−66% fewer production defects in cold rolling
How aiXopt lowers the defect rate in a high-volume process.
+128% more productivity in laser metal deposition
How aiXopt increases productivity in a high-variance process while meeting quality specifications.
- Research cooperation
- Approach transfers to a wide range of production processes and pays off especially where parameters frequently have to be adapted to different customer requirements or materials.
Challenge
Laser metal deposition is a high-variance process with frequently changing workpieces and materials. Finding the right machine settings for every new combination used to cost a lot of experience and time.
Solution
aiXopt's Small-Data AI adjusts the process parameters automatically, directly on the machine and without additional hardware. It needs neither physical system models nor a large data basis.
More references
Faster setup of new yarn types in ring spinning
How aiXopt tunes a process using nothing but qualitative feedback from the operators.
10 safe experiments to the optimal parametrization
How aiXopt optimally tunes a process engineering system with multiple components, operating points and safety limits without putting the plant at risk.
100% robust controller settings in milling
How aiXopt tunes the control loops of an existing milling machine to varying machine behavior and gets the most out of the hardware already in place.
94% tolerance compliance in temperature control
How aiXopt tunes a multi-zone temperature control across the whole operating range instead of for a single operating point.
3 objectives instead of 5 abstract controller gains
How aiXopt makes a path controller tunable through understandable objectives instead of controller parameters only experts understand.
Your machines can do more.
Let's find out how much.
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