Datasets:

mukherjee78
/

predictive-maintenance-engine-data

license: mit
pretty_name: Predictive Maintenance Engine Data
task_categories:
  - tabular-classification
  - tabular-regression
tags:
  - predictive-maintenance
  - time-series
language:
  - en
dataset_type: tabular

Predictive Maintenance – Engine Sensor Dataset

This dataset contains multivariate time-series sensor data collected from engines. It is used for predictive maintenance modeling, where the objective is to predict engine failure events based on operational settings and sensor readings.

Files:

raw_data.csv: Raw engine sensor dataset

This dataset is versioned and stored on Hugging Face to ensure reproducibility and auditability for machine learning experiments.

Columns

Engine rpm
Lub oil pressure
Fuel pressure
Coolant pressure
lub oil temp
Coolant temp
Engine Condition