Effective Electrical Submersible Pump Management Using Machine Learning
نویسندگان
چکیده
منابع مشابه
Electrical Submersible Pump Analysis and Design
Case Services' software provides production optimization for a variety of different methods of artificial lift. This paper discusses the dominant factors in electrical centrifugal submersible pump design and monitoring. Emphasis is placed on three areas: • Well inflow performance behavior. • Fluid Pressure-Volume-Temperature and phase behavior. • Pump equipment performance specifications. An ex...
متن کاملThe parametric study of an electrical submersible pump rotary gas separator under two-phase flow condition
The performance of the electric submersible pump (ESP) significantly affected by Gas Void Fraction (GVF). Thus, using of a Rotary Gas Separator (RGS) is a suitable solution for this issue. The performance of the RGS is function of different parameters such as geometry of impeller, rotating speed, boundary conditions, media viscosity and GVF. In this study, the influences of GVF, viscosity, ...
متن کاملThe parametric study of an electrical submersible pump rotary gas separator under two-phase flow condition
The performance of the electric submersible pump (ESP) significantly affected by Gas Void Fraction (GVF). Thus, using of a Rotary Gas Separator (RGS) is a suitable solution for this issue. The performance of the RGS is function of different parameters such as geometry of impeller, rotating speed, boundary conditions, media viscosity and GVF. In this study, the influences of GVF, viscosity, and ...
متن کاملthe parametric study of an electrical submersible pump rotary gas separator under two-phase flow condition
the performance of the electric submersible pump (esp) significantly affected by gas void fraction (gvf). thus, using of a rotary gas separator (rgs) is a suitable solution for this issue. the performance of the rgs is function of different parameters such as geometry of impeller, rotating speed, boundary conditions, media viscosity and gvf. in this study, the influences of gvf, viscosity, and ...
متن کاملEffective Parallelisation for Machine Learning
This paper contributes a novel and provably effective black-box parallelisation scheme for a broad class of learning algorithms with polylogarithmic runtime on quasi-polynomially many processing units (if the dimension of the data is polylogarithmic in the number of examples). Effective parallelisations achieve the same confidence and error bounds as the underlying base learning algorithm in mu...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Open Journal of Civil Engineering
سال: 2021
ISSN: 2164-3164,2164-3172
DOI: 10.4236/ojce.2021.111005