Multi-Agent System algorithm for preventing cascading failures in smart grid systems

R. Belkacemi, A. Bababola, S. Zarrabian, R. Craven
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引用次数: 11

Abstract

In this work, a technique based on an adaptive Multi-Agent System algorithm is implemented to solve the complex problem of cascading failure events which lead to total blackout. This method proposes a solution to a variant of cascading failure events and is unique as previous literature focuses on identifying the possibility of occurrence of the cascading failures and then mitigates the failures. The proposed solution which utilizes pre-stated mathematical combinations that aim to redispatch the power from the generators is dynamically and experimentally applied in real-time, therefore it considers all the active factors and constraints involved as it halts the occurrence of cascading failures after an N-1 contingency. The distributed and intelligent algorithm is modeled to suit power system applications and then implemented on an experimental set up of the generation and transmission side of the IEEE 30-bus system utilizing a reconfigurable Smart Grid Laboratory hardware developed for testing distributed algorithms requiring two way communication capabilities.
智能电网系统中防止级联故障的多agent系统算法
本文提出了一种基于自适应多智能体系统算法的技术,用于解决导致全面停电的复杂故障事件级联问题。该方法针对级联故障事件的一种变体提出了一种解决方案,并且是独特的,因为先前的文献侧重于识别级联故障发生的可能性,然后减轻故障。所提出的解决方案利用预先设定的数学组合,旨在重新分配发电机的功率,并在动态和实验中实时应用,因此它考虑了所有涉及的主动因素和约束,因为它在N-1事故后停止了级联故障的发生。分布式和智能算法建模以适应电力系统应用,然后在IEEE 30总线系统的生成和传输侧的实验设置上实现,利用可重构的智能电网实验室硬件开发,用于测试需要双向通信能力的分布式算法。
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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