Design of Sports Equipment and Facilities Maintenance and Management System Based on PSO-SVM and DIALux

With the continuous progress and development of science and technology, people are paying more and more attention to sports. In modern society, sports are a very important component. Sports equipment and facilities are often referred to as hardware resources or software resources, and can also be understood as a technical means or tool. It consists of hardware products such as sports venues and fitness equipment, as well as software environment elements such as computer network systems, forming a physical system. This article mainly focuses on the research of a sports equipment and facility maintenance and management system developed based on PSO-SVM (Particle Swarm optimization Support Vector Machine) and Dialux language platform. The system is mainly composed of hardware layer and network components, utilizing servers, embedded operating systems, and data mining technology to manage these resources. Through the development of a framework, equipment maintenance and monitoring work is achieved, and relevant information is stored using a MySQL database. Afterwards, this article conducted functional testing on the system module, and the test results showed that the system’s availability could reach up to 83%.