基于大数据的配电网故障诊断与智能化运维技术研究
Research on Fault Diagnosis and Intelligent Operation and Maintenance Technology of Distribution Network Based on Big Data
王宇奇 1齐素妍2
作者信息
- 1. 国网黑龙江省电力有限公司黑河供电公司,黑龙江 黑河 164300
- 2. 国网黑龙江省电力有限公司哈尔滨供电公司,黑龙江 哈尔滨 150000
- 折叠
摘要
文章主要研究大数据技术在配电网故障诊断与智能运维中的应用,分析数据采集与处理、数据挖掘与分析、数据可视化等关键内容.在配电网故障诊断方面,采用传感器技术实现故障的识别和定位,并提高诊断精度.在智能化运维方面,通过引入自动化运行调度系统、智能优化与资源分配算法,实现配网设备的及时监控和维护,提高配网运行效率和稳定性.所提技术方案在实际应用中取得了显著成效,为配电网的安全稳定运行提供了有力支撑.
Abstract
This paper mainly studies the application of big data technology in fault diagnosis and intelligent operation and maintenance of distribution network,and analyzes the key contents such as data collection and processing,data mining and analysis,and data visualization.In the aspect of fault diagnosis of distribution network,sensor technology is used to identify and locate the fault and improve the diagnosis accuracy.In the aspect of intelligent operation and maintenance,automatic operation scheduling system,intelligent optimization and resource allocation algorithm are introduced to realize timely monitoring and maintenance of distribution network equipment and improve the efficiency and stability of distribution network operation.The proposed technical scheme has achieved remarkable results in practical application,which provides strong support for the safe and stable operation of distribution network.
关键词
大数据/配电网/故障诊断/智能化运维Key words
big data/distribution network/fault diagnosis/intelligent operation and maintenance引用本文复制引用
出版年
2024
NETL
NSTL
万方数据