Optimize Ranking and Load Shedding in Microgrid Considering Improved Analytic Hierarchy Process Algorithm and Power Stability Index

4区 工程技术 Q1 Mathematics
Trong Nghia Le, Hoang Minh Vu Nguyen, Thai An Nguyen, Trieu Tan Phung, Thi Thu Hien Huynh, Quang Tien Nguyen
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引用次数: 0

Abstract

This paper proposes a load shedding model for the island microgrid based on the ranking of loads and the power stability index (PSI). Loads are ranked based on the improved analytic hierarchy process (AHP) algorithm. Real-time measurement systems have the function of collecting data for very important, important, and less-important loads at each bus load. From this data, the improved AHP method is applied to rank the loads. The advantage of this method is that the subjectivity is eliminated and not depending on the expertise of the system operator when implementing the traditional AHP method. Besides, the minimum amount of load shedding power is calculated, taking into account both primary and secondary control methods. The objective is to minimize the impact on power consumers and ensure that the frequency returns to an acceptable range. In addition, when implementing load shedding, voltage quality, and stability are considered. The PSI serves as a crucial parameter for assessing the voltage stability of microgrid buses. This index is combined with load ranking weights to obtain combined weights for the load shedding plan. Consequently, the proposed load shedding plan prioritizes minimizing damage to customers, improving voltage quality and stability, and ensuring frequency is within permissible limits. The 16-bus microgrid system is applied to compare with traditional methods and to prove the efficiency of the suggested technique.
基于改进层次分析法和电力稳定指标的微电网排序与减载优化
提出了一种基于负荷排序和电力稳定指数(PSI)的孤岛微电网减载模型。基于改进的层次分析法(AHP)对负荷进行排序。实时测量系统具有在每个总线负载上对非常重要、重要和不太重要的负载进行数据采集的功能。根据这些数据,应用改进的AHP方法对负荷进行排序。该方法的优点是在实施传统的层次分析法时,消除了主观性,不依赖于系统操作员的专业知识。同时考虑一次控制和二次控制,计算最小减载功率。目标是尽量减少对电力消费者的影响,并确保频率返回到可接受的范围。此外,在实施减载时,还要考虑电压质量和稳定性。PSI是评价微电网母线电压稳定性的重要参数。将该指标与负荷排序权值相结合,得到减载方案的组合权值。因此,建议的减载计划优先考虑最大限度地减少对客户的损害,提高电压质量和稳定性,并确保频率在允许的范围内。以16总线微电网系统为例,与传统方法进行了比较,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。
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来源期刊
Mathematical Problems in Engineering
Mathematical Problems in Engineering 工程技术-工程:综合
CiteScore
4.00
自引率
0.00%
发文量
2853
审稿时长
4.2 months
期刊介绍: Mathematical Problems in Engineering is a broad-based journal which publishes articles of interest in all engineering disciplines. Mathematical Problems in Engineering publishes results of rigorous engineering research carried out using mathematical tools. Contributions containing formulations or results related to applications are also encouraged. The primary aim of Mathematical Problems in Engineering is rapid publication and dissemination of important mathematical work which has relevance to engineering. All areas of engineering are within the scope of the journal. In particular, aerospace engineering, bioengineering, chemical engineering, computer engineering, electrical engineering, industrial engineering and manufacturing systems, and mechanical engineering are of interest. Mathematical work of interest includes, but is not limited to, ordinary and partial differential equations, stochastic processes, calculus of variations, and nonlinear analysis.
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