A scheduling framework for a multi-agent active distribution network in presence of renewable energy sources

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-06-07 DOI:10.1049/gtd2.13178
Husam Hasan, Shahram Karimi, Mohamad Moradi
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Abstract

In a multi-agent active distribution network, each agent schedules its electrical network independently to increase its profit. The high penetration level of renewable energy sources such as wind and solar power, may disturb the electrical balance of supply and demand and cause overvoltage in the grid. This study presents a decentralized scheduling approach for managing energy and reactive power transactions between the agents considering their independence and privacy. Using the proposed framework, the agents can increase their profit by exchanging active and reactive power with their neighbours, while all the technical constraints such as the allowed voltage limit of the buses are satisfied. To prove the effectiveness of the suggested technique, a multi-agent active distribution network including 11 independent agents is simulated with a high penetration of renewable energy. The simulation results illustrate the efficiency of the suggested approach from two technical and economic points of view.

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存在可再生能源的多代理主动配电网络调度框架
在多代理主动配电网络中,每个代理都会独立调度其电网以增加利润。风能和太阳能等可再生能源的高渗透率可能会扰乱电力供需平衡,导致电网过压。本研究提出了一种分散式调度方法,用于管理代理之间的能源和无功功率交易,同时考虑到代理的独立性和隐私性。利用所提出的框架,代理可以通过与邻居交换有功和无功功率来增加利润,同时满足所有技术约束条件,如总线的允许电压限制。为了证明所建议技术的有效性,我们模拟了一个包含 11 个独立代理的多代理主动配电网络,该网络具有较高的可再生能源渗透率。模拟结果从技术和经济两个角度说明了建议方法的效率。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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