Machine Learning-Based Production Prediction Model and Its Application in Duvernay Formation

The production of a single gas well is influenced by many geological and completion factors. The aim of this paper is to build a production prediction model based on machine learning technique and identify the most important factor for production. Firstly, around 159 horizontal wells were collected,...

Full description

Bibliographic Details
Main Authors: Zekun Guo, Hongjun Wang, Xiangwen Kong, Li Shen, Yuepeng Jia
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/14/17/5509