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Anomaly Detection and Predictive Maintenance

Contains all code and data used to build the shiny app for the simulating IoT device data, detecting anomalies, and sending alerts for predictive maintenance use cases.

The ui.R script refers to a number of files in order to control the layout including:

  • [foo].md files are markdown text generally located at the top of the page above the tabs.
  • [foo].html files are HTML code to display various images.
  • [foo]_select.R scripts are shiny ui functions to create and arrange user inputs in each part of the app.

IoT-PdM

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R Shiny web app for simulating IoT data and predictive maintenance

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