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基于大数据分析的电网调控运行优化策略研究

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随着能源结构的变革,传统的电网调控方式已经无法满足当前的需求.而大数据分析技术的兴起,为构建智能电网提供了新的思路.文章先讨论电网大数据的特点及其处理流程,然后根据电网调控的不同要求,基于大数据分析提出经济性调控运行优化策略模型、安全性与稳定性调控运行优化策略模型.
Research on Grid Regulation and Dispatch Optimization Strategies Based on Big Data Analysis
With the transformation of energy structure,traditional power grid regulation methods are no longer able to meet current demands.The rise of big data analysis technology has provided new ideas for building smart grids.The article first discusses the characteristics and processing flow of big data in the power grid.Then,based on the different requirements of power grid regulation,an economic regulation operation optimization strategy model,a safety and stability regulation operation optimization strategy model,and an energy storage new energy grid connected regulation operation optimization strategy model are proposed based on big data analysis.

big data analysisgrid regulationrenewable energymachine learning

王洋、田琨

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国网冀北电力有限公司香河县供电分公司,河北廊坊 065400

大数据分析 电网调控 可再生能源 机器学习

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(17)