Experimental data-driven model development for ESP failure diagnosis based on the principal component analysis

• Published in: Journal of petroleum exploration and production technology Vol. 14; no. 6; pp. 1521 - 1537
• Main Authors: Song, Youngsoo, Jun, Sungjun, Nguyen, Tan C., Wang, Jihoon
• Format: Journal Article
• Language: English
• Published: Cham Springer International Publishing 01.06.2024; Springer Nature B.V; SpringerOpen
• Subjects: Ammeters; Cost analysis; Data acquisition; Diagnosis; Earth and Environmental Science; Earth Sciences; Electrical submersible pump; Energy Systems; Experimental system; Failure analysis; Failure diagnosis; Geology; Industrial and Production Engineering; Industrial Chemistry/Chemical Engineering; Monitoring/Environmental Analysis; Offshore Engineering; Original Paper-Production Engineering; Principal component analysis; Principal components analysis; Pumps; Real time; Submersibles; Experimental system; Failure diagnosis; Electrical submersible pump; Principal component analysis

The reliable diagnosis of electrical submersible pump (ESP) failure is a vital process for establishing of the optimal production strategies and achieving minimum development costs. Although traditional ammeter charts and nodal analysis are commonly used for ESP failure diagnosis, the techniques hav...