Energy forecasting solution toward an effective digitalization for oil & gas facilities - hawiyah gas plant case study.

SPEAKERS

Khalid S. Babtain Operation Unit Head, Aramco

ABOUT THE SESSION

Khalid S. Babtain, Operation Unit Head at Aramco, is a recognized expert in energy management systems with a strong foundation in gas operations, including dehydration, compression, and hydrocarbon stabilization. With over six years of experience and multiple international certifications—including Certified Energy Manager (CEM) and ISO 50001 Lead Assessor—Khalid brings both technical depth and strategic insight to the industry. He was honored with the AEE’s Young Energy Professional of the Year Award for the Middle East Region. He presents a compelling case study from the Hawiyah Gas Plant, focusing on how energy forecasting solutions can accelerate digitalization across oil and gas facilities.

He is all set to share his views on the shift from traditional forecasting methods—such as historical facility data and offline Excel-based linear regression models—toward more advanced, digital approaches. He will highlight how the Energy Demand Forecasting Solution leverages machine learning and comprehensive data analysis to address the complexities of dynamic oil and gas processing environments. This initiative exemplifies how digital innovation can transform conceptual engineering techniques into practical, impactful solutions. Through a detailed case study of the Hawiyah Gas Plant, he will showcase how this solution significantly reduced energy consumption, resulting in notable cost avoidance and improved environmental performance.

Key Topics-

• Until recently, a historical data of facilities and MS Excel-based offline linear regression models were utilized to forecast and monitor the energy demand.
• Energy Demand Forecasting Solution leverages machine learning and comprehensive data analysis to overcome the challenges posed by the dynamic nature of oil & gas processing facilities.
• This project is another example toward utilizing the digital and innovative technologies for converting conceptualized engineering techniques and methodologies into effective solutions.
• Case study: This solution leads to significant reductions in the facility's energy consumption, resulting in cost avoidance and improved environmental performance.

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