[1]常成.PDMiner平台的主动配电网安全监测系统[J].哈尔滨理工大学学报,2017,(02):61-66.[doi:10.15938/j.jhust.2017.02.012]
 CHANG ChenR-.Active Power Distribution Network Security MonitoringSystem Based on PDMiner Platform[J].哈尔滨理工大学学报,2017,(02):61-66.[doi:10.15938/j.jhust.2017.02.012]
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PDMiner平台的主动配电网安全监测系统()
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《哈尔滨理工大学学报》[ISSN:1007-2683/CN:23-1404/N]

卷:
期数:
2017年02期
页码:
61-66
栏目:
电气与电子工程
出版日期:
2017-04-25

文章信息/Info

Title:
Active Power Distribution Network Security Monitoring System Based on PDMiner Platform
文章编号:
1007-2683(2017)02-0061-06
作者:
常成
(贵州大学电气工程学院,贵州贵阳550025
Author(s):
CHANG ChenR-
(College of L,lectrical L,n}ineerin}, Guizhou Gniversity, Guiyan} 550025, China)
关键词:
关键词:大数据云计算数据挖掘主动配电网自愈控制
Keywords:
Keywords:big datacloud computingdata miningactive distribution networkself-healing control
DOI:
10.15938/j.jhust.2017.02.012
文献标志码:
A
摘要:
摘要:主动配电网系统结构复杂、DG渗透率高、负荷波动大、控制要求严格,运行数据信息 呈现出大量、高速、多样和价值的特点。针对主动配电网大数据处理的问题,依据云计算理论,采用 数据挖掘技术和分布并行计算方式,建立了一套PDMine:大数据挖掘平台的主动配电网安全监测 系统模型。分别研究了系统对历史数据和实时故障数据的处理。研究表明该系统通过对历史数据 的处理可进行风险区域划分、制定规划方案、运行状态评价,通过对故障数据的处理可进行故障分 析与处理,并为配电网安全改造提供依据。通过仿真算例验证了该系统的工作效果。
Abstract:
Abstract:Active distribution network system has the characteristics of complex structure,high DG permeability,large load fluctuation,strict control requirements. The data information of operation has the characteristics of high volume,high speed,diversity and value. For active distribution network data processing, according to the theory of cloud calculation,using the data mining technology and distributed parallel computing method,establishing an active distribution network security monitoring system model based on PDMiner large data mining platform. The processing of historical data and real time fault data are studied respectively. Research results show that the system by processing of historical data for risk zoning,development planning,operation state evaluation,by processing of fault data for fault analysis and processing,providing the basis for the distribution network security. The result of the system is verified by the simulation example.

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备注/Memo

备注/Memo:
收稿日期:2015一12 -31 基金项目:贵州电网公司基金(K-GZ2016-100). 作者简介:常成(1991一),男,硕士研究生,L,-mail .945772807@ qq
更新日期/Last Update: 2017-06-12