Yunfei Guo, Kun Wang, Shidong Liu, Jinghong Guo, Heng Lu
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引用次数: 1
摘要
电力通信网络是一个相对复杂的系统,安全性要求很高,主要表现在发电设备的安全、输配电线路的安全、数据传输的安全等方面。上下文感知的数据处理是电力通信网络安全的核心。随着电力通信网络规模的不断扩大,电力通信数据处理变得越来越复杂。为了实现电力通信网数据处理的自动化,本文提出了一种上下文感知的电力通信网数据处理模型(CDPM)。在该三层体系结构中,存储层设计了基于数据分类的分布式数据库(Distributed Database Based on Data Categorization, DDB-DC),能够根据不同的上下文感知数据类型选择最有效的方式来存储来自采集层的上下文感知数据。然后,在计算层提出了一种上下文感知系统的实时特征提取算法(RFE)来处理上下文感知数据流。该模型是电力通信网络中一种新的数据处理方法。
A Context-aware Data Processing Model in power communication networks
The power communication networks is a relatively complex system with high security, which is performed in a number of ways, such as safety of power generation equipment, security of transmission and distribution lines, as well as data transmission security. The core of power communication networks security is context-aware data processing. With continuously extending in scale of the power communication networks, power communication data process become more complicated. In order to realize automatization of data processing of the power communication networks, this paper proposed a Context-aware Data Processing Model in power communication networks (CDPM). In this three-layer architecture, a Distributed Database Based on Data Categorization (DDB-DC) is designed in storage layer, which is able to choose the most efficient approach to store the context-aware data from the gathering layer according to different context-aware data types. Then, a Real-time Feature Extraction algorithm (RFE) for context-aware systems is presented in the computing layer to process the context-aware data stream. The model is a new data processing method in power communication networks.