Datasets:
Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
|
@@ -1,11 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
# Predictive Maintenance – Engine Sensor Dataset
|
| 2 |
|
| 3 |
This dataset contains multivariate time-series sensor data collected from engines.
|
| 4 |
It is used for predictive maintenance modeling, where the objective is to predict
|
| 5 |
engine failure events based on operational settings and sensor readings.
|
| 6 |
|
| 7 |
-
Files:
|
| 8 |
- engine_data.csv: Raw engine sensor dataset
|
| 9 |
|
| 10 |
This dataset is versioned and stored on Hugging Face to ensure reproducibility
|
| 11 |
-
and auditability for machine learning experiments.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
pretty_name: Predictive Maintenance Engine Data
|
| 4 |
+
task_categories:
|
| 5 |
+
- tabular-classification
|
| 6 |
+
- tabular-regression
|
| 7 |
+
tags:
|
| 8 |
+
- predictive-maintenance
|
| 9 |
+
- time-series
|
| 10 |
+
language:
|
| 11 |
+
- en
|
| 12 |
+
dataset_type: tabular
|
| 13 |
+
---
|
| 14 |
+
|
| 15 |
# Predictive Maintenance – Engine Sensor Dataset
|
| 16 |
|
| 17 |
This dataset contains multivariate time-series sensor data collected from engines.
|
| 18 |
It is used for predictive maintenance modeling, where the objective is to predict
|
| 19 |
engine failure events based on operational settings and sensor readings.
|
| 20 |
|
| 21 |
+
## Files:
|
| 22 |
- engine_data.csv: Raw engine sensor dataset
|
| 23 |
|
| 24 |
This dataset is versioned and stored on Hugging Face to ensure reproducibility
|
| 25 |
+
and auditability for machine learning experiments.
|
| 26 |
+
|
| 27 |
+
|
| 28 |
+
## Columns
|
| 29 |
+
- `Engine rpm`
|
| 30 |
+
- `Lub oil pressure`
|
| 31 |
+
- `Fuel pressure`
|
| 32 |
+
- `Coolant pressure`
|
| 33 |
+
- `lub oil temp`
|
| 34 |
+
- `Coolant temp`
|
| 35 |
+
- `Engine Condition`
|