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AshishTatapuzha/engine-predictive-maintenance-dataset

Engine Predictive Maintenance Dataset Description This dataset contains engine sensor readings used for predictive maintenance. Files data/engine_data.csv Features Engine rpm Lub oil pressure Fuel pressure Coolant pressure lub oil temp Coolant temp Target Variable Engine Condition 0 = Normal 1 = Faulty Dataset Shape Rows: 19535 Columns: 7 Use Case Binary classification for… See the full description on the dataset page: https://huggingface.co/datasets/AshishTatapuzha/engine-predictive-maintenance-dataset.

sourceHugging Faceupdated 5mo agoView on Hugging Face
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Engine Predictive Maintenance Dataset

Description

This dataset contains engine sensor readings used for predictive maintenance.

Files

  • —data/engine_data.csv

Features

  • —Engine rpm
  • —Lub oil pressure
  • —Fuel pressure
  • —Coolant pressure
  • —lub oil temp
  • —Coolant temp

Target Variable

  • —Engine Condition
  • —0 = Normal
  • —1 = Faulty

Dataset Shape

  • —Rows: 19535
  • —Columns: 7

Use Case

Binary classification for predicting whether an engine is in normal condition or faulty.