Data Analysis for Smart Grid and Communication Technologies

Hüseyin Erçi̇k, Mahmut Dirik
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Abstract

Smart grids and communication technologies are among the significant advancements in theenergy sector. These technologies improve energy efficiency by increasing the use of renewable energysources. However, the integration of these technologies also creates a vast amount of data that requiresanalysis to optimize energy management and improve system performance. In this context, data analysisplays a crucial role in identifying patterns, predicting energy demand, and managing energy supply. Thispaper provides an overview of the importance of data analysis in smart grids and communicationtechnologies and discusses various data analysis techniques used in energy management systems.Additionally, it highlights the challenges and opportunities associated with data analysis in the context ofsmart grids and communication technologies.
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智能电网和通信技术的数据分析
智能电网和通信技术是能源领域的重大进步。这些技术通过增加可再生能源的使用来提高能源效率。然而,这些技术的集成也产生了大量的数据,需要分析以优化能源管理和提高系统性能。在这种情况下,数据分析在识别模式、预测能源需求和管理能源供应方面起着至关重要的作用。本文概述了数据分析在智能电网和通信技术中的重要性,并讨论了能源管理系统中使用的各种数据分析技术。此外,它还强调了与智能电网和通信技术背景下的数据分析相关的挑战和机遇。
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