To solve the problems of untimely and low accuracy of tunnel project collapse risk prediction. this study proposes a method of multi-source information fusion. The method uses the PSO-SVM model to predict the surrounding rock displacement. With the prediction index as the benchmark. https://www.duospiritalis.com/