Overall Design of Artificial Intelligence Applications Based on the Electric Power Big Data Platform. Issue 3 (April 2021)

• Record Type: Journal Article
• Authors: Li, Yaodong
• Is Part Of: Journal of physics. Volume 1881:Issue 3(2021)
• Publication Date: 2021-04
• Subjects: Electric Power Big Data -- Artificial Intelligence -- Intelligent Algorithm -- Application Design; Physics -- Congresses; 530.5
• DOI: 10.1088/1742-6596/1881/3/032065
• Languages: English
• ISSNs: 1742-6588

Abstract

Abstract: Electric power big data is a new cross-domain data that appears with the development of smart grid and big data technology, and it is a specific application of big data technology in modern smart grid. This article mainly introduces the overall design of artificial intelligence applications based on the electric power big data platform. This article will explain in detail the construction process of the electric power big data platform and the overall design of artificial intelligence applications. This article introduces the specific significance of power big data as the main technical department of artificial intelligence, from the main links of demand analysis, architecture design, detailed design, and system implementation to the overall process of artificial intelligence application design from demand to realization. First, the overall requirements of the system are analyzed in detail from two aspects: functional requirements and non-functional requirements, and then the business architecture, application architecture, data architecture and technical architecture of the system are designed. Taking the functional modules of the electric power big data platform as an example, the detailed design of the functions is explained from the point of view of the class diagram, sequence diagram, and data model. This paper uses a self-organizing patch antenna calculated based on the power big data platform to search for the lowest voltage standing wave ratio of 1.0068 and the corresponding return loss of 45dB. However, regarding the antenna bandwidth, the self-organizing patch antenna still has the characteristics of a traditional patch antenna with a relatively narrow working bandwidth, and the working bandwidth of 13dB is less than 12%.