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Relaxed Alternating Direction Method of Multipliers for Hedging Communication Packet Loss in Integrated Electrical and Heating System

机译:集成电气和加热系统中倒断通信包损失的乘法器轻松的交替方向方法

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摘要

Integrated electrical and heating systems (IEHSs) are promising for increasing the flexibility of power systems by exploiting the heat energy storage of pipelines. With the recent development of advanced communication technology, distributed optimization is employed in the coordination of IEHSs to meet the practical requirement of information privacy between different system operators. Existing studies on distributed optimization algorithms for IEHSs have seldom addressed packet loss during the process of information exchange. In this paper, a distributed paradigm is proposed for coordinating the operation of an IEHS considering communication packet loss. The relaxed alternating direction method of multipliers (R-ADMM) is derived by applying Peaceman-Rachford splitting to the Lagrangian dual of the primal problem. The proposed method is tested using several test systems in a lossy communication and transmission environment. Simulation results indicate the effectiveness and robustness of the proposed R-ADMM algorithm.
机译:集成电气和加热系统(IEHSS)是希望通过利用管道的热能存储来提高电力系统的灵活性。随着近期开发先进的通信技术,分布式优化是在IEHS的协调中使用,以满足不同系统运营商之间信息隐私的实际要求。关于IEHS的分布式优化算法的现有研究很少在信息交换过程中解决数据包丢失。在本文中,提出了一种用于协调考虑通信分组丢失的IEH的操作的分布式范式。通过将Peaceman-Rachford拆分施加到Lagrangian的双重问题的Lagrangian Dual来源的乘体(R-ADMM)的放松交替方向方法。在有损通信和传输环境中使用多个测试系统测试所提出的方法。仿真结果表明提出的R-ADMM算法的有效性和鲁棒性。

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