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Datasets:
SabarnaDeb
/
Capstone_PredictiveMaintenance

Tasks:
Tabular Classification
Modalities:
Tabular
Formats:
csv
Languages:
English
Size:
10K - 100K
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
Community
1

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Engine Predictive Maintenance Dataset

Overview

Sensor dataset for predicting whether an engine requires maintenance (binary classification).

Dataset Files

  • data/engine_data.csv

Columns

  • Engine_RPM
  • Lub_Oil_Pressure
  • Fuel_Pressure
  • Coolant_Pressure
  • Coolant_Pressure
  • Lub_Oil_Temperature
  • Coolant_Temperature
  • Engine_Condition (target: 0/1)

Usage

We can load the CSV directly from this repo, or download it from the Files section.

Source / Notes

Created for an academic capstone project on predictive maintenance.

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