Publication | Closed Access
Energy efficiency improvement through context sensitive self-learning of machine availability
20
Citations
6
References
2011
Year
Unknown Venue
EngineeringMachine LearningEnergy EfficiencyIndustrial EngineeringAutomated ManufacturingSelf-managing SystemIntelligent Energy SystemSystems EngineeringInternet Of ThingsSelf-adaptive SystemProduction ContextPower-aware SoftwareIndustrial InformaticsPower-aware ComputingAutonomic ComputingComputer EngineeringMobile ComputingComputer ScienceProduction ControlMachine ToolsIndustrial DesignEnergy ManagementAutomationSelf-optimizationProcess ControlBusinessTechnologyGeneric SolutionEnergy Efficiency Improvement
In this paper, we present a generic solution for context based self-adaptation of production systems. We describe the overall architecture of the proposed system, as well as its components. Furthermore, we illustrate how this architecture is being used to extract the production context of machine tools and improve their energy efficiency.
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