CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems
Andreas Fischbach,
Jan Strohschein,
Andreas Bunte
et al.
Abstract:This paper introduces CAAI, a novel cognitive architecture for artificial intelligence in cyberphysical production systems. The goal of the architecture is to reduce the implementation effort for the usage of artificial intelligence algorithms. The core of the CAAI is a cognitive module that processes declarative goals of the user, selects suitable models and algorithms, and creates a configuration for the execution of a processing pipeline on a big data platform. Constant observation and evaluation against pe… Show more
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