文献类型：会议论文

英文题名：Fault diagnosis of electric submersible pump tubing string leakage

作者：Yang, Jiali[1];Li, Wei[2,3];Chen, Jiarui[1];Li, Sheng[1]

机构：[1]Guangdong Ocean Univ, Sch Math & Comp, Zhanjiang 524088, Guangdong, Peoples R China;[2]Southern Marine Sci & Engn Guangdong Lab Zhanjian, Zhanjiang 524088, Guangdong, Peoples R China;[3]CNOOC China Ltd, ZhanJiang Branch, Zhanjiang 524057, Guangdong, Peoples R China

会议论文集：5th International Conference on Advances in Energy, Environment and Chemical Science (AEECS)

会议日期：FEB 26-28, 2021

会议地点：ELECTR NETWORK

语种：英文

外文摘要：With the rapid development of the offshore oil industry, electric submersible pumps have become more and more important. They are the main pumping equipment in oil well production and have huge advantages in terms of displacement and production costs. Due to the complex structure of the electric submersible pump, the bad working environment will cause failures. The failure of tubing string leakage is a common failure in oilfields; tubing string leakage of the electric submersible pump will reduce oil production. In order to reduce the economic loss of oil well production. This paper uses PCA and Mahalanobis distance to make the tubing Fault diagnosis of leakage. The feasibility of the algorithm is verified through experiments. The result shows that it can diagnose the failure time of pipe string leakage in advance and hence help us to reduce the maintenance cost of offshore oilfields.