Efficient Management of Power Grid Technical Transformation Project Under the Environment of Power Internet of Things Based on Kmeans++

Xiao-guang Qi, Lei An, Jianjun Wang
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Abstract

The power grid technological transformation project is a key work of the power grid. In the Internet of Things (IOT) environment, it can realize the actual time information passing to the center processing computer, it will give birth to various innovative application products and stimulate a new business model. This paper gives a frame of the IOT new technology application of the power grid, especially for grid technology transformation project. From the sensors in the power grid IOT new technology, the data and the node status can be capture into the power company, and the clustering method such as Kmeans ++ algorithm can be used to identify the healthy status of the node, and make a decision to whether to take the project transformation of the voltage sag. Finally, a case study proves that the proposed method is effective of the power grid technological transformation projects decision.
基于kmeans++的电力物联网环境下电网技改项目高效管理
电网技术改造工程是电网的一项重点工作。在物联网(IOT)环境下,它可以实现信息实时传递到中心处理计算机,它将催生各种创新应用产品,激发新的商业模式。本文给出了物联网新技术在电网,特别是电网技术改造工程中的应用框架。从电网物联网新技术中的传感器,可以将数据和节点状态捕获到电力公司,并使用kmeans++算法等聚类方法识别节点的健康状态,并决定是否对电压骤降进行工程改造。最后,通过实例验证了该方法对电网技改项目决策的有效性。
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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