Article: The use of edge computing-based internet of things big data in the design of power intelligent management and control platform Journal: International Journal of Grid and Utility Computing (IJGUC) 2022 Vol.13 No.1 pp.76 - 86 Abstract: The purpose of this research is to apply the Internet of Things (IoT) and big data technology to the power management and control platform, and improve the intelligent level of power management and control. Based on edge computing and cloud platform technology, this research designed a power intelligent management and control platform and a lightning positioning system based on the Internet of Things technology. Finally, taking the Shaanxi regional power grid as an example, the power consumption data of 8000 users was selected as the data source for cluster analysis. The results found that the power intelligent management and control platform can monitor power equipment online, realise intelligent analysis of multi-source data, and is better than traditional centralised algorithms in classification accuracy and platform running time, in the hope that its good management and control performance can be applied in practice. Inderscience Publishers - linking academia, business and industry through research

Title: The use of edge computing-based internet of things big data in the design of power intelligent management and control platform

Authors: Xin Ju; Ruixin Gou; Yanli Xiao; Zheng Wang; Shangke Liu

Addresses: ECO-Tech Research Institute, State Grid NingXia Electric Power Co., Ltd., Yinchuan 750004, China ' ECO-Tech Research Institute, State Grid NingXia Electric Power Co., Ltd., Yinchuan 750004, China ' ECO-Tech Research Institute, State Grid NingXia Electric Power Co., Ltd., Yinchuan 750004, China ' ECO-Tech Research Institute, State Grid NingXia Electric Power Co., Ltd., Yinchuan 750004, China ' ECO-Tech Research Institute, State Grid NingXia Electric Power Co., Ltd., Yinchuan 750004, China

Abstract: The purpose of this research is to apply the Internet of Things (IoT) and big data technology to the power management and control platform, and improve the intelligent level of power management and control. Based on edge computing and cloud platform technology, this research designed a power intelligent management and control platform and a lightning positioning system based on the Internet of Things technology. Finally, taking the Shaanxi regional power grid as an example, the power consumption data of 8000 users was selected as the data source for cluster analysis. The results found that the power intelligent management and control platform can monitor power equipment online, realise intelligent analysis of multi-source data, and is better than traditional centralised algorithms in classification accuracy and platform running time, in the hope that its good management and control performance can be applied in practice.

Keywords: edge computing; internet of things; big data; power intelligent management and control platform; cloud platform.

DOI: 10.1504/IJGUC.2022.121426

International Journal of Grid and Utility Computing, 2022 Vol.13 No.1, pp.76 - 86

Received: 13 Apr 2021
Accepted: 15 Jul 2021
Published online: 11 Mar 2022 *

Full-text access for editors Full-text access for subscribers Purchase this article Comment on this article

Title: The use of edge computing-based internet of things big data in the design of power intelligent management and control platform

Keep up-to-date