Online equipment status monitoring is the core of equipment management systems, and timely identification of equipment faults is of great significance for smart factories. This process involves collecting equipment status parameters and machining parameters for analysis and application. Smart factories feature a wide variety and large number of equipment types. A unified approach to online equipment monitoring would require installing numerous sensors and result in an exponential increase in the volume of collected data, leading to high economic costs for data collection, storage, and analysis. Therefore, it is essential to implement scientific equipment status management based on the actual conditions of the smart factory. The AIMMIRAI equipment status monitoring system, developed by Alps System Integration (Dalian) Co., Ltd., enables real-time and accurate collection of equipment status data, visualizes data reports to achieve a fully paperless environment, and provides intelligent statistical analysis to improve factory OEE. This solution is an excellent choice for the digital transformation of manufacturing enterprises.

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