Walking the talk on the digital twin for the Consumer Packaged Goods Industry
How to leverage physics-based simulation and AI/ML for real-time operations
Consumer Packaged Goods (CPG) industries have improved product quality while reducing production time and cost by automating production over the last several decades. However, many production plants still require some level of manual expert interaction, mainly because the production processes are not 100% under control.
The use of a physics-based “Digital Twin” is getting more and more traction to develop the equipment virtually. Digital twins allow engineers to find the optimal design 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 live webinar as we discuss a new set of solutions that lowers the barrier in executing the digital twins on the production floor. This will deliver substantial ROI for the CPG industry.
In this webinar, you will learn:
- What the key requirements for physics-based simulation to be valuable
- Where the disconnect is between simulations done within R&D and what Operations needs
- A methodology to overcome that gap between R&D and Operations
- Using state of the art Machine Learning techniques to develop real-time virtual sensors based on data and physics-based models