Evaluating the advantages of a novel decentralised scheduling approach in the Industry 4.0 and Cloud Manufacturing era
Sign Up to like & getrecommendations! Published in 2019 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2019.11.527
Abstract: Abstract In the last year, the growing globalisation process has led to a radical change in the production concepts for which it is desirable to create value pursuing the customer need, pointing to provide more… read more here.
Keywords: industry cloud; scheduling approach; cloud manufacturing; decentralised scheduling ... See more keywords
An end-to-end decentralised scheduling framework based on deep reinforcement learning for dynamic distributed heterogeneous flowshop scheduling
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Production Research"
DOI: 10.1080/00207543.2024.2449240
Abstract: Heterogeneity among factories in distributed manufacturing significantly expands the solution space, complicating optimisation. Traditional centralised scheduling methods lack the scalability to adapt to varying factory scales. This paper proposes an end-to-end decentralised scheduling framework based… read more here.
Keywords: scheduling framework; end; end end; decentralised scheduling ... See more keywords