The goal of the recently completed EU-supported project GRACE was to improve product quality by changing existing manufacturing processes only - i.e. without utilizing higher quality and thus more expensive materials, or new processes.
The six GRACE (inteGration of pRocess and quAlity Control using multi-AgEnt technology) project partners examined the production process for a washing machine. Using their model, the Siemens researchers were able to determine how the manufacturing process for a shaft that drives the spinner centrifuge influences the quality of that component. They found out that optimizing one step in the multistage production process could substantially increase the shaft's reliability and service life. Even minor changes suggested by the model can lead to significant improvements.
For example, the researchers modeled just five of the more than 100 individual parts of another washing machine component, and two out of more than 200 product functions - and just the associated optimizations proposed by the model reduced the share of component rejects from seven percent to less than two percent.
A practical industrial test revealed further optimization potential for an existing production line. Here, the model concluded that two quality control stations were no longer needed. Instead, two new control stations were installed to monitor quality on another part of the line. As a result of this measure, the time needed for functional tests of the washing machines was reduced by 30 percent.
Dr. Norbert Aschenbrenner | Siemens InnovationNews
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