基于价格预测的多代理系统的实时弹性微电网功率管理

IF 2.4 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
IET Smart Grid Pub Date : 2022-10-13 DOI:10.1049/stg2.12089
Marcos Eduardo Cruz Victorio, Behzad Kazemtabrizi, Mahmoud Shahbazi
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引用次数: 0

摘要

微电网的出现是为了利用小规模分布式发电使传统发电多样化。为了优化微电网的电力调度,人们已经投入了大量的精力来设计控制策略,然而,需要验证这种控制系统在正常运行和故障条件下的稳定性也是可靠的。本研究提出了一种满足这些条件的交流微电网分层分布式控制系统。在考虑大信号模型的情况下,利用李雅普诺夫直接法分析了所提控制器所保持的稳定性。通过适当的预测模型和容错机制实现弹性控制分布,避免单点故障。利用图论对控制系统的弹性进行了验证。通过OPAL-RT实时仿真器实现的实时微电网模型,结合树莓派构建的通信网络,对控制系统在正常和故障条件下的稳定性和弹性运行进行了测试。仿真结果表明,在两种工况下,系统在电压和频率方面均表现出稳定的运行,在故障工况下,系统表现出弹性运行。此外,还包括成本最小化性能,以验证最佳电源管理功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Real-time resilient microgrid power management based on multi-agent systems with price forecast

Real-time resilient microgrid power management based on multi-agent systems with price forecast

Microgrids have emerged to diversify conventional electric generation using small-scale distributed generation. Large efforts have been put into designing control strategies to optimise the power schedules of microgrids, however, verification that such control systems also are reliable in terms of stability during normal operation and fault conditions is needed. This study presents a hierarchical distributed control system that fulfils these conditions for an AC microgrid. The stability maintained by proposed controller, considering the large signal model, is analysed with the use of Lyapunov's direct method. Resilient control distribution is achieved by the implementation of suitable forecast models and fault-tolerance mechanisms to avoid single points of failure. The resilience of the control system is verified with the use of graph theory. The stable and resilient operation of the proposed control system is tested by a real-time microgrid model implemented with an OPAL-RT real-time simulator, combined with a communication network built with Raspberry Pis, testing the control system presented under normal and faulty conditions. Simulation results show a stable operation in terms of voltage and frequency in both conditions, resilient operation is shown for the faulty condition case. Additionally, cost minimisation performance is included to validate optimal power management capabilities.

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来源期刊
IET Smart Grid
IET Smart Grid Computer Science-Computer Networks and Communications
CiteScore
6.70
自引率
4.30%
发文量
41
审稿时长
29 weeks
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