Intelligent service operation monitoring system and detection method

The invention discloses an intelligent service operation monitoring system and detection method, and the system comprises a data collection module which is used for collecting the electricity utilization information of a user, and the collected electricity utilization information comprises but is not limited to the payment interval, the electricity utilization amount, the identity information and the real telephone number information of the user; then, the collected data is integrated to a PostgreSQL data management platform to be stored; the data processing module is used for performing data cleaning and preprocessing on the collected data through a data cleaning tool, including processing missing values, abnormal values and repeated data; the model building module is used for building a corresponding data model based on the collected user information, analyzing and modeling the payment habit and the power utilization habit of the user, extracting key features, identifying conventional power utilization beha