Accelerated Ramp-Up of Assembly Systems through Self-learningReport as inadecuate




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1 UON - University of Nottingham, UK

Abstract : The ramp-up process of assembly systems has a huge impact on both the productivity of those systems and the quality of the output. In this work we present a new technique for accelerating the ramp-up process by automatically capturing knowledge about a machine and subsequently reusing it to inform an engineer performing ramp-up. This technique relies on a novel process called the Knowledge Object Algorithm. The technique is explained and demonstrated using synthetic data, designed to emulate a typical use case of such a system. The future direction for this work is also outlined and further experiments detailed.

Keywords : Self-Learning Ramp-up Assembly Systems





Author: Robert Oates - Daniele Scrimieri - Svetan Ratchev -

Source: https://hal.archives-ouvertes.fr/



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