Distributed Coordination of Multi-microgrids in Active Distribution Networks for Provisioning Ancillary Services

IF 4 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Arghya Mallick;Abhishek Mishra;Ashish R. Hota;Prabodh Bajpai
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Abstract

With the phenomenal growth in renewable energy generation, the conventional synchronous generator-based power plants are gradually getting replaced by renewable energy sources-based microgrids. Such transition gives rise to the challenges of procuring various ancillary services from microgrids. We propose a distributed optimization framework that coordinates multiple microgrids in an active distribution network for provisioning passive voltage support-based ancillary services while satisfying operational constraints. Specifically, we exploit the reactive power support capability of the inverters and the flexibility offered by storage systems available with microgrids for provisioning ancillary service support to the transmission grid. We develop novel mixed-integer inequalities to represent the set of feasible active and reactive power exchange with the transmission grid that ensures passive voltage support. The proposed alternating direction method of multipliers-based algorithm is fully distributed, and does not require the presence of a centralized entity to achieve coordination among the microgrids. We present detailed numerical results on the IEEE 33-bus distribution test system to demonstrate the effectiveness of the proposed approach and examine the scalability and convergence behavior of the distributed algorithm for different choice of hyperparameters and network sizes.
主动配电网中多微网的分布式协调以提供辅助服务
随着可再生能源发电的迅猛发展,传统的同步发电机发电厂正逐渐被可再生能源微电网所取代。这种转变带来了从微电网采购各种辅助服务的挑战。我们提出了一种分布式优化框架,它能协调主动配电网络中的多个微电网,在满足运行约束的同时提供基于无源电压支持的辅助服务。具体来说,我们利用逆变器的无功功率支持能力和微电网储能系统提供的灵活性,为输电网提供辅助服务支持。我们开发了新颖的混合整数不等式来表示与输电网之间可行的有功和无功功率交换集,以确保无源电压支持。所提出的基于乘法器的交替方向法算法是完全分布式的,不需要中央实体来实现微电网之间的协调。我们展示了 IEEE 33 总线配电测试系统的详细数值结果,以证明所提方法的有效性,并检验了分布式算法在选择不同超参数和网络规模时的可扩展性和收敛行为。
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来源期刊
IEEE Systems Journal
IEEE Systems Journal 工程技术-电信学
CiteScore
9.80
自引率
6.80%
发文量
572
审稿时长
4.9 months
期刊介绍: This publication provides a systems-level, focused forum for application-oriented manuscripts that address complex systems and system-of-systems of national and global significance. It intends to encourage and facilitate cooperation and interaction among IEEE Societies with systems-level and systems engineering interest, and to attract non-IEEE contributors and readers from around the globe. Our IEEE Systems Council job is to address issues in new ways that are not solvable in the domains of the existing IEEE or other societies or global organizations. These problems do not fit within traditional hierarchical boundaries. For example, disaster response such as that triggered by Hurricane Katrina, tsunamis, or current volcanic eruptions is not solvable by pure engineering solutions. We need to think about changing and enlarging the paradigm to include systems issues.
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