An adaptive load shedding methodology for renewable integrated power systems.

IF 3.4 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Heliyon Pub Date : 2024-11-01 eCollection Date: 2024-11-15 DOI:10.1016/j.heliyon.2024.e40043
Sk Fahim Abrar, Nahid-Al Masood, Mohammad Jahangir Alam
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Abstract

System stability issues regarding frequency and voltage in modern power systems are growing in importance as they incorporate more and more complex components. To ensure a sustainable, pollution-free power generation, modern power systems are designed to incorporate more renewable generation sources than traditional ones. Therefore, in the event of a large-scale disruption event, conventional load-shedding strategies are unable to keep the voltage and frequency limit below the threshold value. The suggested approach takes into account this issue by rating load buses in relation to relevant frequency changes, their voltage stability, system load damping coefficients, and the introduction of green energy sources in place of fossil fuel-based ones. Battery Energy Storage Systems (BESS) are used in the proposed method to minimize load shedding amount required for conventional schemes. After determining the amount, the scheme dynamically chooses feeders as per relative weightage of the stability components (voltage, frequency) to ensure that the overall load shed amount is near to the calculated value. To verify this, the scheme is tested on IEEE 39 bus with python scripted simulation. There are four scenarios considering 250 MW, 500 MW and 1500 MW injection of PV based power generation sources with conventional generation loss of 800 MW and 1000 MW. The threshold frequency is considered 49.10 Hz. The total amount of BESS is 300 MW. For every scenario, it has been found that the methodology successfully maintains the system frequency above 49.10 Hz with a minimal amount of load shedding. Hence, the proposed methodology is able to maintain frequency stability for a modern power system with large-scale PV generation through adaptive feeder selection for load shedding.

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可再生综合电力系统的自适应甩负荷方法。
随着现代电力系统中的元件越来越复杂,有关频率和电压的系统稳定性问题也越来越重要。为了确保可持续、无污染的发电,现代电力系统在设计上采用了比传统发电系统更多的可再生能源。因此,在发生大规模中断事件时,传统的甩负荷策略无法将电压和频率限制保持在阈值以下。建议的方法考虑到了这一问题,根据相关频率变化、电压稳定性、系统负载阻尼系数以及引入绿色能源替代化石燃料能源等因素对负载总线进行评级。拟议方法中使用了电池储能系统(BESS),以尽量减少传统方案所需的甩负荷量。在确定甩负荷量后,该方案会根据稳定性成分(电压、频率)的相对权重动态选择馈线,以确保总体甩负荷量接近计算值。为了验证这一点,该方案通过 python 脚本模拟在 IEEE 39 总线上进行了测试。在四种情况下,分别考虑注入 250 兆瓦、500 兆瓦和 1500 兆瓦的光伏发电资源,以及 800 兆瓦和 1000 兆瓦的常规发电损耗。阈值频率为 49.10 Hz。BESS 总功率为 300 兆瓦。研究发现,在每种情况下,该方法都能成功地将系统频率维持在 49.10 Hz 以上,且甩负荷量极小。因此,所提出的方法能够通过自适应馈线选择来甩负荷,从而维持大规模光伏发电的现代电力系统的频率稳定。
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来源期刊
Heliyon
Heliyon MULTIDISCIPLINARY SCIENCES-
CiteScore
4.50
自引率
2.50%
发文量
2793
期刊介绍: Heliyon is an all-science, open access journal that is part of the Cell Press family. Any paper reporting scientifically accurate and valuable research, which adheres to accepted ethical and scientific publishing standards, will be considered for publication. Our growing team of dedicated section editors, along with our in-house team, handle your paper and manage the publication process end-to-end, giving your research the editorial support it deserves.
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