Abstract
Knowledge-based Automation has been a major trend in factory engineering and control research over the last years. In this paper, the main challenges addressed by knowledge-based production systems are identified and the state of the art in supporting factory engineering and control with knowledge-based technologies is investigated. The paper concludes with a discussion of white spots in the research landscape. While there is comprehensive research on applying knowledge-based technology to individual problems such as disruption detection or reactive production planning, the interaction and dependencies between those solutions is less well investigated – although a combined solution is inevitable for addressing real world challenges.
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Legat, C., Lamparter, S., Vogel-Heuser, B. (2013). Knowledge-Based Technologies for Future Factory Engineering and Control. In: Borangiu, T., Thomas, A., Trentesaux, D. (eds) Service Orientation in Holonic and Multi Agent Manufacturing and Robotics. Studies in Computational Intelligence, vol 472. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-35852-4_23
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