开发基于地理信息系统的地闪密度及其统计分析,用于马来西亚半岛输电线路的雷电性能评估

IF 0.6 Q3 MULTIDISCIPLINARY SCIENCES Pertanika Journal of Science and Technology Pub Date : 2024-01-15 DOI:10.47836/pjst.32.1.21
Nurzanariah Roslan, U. A. Ungku Amirulddin, Mohd Zainal Abidin Ab Kadir, Noradlina Abdullah
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引用次数: 0

摘要

马来西亚是世界上雷电最多的地区之一,是研究雷电活动的理想地点,因为雷电活动会导致架空输电线路多次停电。本研究介绍了马来西亚半岛的地闪密度(GFD)绘图和闪电数据统计分析,这些数据将用于评估输电线路的闪电性能。通过使用地理信息系统 (GIS) 软件,提取了用于统计分析的地闪密度 (GFD) 地图和闪电数据。然后使用 MATLAB 进行统计分析,并利用广义极值 (GEV) 分布获得闪电电流峰值的概率。本研究分析了闪电定位系统(LLS)记录的 2012 年至 2017 年六年的闪电数据,并使用了马来西亚测绘局(JUPEM)提供的马来西亚半岛基础地图。结果表明,GFD 绘图方法能有效地对 GFD 分布进行分类,并识别出雷电活动频繁的地区。在 4,536,380 次闪电中,81% 为负极闪电,平均峰值电流比正极闪电大。在西南季风季节(6 月至 9 月)和第一个间季风季节(4 月至 5 月)观察到的闪电活动较多。彭亨州由于土地面积大,闪电最多。在输电线路上叠加的 GFD 地图展示了如何评估输电线路的闪电性能。这些发现对公用事业和保护工程师提高输电线路的性能很有帮助。
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Development of GIS-based Ground Flash Density and its Statistical Analysis for Lightning Performance Evaluation of Transmission Lines in Peninsular Malaysia
Malaysia is one of the world's highest lightning regions, making it an ideal location for studying lightning activities, as they cause many power outages on overhead transmission lines. This study presents ground flash density (GFD) mapping and statistical analysis of lightning flash data in Peninsular Malaysia, which will be used to evaluate the lightning performance of transmission lines. Using Geographical Information System (GIS) software, the GFD map and lightning flash data for statistical analysis were extracted. MATLAB was then used to perform statistical analysis and obtain the probability of peak lightning current using the generalized extreme value (GEV) distribution. This study analyzed six years of lightning flash data from 2012 to 2017 recorded by the Lightning Location System (LLS) and used the Peninsular Malaysia base map from the Department of Survey and Mapping Malaysia (JUPEM). Results show that the GFD mapping approach effectively classifies GFD distribution and identifies areas with high lightning activity. 81% of 4,536,380 lightning flashes were negative polarity, with a higher mean peak current magnitude than positive ones. More lightning activity was observed during the Southwest Monsoon (June-September) and the first Inter-Monsoon season (April-May). Pahang had the most lightning flashes due to its large land area. The GFD map overlaid on the transmission line demonstrated how lightning performance on the transmission line can be assessed. These findings are useful for utility and protection engineers to improve the performance of transmission lines.
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来源期刊
Pertanika Journal of Science and Technology
Pertanika Journal of Science and Technology MULTIDISCIPLINARY SCIENCES-
CiteScore
1.50
自引率
16.70%
发文量
178
期刊介绍: Pertanika Journal of Science and Technology aims to provide a forum for high quality research related to science and engineering research. Areas relevant to the scope of the journal include: bioinformatics, bioscience, biotechnology and bio-molecular sciences, chemistry, computer science, ecology, engineering, engineering design, environmental control and management, mathematics and statistics, medicine and health sciences, nanotechnology, physics, safety and emergency management, and related fields of study.
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