Using AI / ML and Data Analytics to Optimize the STO (Shutdown, Turnaround , Outage) Work Process and Performance

Brett cropped.headshot
Brett Schroeder

CEO at AP-Networks

Session Description
Brett Schroeder is the CEO of AP-Networks, where he oversees strategic direction and growth. With over 25 years of experience in energy and petrochemical sectors, he’s been pivotal in developing the company’s values and client-focused approach. Schroeder is set to discuss optimizing STO work processes using AI/ML and Data Analytics.

Brett Schroeder will discuss the significant impact of STO events on assets, including costs, lost profit opportunities, and safety concerns. He emphasizes the adoption of standard STO work processes by industry leaders to ensure high STO readiness. Schroeder points out that achieving desirable STO outcomes relies on both the quality of the work process and its implementation. He will showcase how AI/ML techniques help organizations understand complex data, enabling better decisions and optimizing work processes for improved STO performance. Real-life examples of using AI/ML to enhance STO processes for oil and gas companies will be presented.
Key Topics
  • STO events have large business impact on an asset due to the cost of the event, the lost profit opportunity while the asset is offline, and the potential for safety and environmental impacts during the event.
  • Many of industry’s leaders have adopted a standard STO work process that contains key elements to deliver high degrees of STO readiness.
  • Experience shows that the critical success factors for achieving desirable STO outcomes involves both the quality of the work process and the quality of its implementation
  • AI/ML techniques help us better understand large and highly complex data to help organizations make better decisions and optimize their work process to derive greater value and achieve better STO performance (quality of the work process)
  • This presentation will provide real life examples of how we have used AI/ML to improve STO process and outcomes for oil and gas companies.

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