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基于数据感知融合的电力通信网络智能运维方法

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电力通信网络作为现代电力系统的神经中枢,其健康稳定运行对于保障电力供应安全至关重要.文章探讨数据感知融合技术的原理及其在电力通信网络中的应用框架,随后详细介绍智能运维的关键步骤,包括数据预处理与质量评估、多源数据融合算法及异常检测与故障预测,并通过系统测试验证方法的有效性.通过实证研究,展示如何利用先进的数据处理和分析技术,以实现智能化和自动化电力通信网络运维,为提高网络运维效率和减少运维成本提供可靠的技术支持和科学依据.
Intelligent Operation and Maintenance Method of Power Communication Network Based on Data Perception Fusion
As the nerve center of modern power system,the healthy and stable operation of power communication network is very important to ensure the safety of power supply.This paper discusses the principle of data sensing fusion technology and its application framework in power communication network,and then introduces the key steps of intelligent operation and maintenance in detail,including data preprocessing and quality evaluation,multi-source data fusion algorithm,anomaly detection and fault prediction,and verifies the effectiveness of the method through system testing.Through empirical research,this paper shows how to use advanced data processing and analysis technology to realize intelligent and automatic power communication network operation and maintenance,and provide reliable technical support and scientific basis for improving network operation and maintenance efficiency and reducing operation and maintenance cost.

data perception fusionelectric power communication networkintelligent operation and maintenance

范洵、王文涛、姜苏、王李光

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国网江苏省电力有限公司镇江供电分公司,江苏镇江 212000

数据感知融合 电力通信网络 智能运维

2024

通信电源技术
武汉普天通信设备集团有限公司

通信电源技术

影响因子:0.389
ISSN:1009-3664
年,卷(期):2024.41(15)