Two Dimensional Cellular Automaton for Lightning Leader Propagation and Prediction in Giant South Indian Heritage Monument

V. Srinivasan, D. Kumari, M. Fernando
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Abstract

With growing concerns related to climate change, protection of heritage monuments from lightning strikes has become vital. Though several research studies have culminated in the development of lightning protection systems, challenges related to strikes on tall structures, complexities in protection of monuments with varying geometries, uncertainties in leader prediction modeling etc., continue to confront researchers. This research envisages a novel framework for implementation of two-dimensional Cellular Automata (CA) based on stochastic field fluctuation criterion (FFC) for leader growth. A random variable which relates to uncertainty associated with atmospheric ionization, air density, etc., is utilized in modeling the field fluctuation. The electric field and potential in the highly conductive region are computed using the Laplace equation. Detailed simulations of CA models are carried out for a prominent world heritage monument in India, which has reported lightning strikes. Case studies for prediction of leader propagation based on varying cloud height, location, potential etc., have been carried out. Exhaustive analysis has been carried out to determine the vulnerable points during leader attachment on the monuments. Comparison of the leader trajectory with that of ‘striking distance’ as stipulated in standards is carried out to ascertain the effectiveness of the proposed models
二维元胞自动机在巨型南印度遗产纪念碑闪电前导传播与预测中的应用
随着人们对气候变化的担忧日益增加,保护历史遗迹免受雷击变得至关重要。尽管几项研究在雷电防护系统的发展中达到了高潮,但与高层建筑的打击、不同几何形状的纪念碑保护的复杂性、领导者预测模型的不确定性等相关的挑战仍在继续困扰着研究人员。本研究设想了一种基于随机场波动准则的二维元胞自动机(CA)的新框架。利用一个与大气电离、空气密度等不确定性有关的随机变量来模拟场波动。利用拉普拉斯方程计算了高导电性区的电场和电势。对印度一个著名的世界遗产纪念碑进行了详细的CA模型模拟,该纪念碑报告了雷击。对基于不同云高度、位置、势等因素的leader传播预测进行了实例研究。通过详尽的分析,确定了领导人附着在纪念碑上的脆弱点。将先导弹道与标准中规定的“打击距离”进行了比较,以确定所提出模型的有效性
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