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  • Šmykľavka: 1
  • Predictive maintenance means using machine learning algorithms to predict when equipment failures might occur, allowing for timely maintenance and reducing downtime.
  • Hi! Shriya.
  • Hi!Jacob.
  • Do you know what Predictive Maintenance means?
  • Šmykľavka: 2
  • In our large manufacturing plant, unexpected machinery breakdowns are causing significant production delays and increasing maintenance costs.
  • The challenge is to implement a predictive maintenance system that can accurately forecast equipment failures, enabling preemptive maintenance actions.
  • Šmykľavka: 3
  • Do you know what data types are needed?
  • Yes! 1)Historical Maintenance Records.2)Equipment Sensor Data.3)Operational Data.4)Operator Logs.
  • Can you explain me about data types?
  • Sure.1)Structured Data:This includes clearly defined data types that are easily searchable, such as numerical sensor readings, timestamps,2)Unstructured Data: This encompasses data that does not have a pre-defined format organization.3)Time-series Data: This is a sequence of data points indexed in time order, which is critical for analyzing trends and patterns over time in sensor data.
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