基于关联规则算法的电力应急指挥系统体系结构及模块化设计

Qian Wang, Mingming Liu
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引用次数: 0

摘要

为了有效获取电力应急指挥计划,合理调度应急资源,根据模块化思想,设计了基于关联规则算法的电力应急指挥系统体系结构。在硬件部分,感知层用于采集操作数据,业务层用于分析和挖掘数据。工具层建立了基础组件库和电力工业组件库。网络层将相关信息传递给应用层。应用层通过调用工具集实现资源调度、故障修复等电力应急指挥的三维仿真和可视化操作。在软件部分,采用关联规则算法结合在线分析处理技术,对采集的数据集中的有效数据进行挖掘,实现应急指挥相关工作的分析处理。实验表明,该系统能有效地控制发电机输出,并在故障发生时获得较高的传输裕度。合理、均匀地调度应急资源,避免资源浪费。
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Architecture and modular design of power emergency command system based on association rule algorithm
In order to effectively obtain the electric power emergency command plan and reasonably dispatch emergency resources, the electric power emergency command system architecture based on association rule algorithm is designed according to the modularization idea. In the hardware part, the sensing layer is used to collect operation data, and the service layer is used to analyze and mine the data. The tool layer establishes the basic component library and the power industry component library. The network layer transmits relevant information to the application layer. The application layer realizes the three-dimensional simulation and visual operation of power emergency command such as resource scheduling and fault repair by calling the tool set. In the software part, the association rule algorithm combined with online analytical processing technology is used to mine the effective data in the collected data set to realize the analysis and processing of emergency command related work. Experiments show that the system can effectively command the output of the generator and obtain higher transmission margin when the fault occurs. And reasonably and evenly dispatch emergency resources to avoid resource waste.
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