Datasets:
metadata
task_categories:
- tabular-classification
language:
- en
tags:
- predictive-maintenance
- engine-sensor-data
- binary-classification
Predictive Maintenance Engine Dataset
This dataset contains engine sensor readings for a binary predictive maintenance classification task.
Canonical columns
[ "Engine_RPM", "Lub_Oil_Pressure", "Fuel_Pressure", "Coolant_Pressure", "Lub_Oil_Temperature", "Coolant_Temperature", "Engine_Condition" ]
Target interpretation
Engine_Condition = 1 is treated as the maintenance/fault-risk class and Engine_Condition = 0 as normal operation for this project.
Notes
The source CSV used slightly different names such as Engine rpm, Lub oil pressure, lub oil temp, and Engine Condition. They were standardized in this notebook.