2020 - OSIsoft PI World San Francisco - Oil and Gas
How We Built An Automated Recommender With Real-Time Data Analytics Using PI AF & PI Vision [CRC]
California Resource Corporation has a vast asset infrastructure spread across the state of California, most with PI data enabled.
Using the real time PI data archive, AF Analytics and PI Vision, we partnered with OSI Soft to build an automated recommendation system that identifies and ranks water injection wells experiencing performance declines. The system utilizes AFs ability to connect to external tables such as SQL server to perform data validations and apply additional filtering criteria as well as the AF analytics services to perform the final recommendations. The system also allows us to schedule the new recommendations and the method of notification.
This project has allowed us to bring value by removing most of the manual tasks, increased transparency and consistency, improved return rates and increased overall volumes.
California Resources Corporation
David Nguyen is a Data Scientist at California Resources Corporation (CRC). Leveraging engineering and operations domain-specific knowledge and experience from prior positions at CRC, David utilizes various analytical platforms to find and exploit opportunities that improve performance and business effectiveness. David holds a BSc in Mechanical Engineering from the University of Southern California and a MBA from the University of California - Los Angeles.