分布式电力大数据计算分析平台设计与实现
发布时间：2018-09-04 15:18
【摘要】：电力大数据是随着智能电网发展和大数据技术发展,应运而生的一个新的交叉学科,是大数据技术在现代智能电网的具体应用。现代智能电网发展至今,拥有大量的电力系统数据,这些数据来自电力系统的各个生产运行环节,并且一方面给现有的电力系统数据存储和对数据的计算分析带来了巨大挑战,另一方面也为电力大数据的价值挖掘提供了宝贵数据资源。然而存在于当下智能电网中的数据业务相关系统,运行负荷已经非常巨大,难以再对电力系统数据进行进一步的采用大数据手段的复杂计算和分析。因此,本文提出了一种分布式电力大数据计算分析平台,分析了它对智能电网的必要性,并设计了它的技术实现方案,论证了平台的可行性。本文主要从三个方面对分布式电力大数据计算分析平台进行了设计和分析:从电力系统用户出发的平台的需求分析,详细阐述了平台在现代智能电网背景下,电力系统对当下电力大数据所缺失的计算分析能力是如何补充和扩展的;在需求分析基础上,详细设计了平台的技术路线,论证了平台的可行性和革新性;针对分布式电力大数据计算分析平台的具体实现,本文为其设计了具体功能模块,从而完整地描述了平台的设计和实现方案。最后本文简单介绍了系统的实际运行效果,引用部分电力系统数据,设计了简单的分析计算任务,对平台的电力大数据分析计算功能进行了验证,最终证明了平台的有效性。最后分析了平台对电力系统的重要意义和创新性,及平台的不足和未来的发展方向。
[Abstract]:Power big data is a new interdisciplinary subject which comes into being with the development of smart grid and big data technology. It is the concrete application of big data technology in modern smart grid. With the development of modern smart grid, there is a large amount of power system data, which comes from various production and operation links of power system. On the one hand, it brings great challenges to the existing power system data storage and data calculation and analysis. On the other hand, it also provides valuable data resources for power big data's value mining. However, in the current smart grid data service related systems, the operating load has been very huge, it is difficult to further use big data's complex calculation and analysis of power system data. Therefore, this paper presents a distributed power big data computing and analysis platform, analyzes its necessity to the smart grid, designs its technical implementation scheme, and proves the feasibility of the platform. In this paper, the distributed power big data computing and analysis platform is designed and analyzed from three aspects: from the demand analysis of power system users, the platform is described in detail under the background of modern smart grid. On the basis of demand analysis, the technical route of the platform is designed in detail, and the feasibility and innovation of the platform are demonstrated. In view of the concrete realization of the distributed power big data computing and analysis platform, this paper designs the specific function module for it, and describes the design and implementation scheme of the platform completely. Finally, this paper briefly introduces the actual operation effect of the system, introduces some power system data, designs a simple analysis and calculation task, verifies the power big data analysis and calculation function of the platform, and finally proves the effectiveness of the platform. Finally, the significance and innovation of the platform to the power system are analyzed, as well as the deficiency of the platform and the development direction in the future.
【学位授予单位】：电子科技大学
【学位级别】：硕士
【学位授予年份】：2016
【分类号】：TM76
[Abstract]:Power big data is a new interdisciplinary subject which comes into being with the development of smart grid and big data technology. It is the concrete application of big data technology in modern smart grid. With the development of modern smart grid, there is a large amount of power system data, which comes from various production and operation links of power system. On the one hand, it brings great challenges to the existing power system data storage and data calculation and analysis. On the other hand, it also provides valuable data resources for power big data's value mining. However, in the current smart grid data service related systems, the operating load has been very huge, it is difficult to further use big data's complex calculation and analysis of power system data. Therefore, this paper presents a distributed power big data computing and analysis platform, analyzes its necessity to the smart grid, designs its technical implementation scheme, and proves the feasibility of the platform. In this paper, the distributed power big data computing and analysis platform is designed and analyzed from three aspects: from the demand analysis of power system users, the platform is described in detail under the background of modern smart grid. On the basis of demand analysis, the technical route of the platform is designed in detail, and the feasibility and innovation of the platform are demonstrated. In view of the concrete realization of the distributed power big data computing and analysis platform, this paper designs the specific function module for it, and describes the design and implementation scheme of the platform completely. Finally, this paper briefly introduces the actual operation effect of the system, introduces some power system data, designs a simple analysis and calculation task, verifies the power big data analysis and calculation function of the platform, and finally proves the effectiveness of the platform. Finally, the significance and innovation of the platform to the power system are analyzed, as well as the deficiency of the platform and the development direction in the future.
【学位授予单位】：电子科技大学
【学位级别】：硕士
【学位授予年份】：2016
【分类号】：TM76
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