用电力线通信推断电网信息:回顾与洞察

Abdulah Jarouf, Javier Hernandez Fernandez, Aymen Omri, Roberto Di Pietro
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引用次数: 0

摘要

近十年来,人们对高频信号进行了广泛的研究,以识别规划网络中的网格和信道状况。运行在电网物理层上的plm能够传输这样的信号来推断关于电网的信息。因此,PLC是一种适合SG应用的通信技术,特别适用于电网监控和监视。在本文中,我们提供了几个贡献:1)基于plc的应用分类;2)相关方法的分类;3) PLC网格信息推理(GII)领域的文献综述;而且,这些见解可以进一步推动该领域的发展。我们发现了解决plm的三个主要PLC-GII应用的研究贡献:拓扑推断,异常检测和物理层密钥生成。此外,发现各种plc - gii测量,处理和分析方法在测量分辨率,计算复杂性和分析精度方面提供了独特的特征。我们利用我们的综述结果来阐明当前研究贡献的局限性,并提出该领域未来的研究方向。
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Inferring Power Grid Information with Power Line Communications: Review and Insights
High-frequency signals were widely studied in the last decade to identify grid and channel conditions in PLNs. PLMs operating on the grid's physical layer are capable of transmitting such signals to infer information about the grid. Hence, PLC is a suitable communication technology for SG applications, especially suited for grid monitoring and surveillance. In this paper, we provide several contributions: 1) a classification of PLC-based applications; 2) a taxonomy of the related methodologies; 3) a review of the literature in the area of PLC Grid Information Inference (GII); and, insights that can be leveraged to further advance the field. We found research contributions addressing PLMs for three main PLC-GII applications: topology inference, anomaly detection, and physical layer key generation. In addition, various PLC-GII measurement, processing, and analysis approaches were found to provide distinctive features in measurement resolution, computation complexity, and analysis accuracy. We utilize the outcome of our review to shed light on the current limitations of the research contributions and suggest future research directions in this field.
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