Distributed coordination of power generation and transmission for an energy network

Viet Hoang Pham, H. M. Nguyen, H. Ahn
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Abstract

This paper studies a modified economic dispatch problem (EDP) of an energy network when both power generation and transmission costs are taken into account. The considered network consists of power stations and energy consuming systems connecting via transmission lines. Due to the differences in generation costs and capacities of generators and the demand of consumers, it is highly required to have an optimal coordination in power generation distribution and power transmission. By assuming the cost functions have convex quadratic forms and applying Douglas–Rachford alternating direction method of multipliers (ADMM), we design a simple iteration update for each agent (corresponding to one power generators or one energy consumer systems) to determine the optimal power generation distribution (for generator nodes) and the optimal power transmitted to its neighbors in a distributed manner. The effectiveness of the proposed method is verified via numerical simulations for a modified IEEE 30-bus test network. We also remark that it can be used to solve the traditional EDP with a small modification in problem setup.
能源网络中发电和输电的分布式协调
研究了同时考虑发电成本和输电成本的电网修正经济调度问题。所考虑的网络由发电站和通过传输线连接的能源消耗系统组成。由于发电企业发电成本和发电容量的差异以及用户需求的不同,对发电配电和输电的优化协调提出了很高的要求。通过假设成本函数具有凸二次型,并应用Douglas-Rachford交替方向乘法器(ADMM),我们设计了一个简单的迭代更新每个智能体(对应于一个发电机组或一个能源消耗系统),以确定最优的发电分布(对于发电机组节点)和最优的功率以分布式的方式传输到它的邻居。通过一个改进的IEEE 30总线测试网络的数值仿真,验证了该方法的有效性。我们还注意到,它可以通过对问题设置的少量修改来解决传统的EDP问题。
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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