Lightning severity classification utilizing the meteorological parameters: a neural network approach
This paper presents a technique of predicting lightning severity on daily basis by using meteorological data. The data used is supplied by Global Lightning Network (GLN) from WSI Corporation. The input of the system consists of seven meteorology parameters which had been provided by Malaysia Meteoro...
| Main Authors: | Omar, Muhammad Azhar, Hassan, Mohd Khair, Che Soh, Azura, Ab Kadir, Mohd Zainal Abidin |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2013
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/68852/ http://psasir.upm.edu.my/id/eprint/68852/1/Lightning%20severity%20classification%20utilizing%20the%20meteorological%20parameters%20a%20neural%20network%20approach.pdf |
Similar Items
Hybrid pre-classification technique – artificial neural network for lightning severity classification
by: Omar, Muhammad Azhar
Published: (2014)
by: Omar, Muhammad Azhar
Published: (2014)
Lightning severity in Malaysia and some parameters of interest for engineering applications
by: Ab Kadir, Mohd Zainal Abidin
Published: (2016)
by: Ab Kadir, Mohd Zainal Abidin
Published: (2016)
Evaluation of lightning current parameters using measured lightning induced voltage on distribution power lines
by: Izadi, Mahdi, et al.
Published: (2019)
by: Izadi, Mahdi, et al.
Published: (2019)
Lightning strike mapping for Peninsular Malaysia using artificial intelligence techniques
by: Hassan, Mohd Khair, et al.
Published: (2011)
by: Hassan, Mohd Khair, et al.
Published: (2011)
Automated negative lightning return strokes classification system
by: Abdul Haris, Faranadia, et al.
Published: (2021)
by: Abdul Haris, Faranadia, et al.
Published: (2021)
Lightning: a bolt from the blue
by: Ab Kadir, Mohd Zainal Abidin
Published: (2017)
by: Ab Kadir, Mohd Zainal Abidin
Published: (2017)
Modeling of Meteorological Parameters for Libya
by: Sh-Eldin, Mohammed Ali
Published: (2003)
by: Sh-Eldin, Mohammed Ali
Published: (2003)
Modeling of Meteorological Parameters for Jordan
by: Ahmed Alghoul, Mohammad
Published: (1999)
by: Ahmed Alghoul, Mohammad
Published: (1999)
Lightning fault classification for transmission line using support vector machine
by: Asman, Saidatul Habsah, et al.
Published: (2023)
by: Asman, Saidatul Habsah, et al.
Published: (2023)
Lightning protection: getting it wrong
by: Gomes, Chandima, et al.
Published: (2011)
by: Gomes, Chandima, et al.
Published: (2011)
Effect of the non-standard lightning current and waveshape on lightning surge analysis
by: Ab Kadir, Mohd Zainal Abidin, et al.
Published: (2008)
by: Ab Kadir, Mohd Zainal Abidin, et al.
Published: (2008)
Vertical electric fields and field change parameters due to partly inclined lightning leader channels
by: Gomes, Chandima, et al.
Published: (2013)
by: Gomes, Chandima, et al.
Published: (2013)
Evaluation of lightning location and lightning current wave shape using measured lightning magnetic fields at two stations
by: Izadi, Mahdi, et al.
Published: (2016)
by: Izadi, Mahdi, et al.
Published: (2016)
An algorithm for evaluation of lightning electromagnetic fields at difference distances with respect to lightning channel
by: Izadi, Mahdi, et al.
Published: (2014)
by: Izadi, Mahdi, et al.
Published: (2014)
Investigation on the effects of line parameters to the lightning performance of 132 kV Kuala Krai-Gua Musang transmission line
by: Sardi, Junainah, et al.
Published: (2013)
by: Sardi, Junainah, et al.
Published: (2013)
On the influence of inclined lightning channel on lightning induced voltage evaluation
by: Rameli, Norhidayu, et al.
Published: (2012)
by: Rameli, Norhidayu, et al.
Published: (2012)
On the behavior of lightning induced voltage
by: Izadi, Mahdi, et al.
Published: (2013)
by: Izadi, Mahdi, et al.
Published: (2013)
Development of the lightning location mapping system using fuzzy logic technique
by: Che Soh, Azura, et al.
Published: (2011)
by: Che Soh, Azura, et al.
Published: (2011)
Evaluation of lightning induced voltage due to the effect of design parameters on medium voltage distribution line
by: Rameli, Nabilah, et al.
Published: (2013)
by: Rameli, Nabilah, et al.
Published: (2013)
Recent statistics on lightning fatalities in Malaysia
by: Ab Kadir, Mohd Zainal Abidin, et al.
Published: (2012)
by: Ab Kadir, Mohd Zainal Abidin, et al.
