基于PCA-SVM的油气管道腐蚀速率预测技术探讨

Prediction Technology of Oil and Gas Pipeline Corrosion Rate Based on PCA-SVm

油气管道腐蚀问题对于油气管道的应用有非常重要的作用,一定程度上关系到管道的使用效果和使用寿命。针对管道腐蚀速率进行研究,能够做好管道腐蚀的有效控制。本文笔者研究了PCA-SVM方法在油气管道腐蚀速率预测中的应用,文章研究了管道腐蚀的危害和腐蚀速率预测技术发展现状,并提出PCA-SVM尤其管道腐蚀速率预测技术的具体应用。

The corrosion problem of oil and gas pipeline plays a very important role in the application of oil and gas pipeline, and to some extent relates to the service effect and service life of the pipeline. The study of pipeline corrosion rate can effectively control pipeline corrosion. In this paper, the author studied the application of PCA-SVM method in the prediction of corrosion rate of oil and gas pipelines, studied the harm of pipeline corrosion and the development status of corrosion rate prediction technology, and proposed the specific application of PCA-SVM, especially the prediction technology of pipeline corrosion rate.