The Algorithm center is positioned to provide efficient algorithm management and optimization services and is one of the core components of the INECO platform. It ensures efficient operation and continuous improvement of the algorithm model through centralized management, version control, remote deployment and real-time monitoring. Its main goal is to simplify the algorithm management process, improve operational efficiency, and optimize the operation and maintenance of industrial equipment through intelligent algorithms. The algorithm center relies on the data resources provided by the data center to conduct data analysis and model training to ensure the accuracy and effectiveness of the algorithm. At the same time, the analysis results and model output of the algorithm center also feed back to the data center, forming a closed loop of data-algorithm-application. The algorithm center is closely integrated with the e operation and maintenance AI large model to provide algorithm deployment and optimization services. e Operation and maintenance AI large model, as the main application scenario of the algorithm, uses the intelligent algorithm provided by the algorithm center for equipment monitoring, fault prediction and maintenance optimization. In close collaboration with the various components of the INECO platform, the algorithm center plays a central role in the entire system, ensuring the efficient management and optimization of various algorithm models, and providing strong support for the intelligent development of the industrial Internet.