Overview

Hybrid models combine AI, first principles, and domain expertise to deliver a comprehensive, accurate model more quickly without requiring significant expertise. Machine learning is used to create the model, leveraging simulation, plant or pilot plant data, while using domain knowledge including first principles and engineering constraints to build an enriched model without requiring the user to have deep process expertise or be an AI expert. This next generation of solutions democratises the application of AI within hybrid models to optimally design, operate, and maintain assets – deploying them online and at the edge.

We will discuss three types of Hybrid models:

1. AI-Driven Hybrid Model
2. Reduced-order hybrid model
3. First-principle driven hybrid model

Speaker

Fauzi Djauhari, Principal Solution Consultant, Aspen Technology

Fauzi is a Principal Solution Consultant based in the AspenTech Singapore office. He has more than 17 years of experience in the engineering of offshore production, LNG regasification, and refinery. He worked with multi-national companies such as McDermott, Worley, and Vopak in projects ranging from conceptual, feasibility studies, FEED, detailed design, commissioning, and operation improvement. Prior to joining AspenTech, he held various positions such as project manager, study manager, lead financial analyst, and lead process engineer. He graduated with a Bachelor of Engineering from Institut Teknologi Bandung, Indonesia, and an MBA from the National University of Singapore.

The material presented in this webinar has not been peer-reviewed. Any opinions are the presenter's own and do not necessarily represent those of IChemE or the Oil and Natural Gas Special Interest Group. The information is given in good faith but without any liability on the part of IChemE.

Time

18:00—19:15 MYT.

Software

The presentation will be delivered via GoToWebinar®. Check system requirements.

You are advised to join the webinar at least ten minutes before the scheduled start time, to allow for your computer to connect.

Webinar archive

This webinar is free of charge and open to all to attend, but if you wish to access the slides and a recording to replay on demand then you will need to be a member of the Oil and Natural Gas Special Interest Group.

Get involved

Would you like to give a talk at a SONG event in Kuala Lumpur, or online to a wider audience of chemical engineers in the Asia Pacific region? We would like to hear from you. Please contact the Malaysian Team with details about yourself and proposed a presentation.