(165a) Sponsored Technology Workshop - How to Leverage Physics-Based Simulation and AI/ML for Real Time Operations - Siemens Digital Industries Software

The use of a physics-based “Digital Twin” is getting more and more traction to develop process equipment virtually. Digital twins allow engineers to find the optimal design and operating parameters before the unit goes into production. However, these digital twins can’t be deployed at the operational level because they can be complex or too slow to react at the speed of operation.

Join us for this workshop as we discuss a new set of solutions that lowers the barrier in executing these digital twins on the production floor. This will deliver substantial ROI for the chemical process industry.

In this workshop, you’ll learn:

• The key requirements for physics-based simulation to be valuable

• Where the disconnect is between simulations done within R&D and what Operations need

• A methodology to overcome the gap between R&D and Operations

• Siemens physics-based digital twin capabilities dedicated to the chemical process industry

• How to leverage state-of-the-art Machine Learning techniques to develop real-time virtual sensors based on measured data and physics-based models