Journal ArticleDOI
A dynamic model and an algorithm for short-term supply chain scheduling in the smart factory industry 4.0
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In this paper, a dynamic model and algorithm for short-term supply chain scheduling in smart factories Industry 4.0 is presented, which is based on a non-stationary interpretation of the execution of the jobs and a temporal decomposition of the scheduling problem.Abstract:
Smart factories Industry 4.0 on the basis of collaborative cyber-physical systems represents a future form of industrial networks. Supply chains in such networks have dynamic structures which evolve over time. In these settings, short-term supply chain scheduling in smart factories Industry 4.0 is challenged by temporal machine structures, different processing speed at parallel machines and dynamic job arrivals. In this study, for the first time, a dynamic model and algorithm for short-term supply chain scheduling in smart factories Industry 4.0 is presented. The peculiarity of the considered problem is the simultaneous consideration of both machine structure selection and job assignments. The scheduling approach is based on a dynamic non-stationary interpretation of the execution of the jobs and a temporal decomposition of the scheduling problem. The algorithmic realisation is based on a modified form of the continuous maximum principle blended with mathematical optimisation. A detailed theoretical analy...read more
Citations
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Industry 4.0: A Survey on Technologies, Applications and Open Research Issues
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Industry 4.0: state of the art and future trends
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Blockchain technology and its relationships to sustainable supply chain management
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Industry 4.0 technologies: Implementation patterns in manufacturing companies
TL;DR: The findings show that Industry 4.0 is related to a systemic adoption of the front-end technologies, in which Smart Manufacturing plays a central role, and the implementation of the base technologies is challenging companies, since big data and analytics are still low implemented in the sample studied.
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Literature review of Industry 4.0 and related technologies
Ercan Oztemel,Samet Gürsev +1 more
TL;DR: This exhaustive literature review provides a concrete definition of Industry 4.0 and defines its six design principles such as interoperability, virtualization, local, real-time talent, service orientation and modularity.
References
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Book
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Journal ArticleDOI
The Mathematical Theory of Optimal Processes
Richard Bellman,L. S. Pontryagin,V. G. Boltyanskii,Revaz Valerianovich Gamkrelidze,E. F. Mishchenko,K. N. Trirogoff,Lucien W. Neustadt +6 more
Journal ArticleDOI
Optimal two- and three-stage production schedules with setup times included
TL;DR: A simple decision rule is obtained in this paper for the optimal scheduling of the production so that the total elapsed time is a minimum.