AI 102 — Reinforcement Learning & Generative AI
Artificial Intelligence
Facilitator:
Adi Punuru, ExxonMobil Corporation
Speakers:
Brent Railey, Chevron Phillips Chemical Company LP
The two most controversial and potentially useful aspects of applied AI reside in Generative AI and Reinforcement Learning. Generative AI has applications in technical training, procedures and guided application development. Reinforcement Learning has applications in nonlinear closed loop optimization. Both areas will be of interest to refinery engineers and managers. This session is an extension of AI 101 which presented a broader view of the areas of application for AI.
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Digital Transformation: Conditioning Your Workforce for Artificial Intelligence
Artificial Intelligence
Artificial Intelligence (AI) is a transformative technology that is presently influencing, or will eventually influence, nearly every facet of our personal and professional lives. Although much of the information highlights the benefits of AI, it also raises concerns about potential negative impacts and unintended consequences. It's crucial to prepare the workforce for AI to reduce disruptions. Leaders will share their experiences with AI deployments, the methods used to ensure success, and lessons learned for future AI initiatives.
Take Aways:
- Awareness of potential impacts of AI on personnel and culture
- Methods and techniques employed to achieve and sustain positive acceptance of AI
- Insights into how AI is impacting jobs and job roles and defining new valued skill sets
Moderator:
Brent Railey, Chevron Phillips Chemical Company LP
Speakers:
Holly Fitch, Marathon Petroleum Corporation
Tyler Harnos, Big West Oil, LLC
Siva Lakshmanan, DeepHow
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Main Column Bottoms Operation and Optimization
101 Series, FCC
This session will review a collaboration between UOP and Marathon to optimize operation of the FCC bottoms section. After detecting fouling in the main column slurry pumparound packing, an innovative internals modification was implemented to minimize this in the future. This presentation will review the observed benefits of the new internals and provide an overview of key variables to monitor in the bottoms circuit.
Moderator:
Michael Allegro, BASF Corporation
Speakers:
Ryan Brown, Marathon Petroleum Corporation
Nick Turner, Honeywell UOP
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