Datasetpublic

Gokulrajselvam/predictive-maintenance-data

Predictive Maintenance Engine Sensor Dataset Engine sensor readings from commercial diesel vehicles for predictive maintenance classification. Features Feature Description Unit Engine RPM Engine revolutions per minute RPM Lub Oil Pressure Lubrication oil pressure bar Fuel Pressure Fuel delivery pressure bar Coolant Pressure Cooling system pressure bar Lub Oil Temp Lubrication oil temperature °C Coolant Temp Engine coolant temperature °C… See the full description on the dataset page: https://huggingface.co/datasets/Gokulrajselvam/predictive-maintenance-data.

sourceHugging Facemitupdated 5mo agoView on Hugging Face

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Dataset Card

Predictive Maintenance Engine Sensor Dataset

Engine sensor readings from commercial diesel vehicles for predictive maintenance classification.

Features

Feature	Description	Unit
Engine RPM	Engine revolutions per minute	RPM
Lub Oil Pressure	Lubrication oil pressure	bar
Fuel Pressure	Fuel delivery pressure	bar
Coolant Pressure	Cooling system pressure	bar
Lub Oil Temp	Lubrication oil temperature	°C
Coolant Temp	Engine coolant temperature	°C
Engine Condition	Target: 0=Normal, 1=Needs Maintenance	binary

Dataset Splits

Split	Samples	Purpose
train	75%	Model training
validation	10%	Hyperparameter tuning
test	15%	Final evaluation

All splits are stratified by Engine Condition to maintain class balance.

Usage

python

from datasets import load_dataset
dataset = load_dataset("jskswamy/predictive-maintenance-data")
train_df = dataset["train"].to_pandas()

License

MIT License