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Liuku: 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?
Liuku: 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.
Liuku: 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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