Author:
Yang Jiali,Li Wei,Chen Jiarui,Sheng Li
Abstract
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.
Reference8 articles.
1. Xie W., Chen L., Wei H.G., et al. (2017) “Multi-Split VVVF” System for Electric Submersible Pump on Extraction Flat Roof on the Sea. In: Proceedings of the 2016 6th International Conference on Advanced Design and Manufacturing Engineering (ICADME 2017). Zhuhai. pp. 506-511.
2. Reges G., Fontana M., Ribeiro Marcos., et al. (2020) Electric submersible pump vibration analysis under several operational conditions for vibration fault differential diagnosis. J. Sci. Ocean Engineering., pp. 108249-.
3. Peng L., Han G.Q., Pagou A.l., Shu J. (2020) Electric submersible pump broken shaft fault diagnosis based on principal component analysis. J. Sci. Journal of Petroleum Science and Engineering., 191.
4. Marins M.A., Barros B.D., Santos I.H., Barrionuevo D.C., et al. (2020) Fault detection and classification in oil wells and production/service lines using random forest. J. Sci. Journal of Petroleum Science and Engineering., 197.
5. Condition monitoring and fault diagnosis of electric submersible pump based on wellhead electrical parameters and production parameters
Cited by
6 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献