The invention relates to the technical field of automobile charging
pile monitoring and early warning, in particular to an automobile charging
pile monitoring and early warning
management system and method.The automobile charging
pile monitoring and early warning
management system comprises an operation state monitoring module, an
influence analysis module, an influence intensity analysis module, an early warning management module and a
cloud database. Abnormal data frames are screened, an abnormal data sequence of parameter dimensions is formed,
graphical analysis is facilitated, abnormal charging piles are judged, when the abnormal charging piles are detected, a topological model is constructed based on the electrical topological relation of abnormal sources and the charging piles, a trained
machine learning model is utilized to predict the core result of the abnormal charging piles, and the core result of the abnormal charging piles is obtained. And the comprehensive risk value is calculated based on the swept core result, and grading early warning is performed, so that abnormity identification, swept prediction and quantitative risk intervention are realized, and the
operation safety and
management efficiency of the charging pile are improved.