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My PhD project is executed within the Region of Smart Factories consortium, see: The RoSF consortium connects industry and knowledge institutes from the Northern provinces of the Netherlands.

The overall aim of the PhD project is to develop an efficient methodology to analyze inevitable scatter that builds up during successive processing steps in a multistage production process. Metal forming processes, such as cutting, deep drawing, bending, heat treatment and finishing, can be applied successively to make a certain product. However, process variation caused by for example product-to-product material scatter, temperature changes or variation in the amount of applied lubricant, can cause the product to be beyond the specified tolerances. One can reduce this amount of scrap by optimizing the robustness of a process using numerical models.


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