Discussion of the basics of good data collection, appropriate methods for filtering data, database requirements and the supporting infrastructure for possible Machine Learning applications.
Speakers:
Chris Harrison, Marathon Petroleum Corporation
This session will discuss the project development and workflow, implementation, and application maintenance of an Imubit DLPC that was used to reduce giveaway on drum cycles on a delayed coker unit. The DLPC was successful in reducing the number of cycles in which the target level was not achieved in the fixed cycle time period. This resulted in an overall reduction in the number of barrels given away in each cycle. The application has achieved great acceptance by Operations.
Participants will:
Gain an understanding of the Imubit DLPC application to reduce giveway on Coker Drum cycles
Gain an understanding of the workflow for an Imubit DLPC project
Gain an understanding of unique challenges and lessons learned from the project
Facilitators:
Cliff Avery, Ketjen Corpotation
CJ Farley, TPM Solutions
1. Commercial Results of 100% Vegetable Oil Processing in an FCCU
Speaker: Andrea de Rezende Pinho, Petróleo Brasileiro S/A - PETROBRAS
In 2023, Petrobras and the Riograndense Refinery (RPR) successfully processed 100% vegetable oil in a Fluid Catalytic Cracking (FCC) Unit. Petrobras' technology is based on three pillars: i) triglycerides, such as soybean oil used in the commercial test, ii) ReNewFCC line catalyst and iii) unique operating conditions compared to conventional FCCUs. Biogenic products such as renewable aromatic hydrocarbons (BTX - benzene, toluene and xylene), renewable LPG, and renewable propylene were produced during the commercial trial. Commercial yields, quality of the products, operational challenges and technical adaptations for the trial will be presented.
2. U.S. HEFA Co-processing – Past, Present, and Future Projects
Speaker: Eamon Cullinane, Turner, Mason & Company
HEFA co-processing at U.S. oil refineries has historically not seen the same success as standalone RD/SAF refinery conversions. So why has co-processing in the U.S. been limited in the past and why might we see more of it in the future? We will explore historical production levels of co-processing, economics vs standalone RD/SAF facilities, the regulatory landscape and credit incentives (RINs, BTC, CFPC/45Z, CA LCFS, etc.) driving these economics, and future prospects of co-processing in the U.S.
Artificial Intelligence, Advanced Process Controls
Facilitator:
Atique Malik, AIControl LLC
Speaker:
Yangdong Pan, Delek US
Toni Adetayo, Imubit, Inc.
Multi-unit optimization has long been a complex issue in the oil and gas industry. Despite efforts using first-principle models or empirical approaches, challenges persist. However, the emergence of machine learning and AI technologies offers an alternative solution. In particular, AI-based process control technology has shown promise for multi-unit optimization. This session will delve into an example using a distillate system optimizer to understand how these AI models address large-scale optimization challenges and how parent and child models collaborate.
Participants will learn:
The strength of the technology and its high flexibility of handling core issues
How the technology deals with the availability of individual units, and cooperates with unit controllers from other advanced control technologies
How to sustain the technology’s performance and benefits
Panelists:
William Bandy, Marathon Petroleum Corporation
Delbert Grotewold, Veolia Water Technologies & Solutions
Nathan Jannasch, Chevron U.S.A, Inc.
Matthew Kawabe, Topsoe, Inc.
Kamyar Keyvanloo, Phillips 66
Many new facilities were commissioned recently to produce renewable diesel and SAF from renewable feedstocks to reduce the carbon intensity of transportation fuels while taking advantage of state and federal credits. Operating experience in this technology has been gathered by operators and their suppliers. This session will capture some of that expertise and share it with the audience in a traditional Q&A format. An experienced panel of Renewables experts from Operating and Technology companies will answer member supplied questions on operations, technology, reliability and lessons learned. Those in attendance are sure to gain valuable knowledge on this important topic.
Facilitator:
Dan Harbs, Veolia Water Technologies & Solutions
Speakers:
Benoit Guerin, Veolia North America
Jamal Y. Shamas, Marathon Petroleum Corporation
Our expert panelists Jamal Shamas of Marathon Petroleum and Benoit Guerin of Veolia North America are going to give technical presentations on issues experienced with the management of the wastewater generated by renewable fuels pretreatment units. This will include recent experiences, and successful solutions implemented to address these challenges. We want to encourage attendees to please come with questions as we will have an audience Question and Answer session at the end.
Panelists:
William Bandy, Marathon Petroleum Corporation
Delbert Grotewold, Veolia Water Technologies & Solutions
Nathan Jannasch, Chevron U.S.A, Inc.
Matthew Kawabe, Topsoe, Inc.
Kamyar Keyvanloo, Phillips 66
Many new facilities were commissioned recently to produce renewable diesel and SAF from renewable feedstocks to reduce the carbon intensity of transportation fuels while taking advantage of state and federal credits. Operating experience in this technology has been gathered by operators and their suppliers. This session will capture some of that expertise and share it with the audience in a traditional Q&A format. An experienced panel of Renewables experts from Operating and Technology companies will answer member supplied questions on operations, technology, reliability and lessons learned. Those in attendance are sure to gain valuable knowledge on this important topic.