Statistical Safety Factor in Lightning Performance Analysis of Overhead Distribution Lines

Statistical Safety Factor in Lightning Performance Analysis of Overhead Distribution Lines

This paper introduces a novel machine learning (ML) model for the lightning performance analysis of overhead distribution lines (OHLs), which facilitates a data-centrist and statistical view of the problem. The ML model is a bagging ensemble of support vector machines (SVMs), which introduces two si...

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Bibliographic Details
Main Authors: Petar Sarajcev, Dino Lovric, Tonko Garma
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Energies
Subjects:
lightning protection
insulation coordination
distribution line
safety factor
machine learning
support vector machine
Online Access:https://www.mdpi.com/1996-1073/15/21/8248

Internet

https://www.mdpi.com/1996-1073/15/21/8248

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