3.8 Article

Design and Implementation of Energy Management System Based on Spring Boot Framework

期刊

INFORMATION
卷 12, 期 11, 页码 -

出版社

MDPI
DOI: 10.3390/info12110457

关键词

Spring Boot framework; hybrid topology; horizontal database split; Tomcat server

资金

  1. Tianjin Science and Technology Major Project and Engineering [18ZXRHNC00140]
  2. Tianjin Key Laboratory of Optoelectronic Sensor and Sensor Network Technology

向作者/读者索取更多资源

This paper introduces an energy management system based on the Spring Boot framework, with three layers that collect data, process it, and provide a display interface. The system utilizes RS-485 and MODBUS protocols for data collection, splits stored data horizontally in a MySQL database for improved performance, and has been operating stably for over 600 days since deployment in a manufacturing company.
This paper designs and implements an energy management system based on the Spring Boot framework. The system mainly includes three layers, which are the data collection layer, the business logic layer, and the display interface layer from bottom to top. The data collection layer is based on the RS-485 electrical standard and the MODBUS communication protocol. The two protocols connect all energy consumption monitoring points into a mixed topology communication network in the enterprise. The programs in the data collection layer poll each energy consumption monitoring point in the network to collect the data and transmit to the business logic layer. The business logic layer is developed on the basis of the Spring Boot framework and mainly includes two parts: the MySQL database and Tomcat server. In the MySQL database, the stored data are horizontally split according to the time column and stored in different data tables. The split of data reduces the load of a single data table and improves the query performance of the database. The Tomcat server is built into the Spring Boot framework to provide a basic environment for system operation. The Spring Boot framework is the core component of the system. It is responsible for collecting, storing, and analyzing data from energy consumption monitoring points, receiving and processing data requests from the display interface layer. It also provides standard data interfaces to the external programs. The display interface layer is developed on the basis of the Vue framework and integrated into the Spring Boot framework. The display layer combines an open-source visualization chart library called ECharts to provide users with a fully functional and friendly human-computer interaction interface. Through the calculation of hardware and software costs, considering the personnel cost in different regions, the total cost of the energy management system can be estimated. The cost of construction was approximately 210,000 USD in this paper. Since the system was actually deployed in a manufacturing company in December 2019, it has been operating stably for more than 600 days.

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