Different kinds of evaluation of the FYPA²C apporach and its protyped Knowledge Carrying Software have been exe-cuted by FYPA²C on the PPU case study. Results of these evaluation have been shown on different workshops in live demonstrations. Parts of these results have been shown at the 3^rd workshop of the priority programme in Munich and at the 5^th workshop in Braunschweig in live demonstrations of the FYPA²C KCS. As an exmaple, at the 5^th workshop, the Knowledge Carrying Software of the FYPA²C project has automatically figured out that the introduction of Sc5 only results in the desired increase of throughput if specific product mixes are produced; otherwise, the throughput is even decreased. The approach has also been applied on additional laboratory plants and on an industrial machine to evaluate the proposed methods in an industrial environments.