GaussML optimizes sinter press and achieves 40x return
GaussML's Optimyzer successfully optimized process parameters for manufacturing a complex automotive part on a sinter press, achieving a 40x return by saving 40 hours of machine time in less than 10 experiments.
Sintering is a crucial process in powder metallurgy that enables large-scale production of durable and complex components with high precision, particularly in the automotive sector. Metal powder is compacted in a mold to create a 'green part' that is later sintered in a furnace to achieve the desired mechanical properties.
Our latest proof of concept with an automotive supplier focused on optimizing the production of a sintered part with a cycle time of approximately 7.5 seconds.
Optimization Process
We conducted our optimization on a DORST EP70M sinter press, known for its precision and efficiency in powder metallurgy.
Key Parameters Optimized
- •Powder feeder speed
- •Mold closing speed
- •Pressing speed
Optimyzer received feedback from the machine operator on cycle time, part weight, density, and dimensional accuracy.
Outstanding Results
With fewer than 10 experiments, Optimyzer identified settings that achieved excellent part quality and a significant reduction in cycle time.
Key Achievements
- • Dramatically shortened cycle time through optimization of just three parameters
- • Saved 40 hours of machine operation
- • Achieved 40x return on investment
This optimization demonstrated not only significant time savings but also showed the potential for even greater efficiency gains through further parameter adjustments.
Our expertise in fine-tuning manufacturing processes positions GaussML as a leader in manufacturing optimization.
Optimize your manufacturing processes
Contact us to discuss how GaussML's Optimyzer can optimize your manufacturing processes and improve efficiency.