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Platform for real-time data analysis and visualization based on Big Data methods

机译:基于大数据方法的实时数据分析和可视化平台

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Data is one of the most important and essential sciences for visualizing graphs. Analysis and visualization techniques are widely used to create metrics and predictions about the context. The present work is part of an engineering design of surfaces project, which proposes a model of analysis and visualization of data using temperature and pressure sensors at plastic injection machines. The objective is to monitor the data collected from the manufacture process of plastic molds. The result was achieved by developing a model for analyzing and visualizing data in real time, with sensors that collect temperature and pressure data, and the possibility of viewing the application’s data history. It is also possible to monitor the alerts that the model can trigger based on the collected data. Through the developed dashboards, it is possible for production managers to have at their disposal a decision support system that aggregates information of productivity and the need for preventive maintenance of equipment’s.
机译:数据是可视化图形最重要和最重要的科学之一。分析和可视化技术广泛用于创建关于上下文的指标和预测。目前的工作是表面项目的工程设计的一部分,提出了使用塑料注射机器的温度和压力传感器的数据分析和可视化模型。目标是监测从塑料模具的制造过程中收集的数据。结果是通过开发用于实时分析和可视化数据的模型来实现的,具有收集温度和压力数据的传感器,以及查看应用程序的数据历史的可能性。还可以根据收集的数据监控模型可以触发模型的警报。通过开发的仪表板,生产管理人员可以使用该决策支持系统,这些支持系统聚集生产力的信息和预防设备的预防性维护。

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