Publication | Closed Access
Big data analytics for proactive industrial decision support
16
Citations
18
References
2016
Year
EngineeringBusiness IntelligenceBig Data AnalyticsDecision AnalyticsBig Data InfrastructureBig Data ModelData ScienceData MiningManagementSystems EngineeringData IntegrationBig Data ArchitectureBig DataData ManagementKnowledge DiscoveryComputer ScienceInformation ManagementPlant OperatorsBig Data AcquisitionBig Data TechnologiesIndustrial InformaticsMassive Data ProcessingData Modeling
Big data technologies offer new opportunities for analyzing historical data generated by process plants. The development of new types of operator support systems (OSS) which help the plant operators during operations and in dealing with critical situations is one of these possibilities. The project FEE has the objective to develop such support functions based on big data analytics of historical plant data. In this contribution, we share our first insights and lessons learned in the development of big data applications and outline the approaches and tools that we developed in the course of the project.
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