Intelligent communication system operation and maintenance terminal maintenance device

The invention discloses an intelligent communication system operation and maintenance terminal maintenance device, which relates to the technical field of operation and maintenance terminal maintenance, and is characterized in that a maintenance system monitors the operation state of an operation and maintenance terminal and predicts the service life and the maintenance time point of the operation and maintenance terminal by using a data analysis and machine learning algorithm; the association analysis unit uses a machine learning algorithm to carry out anomaly detection on a plurality of indexes and carries out association analysis in combination with the operation state data, and the model construction unit constructs an anomaly analysis model based on an association analysis result; the anomaly analysis model identifies current anomalies and predicts anomalies that may occur in the future based on machine learning and pattern recognition techniques. According to the method, the machine learning algorithm i