Fachbereich Maschinenbau und Mechatronik
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Fuzzy Regelung
(2005)
Überblick Fuzzy-Regler, Fuzzy Sets (Scharfe Mengen, Fuzzy Sets, Formen (stückweise linear, gaußförmig, glockenförmig), Eigenschaften (Gleichheit, Teilmenge)), Fuzzy Operatoren (NICHT, UND, ODER) Fuzzyfizierung Inferenzen (Verarbeitungsvorschrift, Ermittlung der aktiven Regeln, Ermittlung der Fuzzy Mengen, Überlagerung) Defuzzyfizierung (Mean-of-Maximum, Center-of-Gravity, Largest-of-Maximum, Smallest-of-Maximum, Center-of-Singletons) Entwurf, Beispiel, Fuzzy Tools, Internet, Literatur
Industry 4.0 imposes many challenges for manufacturing companies and their employees. Innovative and effective training strategies are required to cope with fast-changing production environments and new manufacturing technologies. Virtual Reality (VR) offers new ways of on-the-job, on-demand, and off-premise training. A novel concept and evaluation system combining Gamification and VR practice for flexible assembly tasks is proposed in this paper and compared to existing works. It is based on directed acyclic graphs and a leveling system. The concept enables a learning speed which is adjustable to the users’ pace and dynamics, while the evaluation system facilitates adaptive work sequences and allows employee-specific task fulfillment. The concept was implemented and analyzed in the Industry 4.0 model factory at FH Aachen for mechanical assembly jobs.