Comparative Analysis and Suggestions for Sucker Rod Pump Working Condition Diagnosis Using Machine Learning Techniques
Y Sun, H Wang, X Zhang, J Yang, C Wang… - SPE Asia Pacific Oil …, 2024 - onepetro.org
This study explores the application of six state-of-the-art image classification models—
ResNet, MobileNet, EfficientNet, ViT, EfficientViT, and MobileViT—in diagnosing sucker rod …
ResNet, MobileNet, EfficientNet, ViT, EfficientViT, and MobileViT—in diagnosing sucker rod …
Tailoring Digital Approaches for Monitoring and Predictive Diagnosis for Sucker Rod Pumping Systems
Sucker-rod pumps (SRP) are the most common form of artificial lift in depleted oil wells.
Given vast datasets collected from years of operation, many operators are enacting digital …
Given vast datasets collected from years of operation, many operators are enacting digital …