Lightning

Algorithm for Generating Synthetic Datasets of Lightning Flashovers on Distribution Lines
This paper describes an algorithm for generating synthetic datasets of lightning flashovers on medium voltage overhead distribution …
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Estimation of Effective Length of Type-A Grounding System According to IEC 62305-3 Using a Machine Learning Regression Model
Two types of grounding systems are recommended for use in the international standard IEC 62305-3, Part 3: Physical damage to structures …
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Curve of limiting parameters in risk analysis of MV overhead line outages
This paper studies risk of outages on medium voltage (MV) overhead distribution lines due to flashovers from nearby indirect lightning …
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Bagging Ensemble Classifier for Predicting Lightning Flashovers on Distribution Lines
This paper introduces a bagging ensemble classifier, built from support vector machines (SVM), for predicting lightning flashovers on …
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Dataset of lightning flashovers on medium voltage distribution lines
This synthetic dataset was generated from Monte Carlo simulations of lightning flashovers on medium voltage (MV) distribution lines. It …
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Lightning flashover simulations on medium voltage distribution lines
Dataset has been generated from the Monte Carlo simulations of lightning flashovers on medium voltage (MV) distribution lines. It is …
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Lightning Overvoltage Protection of Step-Up Transformer Inside a Nacelle of Onshore New-Generation Wind Turbines
This paper presents an electromagnetic transient analysis of lightning-initiated overvoltage stresses of the step-up transformers …
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Bayesian optimization of external lightning protection system of HV substations
This paper presents a method for optimizing the geometry of lightning receptors of the external lightning protection system (LPS) of …
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Gaussian process regression modeling of wind turbines lightning incidence with LLS information
This paper presents a machine learning (ML) approach to wind turbine (WT) lightning incidence analysis in complex terrain, based on the …
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On the Influence of an Elevated Terrain on the Grounding Resistance of a Vertical Rod
In this paper, we analyze the grounding resistance of a vertical grounding rod located in an elevated terrain. Tall structures such as …
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