Artificial Intelligence(AI) / Machine Learning (ML)
Using Reduced Order Modeling (ROM)
The rise of new digital industrial technology, known as Industry 4.0, is a transformation that makes it possible to gather and analyze data across machines, enabling faster, more flexible, and more efficient processes to produce higher-quality goods at reduced costs. This manufacturing revolution will increase productivity, shift economics, foster industrial growth, and modify the workforce, ultimately changing company and region competitiveness.
Advanced digital technology is already used in manufacturing, but with Industry 4.0, it will transform into product design and production. Leading to greater efficiencies and change traditional production relationships among suppliers, producers, customers, and between humans and machines.
Modern simulations will be used extensively to leverage real-time data and mirror the physical world in a virtual model, this will include testing, machines, products, and humans.
Changing simulation roles in product design, from simulation for design to operator training and optimized operations is essential and requires the number of simulations to grow in the tens of thosands during product design and development. Cloud-based HPC, Artificial Intelligence (AI), Machine Learning (ML), optimization, robustness, and reliability are the technologies in high demand.
Enabling the simulation to enter into zero prototyping is the beginning of Industry 4.0. ETA’s strategy is to provide a total solution using AI/ML, allowing the available technology to move at a faster pace and to integrate all areas of product design development utililzing AI/ML technologies.
ETA’s partner, CADLM, provides a product platform that intergrates with ETA’s products. This includes The Accelerated Concept to Product (ACP OpDesign) optimization-led design tool. It was created to provide a faster, more efficient and accurate design solution.
AI/ML prediction and optimization technology also provides a faster solution in the manufacturing domain when incorporated with Dynaform, enabling all products to reach final production quicker and more accurately.