Vibration-Based Pipeline Leak Detection Dataset Using Linear Discriminant Analysis (LDA)

Published: 16 February 2026| Version 1 | DOI: 10.17632/575fy2tm7k.1
Contributors:
Theophilus Oluwaseyi Ariyo,

Description

This repository contains the experimental vibration data, extracted feature dataset, trained model parameters, and analysis scripts used in the study: “Vibration-Based Leak Detection in fluid Pipelines Using Linear Discriminant Analysis.” The dataset supports the results presented in the manuscript and enables full reproducibility of the experimental and machine-learning procedures.

Files

Steps to reproduce

The steps to reproduce is given in the README file

Institutions

Categories

Machine Learning, Machine Learning Algorithm, Acoustic Structure, Petroleum Reservoir, Fluid Transport, Applied Fluid Mechanics, Applied Machine Learning

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