A Novel Decentralized Coordination Control Scheme for the Complex Transactive Energy Prosumers

Muhammad Ikram, Zakir Ullah, Muhammad Nasir, Salman Ahmed, S. N. K. Marwat
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Abstract

The significant penetration of renewable energy sources (RES) in the smart grid (SG) provides a new landscape for researchers to develop an optimal energy management model. The households with RES become prosumers to provide the surplus energy in the local community. The coordination and control of such RES prosumers are important to estimate the available energy in the system and the total demand required. In this paper, we proposed a decentralized coordination control approach for transactive energy systems (TES). The proposed TES is capable of coordinating and controlling a complex network of prosumers with limited control information. The consensusability and graph-theoretic schemes are used for prosumer RES nodes. In the proposed model, energy trading among large-scale prosumers has been demonstrated. The algorithm is capable to provide the total surplus energy available across the network and total demand in an autonomous fashion. The coordination control among prosumers is achieved through a computationally efficient approach without sharing the prosumer’s profile to preserve the security and privacy of the prosumers. To validate the proposed scheme, we perform extensive simulations on decentralized 450 prosumers. The resiliency of the proposed scheme is confirmed through dynamic and contingent communication topologies for energy trading ratios, cumulative returns, and convergence ratios. The cumulative returns improved from 0.447% to 24.8% while the energy trade among the prosumers recorded from -0.89 to 2.09. The final return is enhanced from −1.95% to 22.3% due to internal and external coordination control of nonlinear loads.
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一种新型的复杂交易能源生产消费者分散协调控制方案
可再生能源(RES)在智能电网(SG)中的显著渗透为研究人员开发最佳能源管理模型提供了新的前景。拥有可再生能源的家庭成为产消者,为当地社区提供多余的能源。这些可再生能源产消者的协调和控制对于估计系统中的可用能源和所需的总需求是重要的。本文提出了一种分布式能源系统协调控制方法。拟议的工商业污水附加费系统能够在控制信息有限的情况下协调和控制复杂的产消网。在生产消费者的RES节点上采用了一致性和图论方案。在提出的模型中,大规模生产消费者之间的能源交易已被证明。该算法能够以自主的方式提供整个网络可用的总剩余能量和总需求。产消者之间的协调控制是通过一种计算效率高的方法来实现的,不需要共享产消者的个人资料,以保护产消者的安全和隐私。为了验证所提出的方案,我们对分散的450个产消者进行了广泛的模拟。该方案的弹性通过能源交易比率、累积回报和收敛比率的动态和偶然通信拓扑得到证实。累计收益从0.447%提高到24.8%,产消双方的能源交易从-0.89提高到2.09。由于非线性荷载的内外协调控制,最终收益率由- 1.95%提高到22.3%。
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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