Towards model-based performability evaluation of production systems

A Bucaioni, F Flammini… - 2020 25th IEEE …, 2020 - ieeexplore.ieee.org
2020 25th IEEE International Conference on Emerging Technologies …, 2020ieeexplore.ieee.org
Future smart factories will be increasingly required to predict expected performance and
dependability metrics related to their production processes. Domain-specific metrics include
overall equipment effectiveness that measures production system availability/uptime,
performance/speed and output quality. In this work-in-progress paper, we take initial steps
towards a model-based approach to evaluate production-specific metrics using domain-
specific languages, model transformations and stochastic modelling formalism.
Future smart factories will be increasingly required to predict expected performance and dependability metrics related to their production processes. Domain-specific metrics include overall equipment effectiveness that measures production system availability/uptime, performance/speed and output quality. In this work-in-progress paper, we take initial steps towards a model-based approach to evaluate production-specific metrics using domain-specific languages, model transformations and stochastic modelling formalism.
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