DEWA研发数据湖:先进能源数据分析的大数据平台

2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD) Pub Date : 2023-03-08 DOI:10.1109/ITIKD56332.2023.10099717

H. Y. Youssef, M. Ashfaque, Jayakumar V. Karunamurthy

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引用次数: 1

摘要

公用事业部门的数字化转型导致了来自不同和分散数据源的大量数据，这需要大量的集成、存储、处理和管理工作。在这项工作中，我们提出了一个用于公用事业数据的大数据高级分析平台，该平台允许更容易的数据检索、处理和可视化，并增强了数据安全性。数据湖在迪拜水电局研发中心的成功实施增加了从原始数据和处理数据中提取有价值的见解，可用于公用事业公司不同部门之间的明智决策和数据交叉利用。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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DEWA R&D Data Lake: Big Data Platform for Advanced Energy Data Analytics

The digital transformation of the utility sector has resulted in a flood of data incoming from diverse and dispersed data sources, which requires huge integration, storage, processing, and management efforts. In this work, we present a Big Data advanced analytics platform for utility data, that allows for easier data retrieval, processing, and visualization, with enhanced data security. The successful implementation of Data Lake at DEWA (Dubai Electricity and Water Authority) R&D Center increases valuable insight extraction from raw and processed data, that can be employed in informed decision-making and cross-utilization of data between different sectors in the utility company.

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2023 International Conference on IT Innovation and Knowledge Discovery (ITIKD)

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