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.
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
This panel session will explore how operating companies leverage industry good practices and advanced computing technology to swiftly process predictive analytics. It will also cover the use of high-performance HMI graphics and effective alarm management to enhance situational awareness.
Participants will:
· Learn how analytics (predictive, process conditions nearing an operating limit, reliability focused machine learning, corrosion prediction tied to IOWs, etc.) can assist with identifying pre-abnormal conditions and take appropriate actions to avoid an abnormal situation (prevention).
· Learn how high-performance HMI graphics can improve situational awareness to detect abnormal situations before alarms occur and perform required action(s) faster to avoid consequences.
· Understand the aspect of dealing with abnormal situations is alarm management. It is essential to maximize the time available for operators to respond while keeping the number of alarms triggered at a minimum. Preventing abnormal situations before the alarms activate keeps the console operators focused on the operation without having to manage an abnormal event.
See related presentations on the AFPM Safety Portal at https://safetyportal.afpm.org/
Moderator:
Tim Olsen, Emerson Automation Solutions
Speakers:
Carlos Acosta, Phillips 66
Vance Flosenzier, INVISTA
David Lee, User Centered Design Services, Inc.
Marsha Wisely, Athion