Cost-Effective Micro-Phasor Measurement Unit Placement in Radial Distribution Networks Using Adaptive Oppositional Artificial Rabbit Optimisation

IF 2.7 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
IET Smart Grid Pub Date : 2025-09-05 DOI:10.1049/stg2.70034
Nida Khanam, Mohd Rihan, Salman Hameed
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Abstract

Ensuring cost-effective and reliable observability in power distribution networks is essential for the efficient operation of emerging smart grids. Micro-Phasor Measurement Units (μPMUs) offer high-resolution monitoring but incur significant installation costs, hindering widespread adoption. This paper provides an efficient and cost-effective μPMU deployment mechanism that ensures full topological observability. The suggested approach is tested on conventional IEEE 33-bus, 69-bus and 123-bus distribution test systems, with four different placement scenarios investigated to assess various cost-performance trade-offs. The proposed technique significantly reduces the required amount of μPMUs while maintaining full observability. The IEEE 33-bus system reduces μPMU count from 17 to 10, resulting in a 45.8% cost reduction. The 69-bus and 123-bus systems achieve cost savings of 27.1% and 30.5%, respectively. These findings illustrate the method's scalability and efficiency in reducing deployment costs while maintaining network observability. In addition to offering a useful tool for distribution network operators for planning real-time monitoring with low-cost sensing devices, the study assesses different solution scenarios (Cases I–IV) to demonstrate trade-offs. Although the focus is on a single-objective approach—minimising μPMU installation costs under complete observability constraints—it also gives comparative insights to aid planning decisions across multiple cost-performance situations.

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基于自适应对偶人工兔子优化的径向配电网微相量测量单元成本效益配置
确保配电网络的经济高效和可靠的可观测性对于新兴智能电网的高效运行至关重要。微相量测量单元(μPMUs)提供高分辨率监测,但会产生巨大的安装成本,阻碍了广泛采用。本文提供了一种高效且经济的μPMU部署机制,保证了完全的拓扑可观测性。建议的方法在传统的IEEE 33总线、69总线和123总线配电测试系统上进行了测试,研究了四种不同的放置方案,以评估各种成本性能权衡。该技术在保持完全可观测性的同时显著减少了所需的μ pmu数量。IEEE 33总线系统将μPMU数量从17个减少到10个,从而降低45.8%的成本。69总线和123总线系统分别节省了27.1%和30.5%的成本。这些发现说明了该方法在降低部署成本同时保持网络可观察性方面的可扩展性和效率。除了为配电网运营商提供一个有用的工具,用于规划低成本传感设备的实时监控之外,该研究还评估了不同的解决方案方案(案例I-IV),以展示权衡。虽然重点是单一目标的方法,即在完全可观察性约束下最小化μPMU安装成本,但它也提供了比较的见解,以帮助在多种成本性能情况下的规划决策。
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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来源期刊
IET Smart Grid
IET Smart Grid Computer Science-Computer Networks and Communications
CiteScore
6.70
自引率
4.30%
发文量
41
审稿时长
29 weeks
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