Regarding labeling in our solution, how can we get accurate labels to effectively train supervised models? EGML assumes event labels are often missing or incorrect. It recognizes that labels are easier to create using a platform that gives experts all
Man vs. Machine, is this true? Do you find your engineers & operators give the most attention to the same fraction of wells each week, though they manage tens or hundreds more? Are you taking steps to integrate Advanced Analytics
Artificial Intelligence vs. Machine Learning, what's the difference? Both terms appear often in news and literature. While there are subtle differences, they are often used interchangeably. However, Artificial Intelligence (AI) refers to the artificial creation of human-like intelligence that can learn,
Benefits of machine learning in gas lift optimization is our topic for today. In Monday's blog, we discussed the tedious past and current methods for optimizing gas lift production and what options are available with our Production Intelligence solutions to
Gas Lift Optimization, what is it and how can you improve it? In this blog, we will discuss three current methods of gas lift optimization, and then discuss how you can move beyond these tedious current methods into Machine Learning.
Once validated models are created and they match what operators want, the final step is to deploy the models on live data. This is when we actually deliver value in real-time to help operators address problems and make changes quickly.