IEEE Transactions on Industrial Informatics · 2018 · 137 citations · 30 references
EngineeringManufacturing EngineeringSystems EngineeringAutomationManufacturing SystemsPharmaceutical ManufacturingDigital ManufacturingDrug Substance ManufacturingIndustrial AutomationManufacturing AutomationManufacturing Systems ArchitectureOntology EngineeringCyber-physical Production SystemsDeploymentManufacturingOntology-based SemanticsPackingReconfigurable Cyber-physical SystemsReconfigurable Manufacturing SystemsReconfiguration
Industry 4.0, which exploits cyber-physical systems and represents digital transformation of manufacturing, is deeply affecting healthcare as well as other traditional production sector. To accommodate the increasing demand of agility, flexibility, and low cost in healthcare sector, a data-driven reconfigurable production mode of Smart Factory for pharmaceutical manufacturing is proposed in this paper. The architecture of the Smart Factory is consisted of three primary layers, namely perception layer, deployment layer, and executing layer. A Manufacturing's Semantics Ontology based knowledgebase is introduced in the perception layer, which is responsible for plan scheduling of pharmaceutical production. The reconfigurable plans are generated from the production demand of drugs as well as the information statement of low-level machine resources. To further functionality reconfiguration and low-level controlling, the IEC 61499 standard is also introduced for functionality modeling and machine controlling. We verify the proposed method with an experiment of demand-based drug packing production, which reflects the feasibility and adequate flexibility of the proposed method.
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Michael Armbrust, Armando Fox, Rean Griffith et al. · Communications of the ACM · 2010 · 9K citations · Full text