Published: (2012)
Comparative analysis of probabilistic neural network, radial basis function, and feed-forward neural network for fault classification in power distribution systems
by: Mirzaei, Maryam, et al.
Published: (2011)
by: Mirzaei, Maryam, et al.
Published: (2011)
Effect of soil resistivity on the value of lightning induced voltage
by: Izadi, Mahdi, et al.
Published: (2014)
by: Izadi, Mahdi, et al.
Published: (2014)
On the behaviour of lightning current for the case of striking to tall strature
by: Izadi, Mahdi, et al.
Published: (2014)
by: Izadi, Mahdi, et al.
Published: (2014)
An overview of the global statistics on lightning fatalities
by: Ab Kadir, Mohd Zainal Abidin, et al.
Published: (2010)
by: Ab Kadir, Mohd Zainal Abidin, et al.
Published: (2010)
Modeling of Meteorological Parameters for United Arab Emirates
by: Al Sheikh, Riad Mohamed
Published: (2002)
by: Al Sheikh, Riad Mohamed
Published: (2002)
Improved algorithm for evaluation of lightning current using measured field at far distances from lightning channel
by: Izadi, Mahdi, et al.
Published: (2012)
by: Izadi, Mahdi, et al.
Published: (2012)
Protection of naval systems against electromagnetic effects due to lightning
by: Gomes, Chandima, et al.
Published: (2011)
by: Gomes, Chandima, et al.
Published: (2011)
Challenges in the promotion of lightning protection know-how in developing world
by: Gomes, Chandima, et al.
Published: (2010)
by: Gomes, Chandima, et al.
Published: (2010)
Considering on charge density along return stroke lightning channel
by: Izadi, Mahdi, et al.
Published: (2010)
by: Izadi, Mahdi, et al.
Published: (2010)
Analytical fields expressions due to lightning channel considering variation of return stroke velocities along the lightning channel
by: Izadi, Mahdi, et al.
Published: (2012)
by: Izadi, Mahdi, et al.
Published: (2012)
Rainfall Classification for Flood Prediction Using
Meteorology Data of Kuching, Sarawak, Malaysia:
Backpropagation vs Radial Basis Function Neural Network
by: Chai, Soo See, et al.
Published: (2017)
by: Chai, Soo See, et al.
Published: (2017)
Public beliefs about lightning in Malaysia
by: A Rahim, Syakura, et al.
Published: (2019)
by: A Rahim, Syakura, et al.
Published: (2019)
The impact of human resource factors on lightning safety performance
by: Hajikhani, Maryam, et al.
Published: (2019)
by: Hajikhani, Maryam, et al.
Published: (2019)
New algorithm for evaluation of electric fields due to indirect lightning strike
by: Izadi, Mahdi, et al.
Published: (2010)
by: Izadi, Mahdi, et al.
Published: (2010)
A theoretical approach to estimate the annual lightning hazards on human beings
by: Gomes, Chandima, et al.
Published: (2011)
by: Gomes, Chandima, et al.
Published: (2011)
Backpropagation vs. radial basis function neural model : Rainfall intensity classification for flood prediction using meteorology data
by: Chai, S.S., et al.
Published: (2016)
by: Chai, S.S., et al.
Published: (2016)
Mitigation of lightning-induced transient effects on a hybrid photovoltaic–wind system based on lightning protection standards
by: Abda, Zmnako Mohammed Khurshid, et al.
Published: (2023)
by: Abda, Zmnako Mohammed Khurshid, et al.
Published: (2023)
Lightning accidents in Nigeria: with special attention to aviation mishaps
by: Buba, Sani Dahiru, et al.
Published: (2012)
by: Buba, Sani Dahiru, et al.
Published: (2012)
Modelling and analysis of different aspect of mechanisms in lightning injury
by: Misbah, Nor Ratna, et al.
Published: (2011)
by: Misbah, Nor Ratna, et al.
Published: (2011)
Improving Convolutional Neural Network (CNN) architecture (miniVGGNet) with batch normalization and learning rate decay factor for image classification
by: Ismail, Asmida, et al.
Published: (2019)
by: Ismail, Asmida, et al.
Published: (2019)
Similar Items
-
Hybrid pre-classification technique – artificial neural network for lightning severity classification
by: Omar, Muhammad Azhar
Published: (2014) -
Lightning severity in Malaysia and some parameters of interest for engineering applications
by: Ab Kadir, Mohd Zainal Abidin
Published: (2016) -
Evaluation of lightning current parameters using measured lightning induced voltage on distribution power lines
by: Izadi, Mahdi, et al.
Published: (2019) -
Lightning strike mapping for Peninsular Malaysia using artificial intelligence techniques
by: Hassan, Mohd Khair, et al.
Published: (2011) -
Automated negative lightning return strokes classification system
by: Abdul Haris, Faranadia, et al.
Published: (2021)