Advanced analytics use machine learning to simplify user experience, generate process data insights.
Machine learning and other advanced technologies are embedded in advanced analytics software to empower engineers and other experts.
GlobalData's report on predictive maintenance finds oil & gas companies are increasingly relying on it due to aging infrastructure and volatile crude pricing.
OPEX Group named Eugene Burke as principal advisor for behavioral psychology to support their X-PAS smart behaviors service to help oil and gas operators improve the safety and predictability of offshore operations by managing the risks posed by human behavior.
Advanced control: A new non-PID control algorithm, rate-predictive control (RPC), is adaptive to changes in process gain, which is helpful given the industry’s difficult history of loop tuning, auto-tuning, and model maintenance. RPC also can serve as a model-less feedback multivariable control algorithm.
Solutions range from predictive maintenance to artificial lift improvement.
Solution identifies production and equipment problems before they become apparent.
Improve confidence with a complete view of data.
Upstream oil & gas operations improved using data analytics.
The first step to bringing fieldbus networking and the Industrial Internet of Things (IIoT) into process manufacturing plants and refineries may be changing device-level networking practices.