用于能源调度的风能-储能混合系统容量优化与运行策略

Q1 Engineering
C. Sun, Y. Yuan, S. Choi, M. Li, X. Zhang, Y. Cao
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引用次数: 1

摘要

随着风电接入水平的提高,风电输出波动给电网带来了诸多负面影响。为了平衡风力发电和风电场计划输出功率,提出了一种超级电容器-电池混合储能系统。首先,利用经验模态分解(EMD)分析计划输出功率与原始风电功率(不平衡功率,UP)的差值,得到其固有模态函数(IMFs)。其次,基于最小重叠能量的概念,建立了一种数学方法,确定了将不平衡功率分解为高低频分量的所谓间隙频率;然后根据超级电容器和电池的特性分别调度超级电容器和电池的功率来补偿高频和低频imf,实现不平衡功率平滑。最后,以现有风电场的数据为基础,设计了一种以资金成本最小、风力发电在很大程度上接近风电场计划输出功率为目标的混合储能系统(HSS),数值分析验证了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Capacity Optimization and Operational Strategy of the Wind-Energy Storage Hybrid Systems for Energy Dispatching
Wind power output fluctuation brings a lot of negative influences on utility grid as a result of increasing penetration level of wind power. A supercapacitor-battery hybrid storage system is proposed to balance the wind power and planned export power of the wind farm. Firstly, using empirical mode decomposition(EMD), the difference between planned export power and the original wind power(unbalanced power, UP) is analyzed to obtain the intrinsic mode functions(IMFs). Secondly, a mathematic method is then developed to confirm a so-called gap frequency to decompose the unbalanced power into high and low frequency components based on the concept of minimum overlap energy. Unbalanced power smoothing is then achieved by dispatching the powers of supercapatiors and batteries to compensate the high- and low-frequency IMFs according to the characteristics of supercapacitor and batteries respectively. Finally, based on a set of data acquired from an existing wind farm, a hybrid storage system(HSS) is designed aiming at minimizing the capital cost and also can make wind power approach the planned export power of the wind farm in a great extent, numerical analysis verifies the efficiency of the developed method.
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来源期刊
电网技术
电网技术 Engineering-Mechanical Engineering
CiteScore
7.30
自引率
0.00%
发文量
13735
期刊介绍: "Power System Technology" (monthly) was founded in 1957. It is a comprehensive academic journal in the field of energy and power, supervised and sponsored by the State Grid Corporation of China. It is published by the Power System Technology Magazine Co., Ltd. of the China Electric Power Research Institute. It is publicly distributed at home and abroad and is included in 12 famous domestic and foreign literature databases such as the Engineering Index (EI) and the National Chinese Core Journals. The purpose of "Power System Technology" is to serve the national innovation-driven development strategy, promote scientific and technological progress in my country's energy and power fields, and promote the application of new technologies and new products. "Power System Technology" has adhered to the publishing characteristics of combining "theoretical innovation with applied practice" for many years, and the scope of manuscript selection covers the fields of power generation, transmission, distribution, and electricity consumption.
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