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配电自动化中的数据分析与预测维护策略

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在当今社会,电力系统对社会发展和人民生活起着至关重要的作用.随着科技的进步和能源需求的增加,配电自动化技术应运而生,目的是提高电力供应的可靠性和效率,同时降低运营成本.近年来,随着大数据和智能技术的飞速发展,数据分析和预测维护策略已经成为提升配电自动化系统性能的关键技术.文章探讨了配电自动化中的数据分析与预测维护策略,并通过案例研究展示了实际效益与面临的挑战,分析了当前的问题和未来技术的发展趋势,旨在推动电力系统的高效和可持续发展.
Data Analysis and Predictive Maintenance Strategies in Distribution Automation
In today's society,the power system plays a crucial role in social development and people's lives.With the advancement of technology and the increase in energy demand,distribution automation technology has emerged with the aim of improving the reliability and efficiency of power supply while reducing operating costs.In recent years,with the rapid development of big data and intelligent technology,data analysis and predictive maintenance strategies have become key technologies to improve the performance of distribution automation systems.The article explores data analysis and predictive maintenance strategies in distribution automation,and demonstrates practical benefits and challenges through case studies.It analyzes current problems and future technological development trends,aiming to promote the efficient and sustainable development of the power system.

distribution automationdata analysispredictive maintenancemachine learningsmart grid

贾勇晨、罗大伟

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国网内蒙古东部电力有限公司满洲里市供电分公司,内蒙古满洲里 021400

国网内蒙古东部电力有限公司额尔古纳市供电分公司,内蒙古额尔古纳 022250

配电自动化 数据分析 预测维护 机器学习 智能电网

2024

今日自动化

今日自动化

ISSN:
年,卷(期):2024.(6)