile battery energy storage systems.

机构信息

Texas A&M University-Kingsville, Kingsville, TX, United States of America.

Rocky Mountain Institute, Boulder, CO, United States of America.

出版信息

PLoS One. 2021 Dec 1;16(12):e0260547. doi: 10.1371/journal.pone.0260547. eCollection 2021.

Abstract

To minimize the curtailment of renewable generation and incentivize grid-scale energy storage deployment, a concept of combining stationary and mobile applications of battery energy storage systems built within renewable energy farms is proposed. A simulation-based optimization model is developed to obtain the optimal design parameters such as battery capacity and power ratings by solving a multi-objective optimization problem that aims to maximize the economic profitability, the energy provided for transportation electrification, the demand peak shaving, and the renewable energy utilized. Two applications considered for the stationary energy storage systems are the end-consumer arbitrage and frequency regulation, while the mobile application envisions a scenario of a grid-independent battery-powered electric vehicle charging station network. The charging stations receive supplies from the energy storage system that absorbs renewable energy, contributing to a sustained DC demand that helps with revenues. Representative results are presented for two operation modes and different sets of weights assigned to the objectives. Substantial improvement in the profitability of combined applications over single stationary applications is shown. Pareto frontier of a reduced dimensional problem is obtained to show the trade-off between design objectives. This work could pave the road for future implementations of the new form of energy storage systems.

摘要

为了最大程度地减少可再生能源的削减,并激励电网规模的储能部署,提出了将电池储能系统的固定和移动应用结合在可再生能源农场内的概念。开发了一个基于仿真的优化模型,通过解决多目标优化问题来获得最佳设计参数,如电池容量和功率等级,该问题旨在最大化经济效益、为交通电气化提供的能源、需求削峰和可再生能源利用。为固定储能系统考虑了两种应用,即终端消费者套利和频率调节,而移动应用设想了一个独立于电网的电池供电电动汽车充电站网络的场景。充电站从吸收可再生能源的储能系统接收供应,有助于持续的直流需求,从而带来收益。针对两种运行模式和为目标分配的不同权重集呈现了代表性结果。展示了组合应用相对于单一固定应用在盈利能力方面的显著提高。获得了简化问题的帕累托前沿,以显示设计目标之间的权衡。这项工作为新型储能系统的未来实施铺平了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1f33/8635408/fdd33274a9bc/pone.0260547.g001.jpg

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