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RCPC: A Multi-agent System for Coordinated Control of Power Electronic Converters in Microgrids

机译:RCPC:用于微电网中电力电子转换器协调控制的多智能体系统

摘要

The objective of this thesis is to describe the implementation of an innovative agent-based architecture of controllers for stand-alone DC microgrids. The controllers have to regulate voltage to the required level and manage energy flow in the system. In addition, they should maintain a deterministic time frame on the order of a few tens of milliseconds for a system with tens of power electronic converters with no limitation in the number of events which might happen concurrently. Optimal power sharing ensures minimum transmission and distribution loss while enforcing constraints such as generators’ capacity limits. Multiple agents take part in the process to determine optimum power sharing for the converters. The thesis compares system complexity using numerical analysis of different distributed lookup algorithms based on defined metric values for a standalone DC microgrid including 32 converters. The numerical analysis results aid in choosing a publish-subscribe model as the most efficient and scalable solution for developing agent technology for standalone DC microgrids. Application of publish-subscribe agent-based control is presented for real-time coordination of power converters in a defined microgrid. To test the design, a sample DC shipboard microgrid with eight converters is used as a case study. Results of implementing the agent-based publish-subscribe control system using Java Agent DEvelopment Framework (JADE) are illustrated in the thesis. Simulation results affirm the accuracy of numerical analysis results.
机译:本文的目的是描述用于独立DC微电网的控制器的基于代理的创新体系结构的实现。控制器必须将电压调节到所需水平并管理系统中的能量流。此外,对于具有数十个功率电子转换器的系统,它们应该将确定性的时间范围保持在几十毫秒的数量级,并且对可能同时发生的事件数量没有限制。最佳功率共享可确保最小的输配电损耗,同时加强诸如发电机容量限制之类的约束。多个代理参与该过程,以确定转换器的最佳功率共享。本文基于包含32个转换器的独立DC微电网,基于定义的度量值,通过对不同的分布式查找算法进行数值分析,比较了系统的复杂性。数值分析结果有助于选择发布-订阅模型作为开发独立DC微电网代理技术的最有效和可扩展的解决方案。提出了基于发布-订阅代理的控制的应用,以在定义的微电网中实时协调功率转换器。为了测试设计,使用带有八个转换器的DC船用微电网样本作为案例研究。本文阐述了使用Java代理开发框架(JADE)实现基于代理的发布-订阅控制系统的结果。仿真结果肯定了数值分析结果的准确性。

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    Nasri Maryam;

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  • 年度 2016
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