New Design and Implementation of Power Distribution Network Management System

摘要

Due to the rapid development of the power grid, the number of power users has continued to increase, the scale and structure of the low-voltage distribution power system have become increasingly large and complex, Monolithic architecture systems can no longer handle complex applications, large amounts of data, and high concurrency. Therefore, we propose a new power distribution network management system(DNMS) based on the framework called Spring Boot+SSM. The DNMS system uses a front-end and back-end separation method. The front-end uses a Bootstrap framework and the back-end uses a combination of Spring Boot + SSM framework. This improves the efficiency of system development and enhances the scalability and maintainability of the system. Functionally, a load forecasting model is built through the LSTM model, analyzing the state of the power system, then helping us to control the distribution network better and provide early warning and risk assessment. The users-transformer relationship module is based on the relationship between the base and the coordinates in the linear space by using big data technology to help us identify the relationship between households and transformers to realize, then make better management.