On the Correlation Between Lightning Occurences, Site Topography and Meteorological Data on a 500 kV Transmission Line in Peninsular Malaysia

In recent years, meteorological hazards including lightning strikes have been increasing rapidly due to climate change. This study presents a novel approach to analyze the relationship between lightning activity, meteorological variables, and topography along the 500 kV transmission line A-B in Peni...

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Main Authors: Roslan N., Amirulddin U.A.U., Ab-Kadir M.Z.A., Abdullah N.
Other Authors: 57205233093
Format: Conference paper
Published: VDE Verlag GmbH 2025
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spelling my.uniten.dspace-367922025-03-03T15:44:42Z On the Correlation Between Lightning Occurences, Site Topography and Meteorological Data on a 500 kV Transmission Line in Peninsular Malaysia Roslan N. Amirulddin U.A.U. Ab-Kadir M.Z.A. Abdullah N. 57205233093 26422804600 25947297000 26422769600 Lightning protection Network security Power distribution lines Power transmission lines Risk management 500 kV transmission lines Ground flash densities Lightning activity Lightning grounds Malaysia Meteorological variables Negative lightning Occurences Principal-component analysis Transmission-line Rain In recent years, meteorological hazards including lightning strikes have been increasing rapidly due to climate change. This study presents a novel approach to analyze the relationship between lightning activity, meteorological variables, and topography along the 500 kV transmission line A-B in Peninsular Malaysia over a three year period (2015-2017). Leveraging Geographic Information System (GIS) software, data on lightning, weather, topography, and transmission line from various sources are analyzed. Principal Component Analysis (PCA) was employed to explore the correlation between lightning activity, elevation, and meteorological variables such as rainfall, temperature, wind speed and pressure. By simplifying the data analysis, PCA aims to identify factors influencing lightning activity on the selected transmission line. Results show a strong correlation between negative lightning Ground Flash Density (GFD) and elevation, as well as rainfall along the selected 500 kV transmission line in Peninsular Malaysia. However, negative lightning GFD showed negative correlations with mean wind speed, mean temperature, and pressure consistently for the years 2016 and 2017. Understanding the factors that driving lightning occurrences could enhanced for a better understanding of lightning distribution in Malaysia. Additionally, this new approach could potentially enhance the reliability of power grids through effective protection systems for different transmission lines. ? 2024 IEEE, ? VDE VERLAG GMBH � Berlin � Offenbach. Final 2025-03-03T07:44:42Z 2025-03-03T07:44:42Z 2024 Conference paper 2-s2.0-85215669385 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85215669385&partnerID=40&md5=c817a1eb61344f49be4b86372884025f https://irepository.uniten.edu.my/handle/123456789/36792 727 732 VDE Verlag GmbH Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
topic Lightning protection
Network security
Power distribution lines
Power transmission lines
Risk management
500 kV transmission lines
Ground flash densities
Lightning activity
Lightning grounds
Malaysia
Meteorological variables
Negative lightning
Occurences
Principal-component analysis
Transmission-line
Rain
spellingShingle Lightning protection
Network security
Power distribution lines
Power transmission lines
Risk management
500 kV transmission lines
Ground flash densities
Lightning activity
Lightning grounds
Malaysia
Meteorological variables
Negative lightning
Occurences
Principal-component analysis
Transmission-line
Rain
Roslan N.
Amirulddin U.A.U.
Ab-Kadir M.Z.A.
Abdullah N.
On the Correlation Between Lightning Occurences, Site Topography and Meteorological Data on a 500 kV Transmission Line in Peninsular Malaysia
description In recent years, meteorological hazards including lightning strikes have been increasing rapidly due to climate change. This study presents a novel approach to analyze the relationship between lightning activity, meteorological variables, and topography along the 500 kV transmission line A-B in Peninsular Malaysia over a three year period (2015-2017). Leveraging Geographic Information System (GIS) software, data on lightning, weather, topography, and transmission line from various sources are analyzed. Principal Component Analysis (PCA) was employed to explore the correlation between lightning activity, elevation, and meteorological variables such as rainfall, temperature, wind speed and pressure. By simplifying the data analysis, PCA aims to identify factors influencing lightning activity on the selected transmission line. Results show a strong correlation between negative lightning Ground Flash Density (GFD) and elevation, as well as rainfall along the selected 500 kV transmission line in Peninsular Malaysia. However, negative lightning GFD showed negative correlations with mean wind speed, mean temperature, and pressure consistently for the years 2016 and 2017. Understanding the factors that driving lightning occurrences could enhanced for a better understanding of lightning distribution in Malaysia. Additionally, this new approach could potentially enhance the reliability of power grids through effective protection systems for different transmission lines. ? 2024 IEEE, ? VDE VERLAG GMBH � Berlin � Offenbach.
author2 57205233093
author_facet 57205233093
Roslan N.
Amirulddin U.A.U.
Ab-Kadir M.Z.A.
Abdullah N.
format Conference paper
author Roslan N.
Amirulddin U.A.U.
Ab-Kadir M.Z.A.
Abdullah N.
author_sort Roslan N.
title On the Correlation Between Lightning Occurences, Site Topography and Meteorological Data on a 500 kV Transmission Line in Peninsular Malaysia
title_short On the Correlation Between Lightning Occurences, Site Topography and Meteorological Data on a 500 kV Transmission Line in Peninsular Malaysia
title_full On the Correlation Between Lightning Occurences, Site Topography and Meteorological Data on a 500 kV Transmission Line in Peninsular Malaysia
title_fullStr On the Correlation Between Lightning Occurences, Site Topography and Meteorological Data on a 500 kV Transmission Line in Peninsular Malaysia
title_full_unstemmed On the Correlation Between Lightning Occurences, Site Topography and Meteorological Data on a 500 kV Transmission Line in Peninsular Malaysia
title_sort on the correlation between lightning occurences, site topography and meteorological data on a 500 kv transmission line in peninsular malaysia
publisher VDE Verlag GmbH
publishDate 2025
_version_ 1825816302407647232
score 13.244413