Transmission tower geological disaster monitoring method and system based on multi-source data fusion

The invention discloses a power transmission tower geological disaster monitoring method and system based on multi-source data fusion, and relates to the technical field of geological disaster monitoring and prediction.The method comprises the steps that data of power transmission tower geological disasters are collected and preprocessed; constructing a transmission tower geological disaster prediction model; constructing a transmission tower geological disaster prediction objective function with the purpose of maximizing accurate prediction; further optimizing the prediction target function, and constructing an optimization evaluation function; outputting an optimal parameter combination in the optimization evaluation function by using a Bayesian optimization method; and the accuracy of predicting the target function is further improved. The implementation of the invention not only improves the accuracy and real-time performance of geological disaster monitoring, but also provides technical support for safet