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Forgis/
Mechanical-Components

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Mechanical Components Vibration Dataset

Comprehensive multi-source mechanical vibration dataset for training cross-component fault diagnosis and prognostics models. Designed for the Mechanical-JEPA project. Total: ~12,000+ samples | 9.5 GB | 16 sources | 5 component types

Quick Start

from datasets import load_dataset

bearings = load_dataset("Forgis/Mechanical-Components", "bearings", split="train") gearboxes = load_dataset("Forgis/Mechanical-Components", "gearboxes"… See the full description on the dataset page: https://huggingface.co/datasets/Forgis/Mechanical-Components.