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2023 12th Asia-Pacific International Conference on Lightning (APL)最新文献

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Performance Evaluations of Lightning Detection System for Wind Turbine 风电雷电探测系统性能评价
Pub Date : 2023-06-12 DOI: 10.1109/APL57308.2023.10181342
Kei Miyamoto, Kazuki Oobayashi, J. Suzuki, Kazuo Yamamoto, H. Kogo, Tomoya Tsuchida
In Japan, there is a characteristic lightning called thundersnow. Although there is a technical standard for installing a lightning stop device in this thundersnow area, there has been no clear standard for a lightning strike detection system for wind turbine. From this, the specifications and JIS 1400-24 for lightning strike detection system adapted to thundersnow in Japan were created. A test method for a lightning strike detection system that satisfies these specifications was investigated.
在日本,有一种特有的闪电叫做雷雪。虽然在雷雪地区安装防雷击装置有技术标准,但风电机组的雷击探测系统还没有明确的标准。据此,制定了适用于日本雷雪的雷击探测系统规范和JIS 1400-24。研究了满足这些规范的雷击探测系统的试验方法。
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引用次数: 0
Withstand capability of MOV and GDT parallel combination for excessive impulse currents MOV和GDT并联组合抗过大冲击电流的能力
Pub Date : 2023-06-12 DOI: 10.1109/APL57308.2023.10181327
Okuda Takashi, Tsukamoto Naoyuki
For surge protections, various nonlinear components are used at stand alone or in combination. In order to understand the possibility of volume or area minimization for assembly using surge protection components, the surge withstand performance in a parallel circuit consisting of both an MOV and a GDT having lower rating is investigated. As results, even if the operation coordination in parallel combination of MOV and GDT is achieved for the first impulse application, for excessive and repetitive impulse currents, the GDT d.c. sperkover voltage (V s) drastically increased and the energy the MOV absorbed also increased. On the other hand, it was confirmed that a parallel combination of MOV and GDT could withstand current values twice the rated MOV’s specification. As conclusions of this study, it is found that the combination of MOV and GDT greatly affects the performance in surge protection.
对于浪涌保护,各种非线性元件可以单独或组合使用。为了了解使用浪涌保护组件组装时体积或面积最小化的可能性,研究了由MOV和具有较低额值的GDT组成的并联电路中的浪涌承受性能。结果表明,即使在第一次脉冲应用中实现了MOV和GDT并联组合的操作协调,但对于过多的、重复的脉冲电流,GDT直流散射电压(V s)急剧增加,MOV吸收的能量也随之增加。另一方面,证实了MOV和GDT并联组合可以承受额定MOV规格两倍的电流值。本研究的结论是MOV和GDT的结合对浪涌保护的性能有很大的影响。
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引用次数: 0
Lightning and Overhead Line Fault Analysis using Automated Fault Analysis Application On Transmission Line in Grid Division, TNB Malaysia 基于自动故障分析的输电线路雷电与架空线路故障分析,马来西亚TNB
Pub Date : 2023-06-12 DOI: 10.1109/APL57308.2023.10181461
Chung Yoke Wai, N. S. Hudi, Muhammad Shahmi Shokri, Ir. Noradlina Abdullah
A fault on overhead power lines can cause significant damage to the lines, resulting in outages and other disruptions. Detecting and diagnosing faults promptly is critical to minimize downtime and reduce the costs associated with repairs and maintenance on the transmission line assets. In this paper, we present a web-based automated fault analysis tool known as Automated Fault Analysis (AFA) jointly developed by Tenaga Nasional Berhad (TNB) Grid Division and TNB Research Center (TNBR). This system can automatically provide (1) fast and accurate fault location to assist in equipment restoration, (2) lightning and fault correlation analysis, and (3) relay and circuit breaker performance monitoring. The AFA automatic online analysis is made possible with intranet connection to digital fault recorders and digital protective relays utilizing substation RTAP gateway and TNB-owned fiber-optic network. For fault information enrichment, a Lightning Detection System, a Geographical Information System and CAPE™ Line Parameter Data were digitally integrated and are synchronized with GPS-system. AFA has been serving TNB-Grid for almost 2 years and the results are very encouraging with accurate fault location estimation and lightning and fault correlation analysis. This paper describes AFA lighting analysis module with practical engineer’s solution in mind and in-line with asset performance management system. Results of the current development and some near future enhancement including artificial intelligence using this fault analytic platform are shared
架空电力线的故障会对线路造成重大损害,导致停电和其他中断。及时检测和诊断故障对于最大限度地减少停机时间和降低与输电线路资产维修和维护相关的成本至关重要。本文介绍了一种基于网络的自动故障分析工具——自动故障分析(AFA),该工具由Tenaga国家电力公司(TNB)电网部和TNB研究中心(TNBR)共同开发。该系统能够自动提供(1)快速准确的故障定位,协助设备恢复;(2)雷电和故障相关性分析;(3)继电器和断路器性能监测。通过利用变电站RTAP网关和tnb拥有的光纤网络与数字故障记录仪和数字保护继电器的内联网,使AFA自动在线分析成为可能。为了丰富故障信息,将雷电探测系统、地理信息系统和CAPE™线路参数数据进行数字化集成,并与gps系统同步。AFA在TNB-Grid服务近2年,在准确的故障定位估计和雷电与故障关联分析方面取得了令人鼓舞的成果。本文以实际工程师的解决方案为出发点,结合资产绩效管理系统,介绍了AFA照明分析模块。并分享了该故障分析平台目前的开发成果和近期的一些改进成果,包括人工智能
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引用次数: 0
Performance of Bentonite and Peat Moss Mixtures as Grounding Enhancement Materials 膨润土和泥炭苔藓混合物作为增强接地材料的性能
Pub Date : 2023-06-12 DOI: 10.1109/APL57308.2023.10181741
W. F. Wan Ahmad, A. H. Abdul Rahman, J. Jasni, M. Ab-Kadir
Grounding system is one of the lightning protection system that meant to provide protection for a power system, equipment in it and any personnel whom might accidently in touch with it, during both normal and fault conditions. It must with a low impedance path, ensuring all fault currents to be dispersed into earth at the shortest time possible. This could be achieved by treating grounding enhancement materials with the surrounding soil to reduce its earth resistance effectively. Grounding enhancement materials could be natural or chemical based, i.e. CEM and NEM, respectively. Only NEMs were considered in this study where four grounding systems were installed near to SGS, UPM with 100% Bentonite, 100% Peat Moss, Bentonite and Peat Moss Mix A, and Bentonite and Peat Moss Mix B. These NEM were mixed with water for their performances were compared to a Reference grounding system which is without any NEM added to the vicinity of the ground conductor. The performances of all installed grounding systems were evaluated by the percentage reductions of their measured earth resistance values against the Reference grounding system, with Fall-of-potential method, 62% rule and 0o separation angle were employed. The earth resistances were measured daily for 120 days, i.e. from 1st Feb 2019 to 1st Jun 2019 and it has been found that the best performed grounding system in descending order were 100% Bentonite, Bentonite and Peat Moss Mix A, 100% Peat Moss, Bentonite and Peat Moss Mix B, and Reference grounding systems. Note that Bentonite ratio was more in Mix A compared to Mix B.
接地系统是一种防雷系统,在正常和故障情况下对电力系统、电力系统中的设备以及可能意外接触到电力系统的人员提供保护。它必须具有低阻抗路径,以确保所有故障电流在尽可能短的时间内分散到地球上。这可以通过将接地增强材料与周围土壤一起处理来有效降低其接地阻力。接地增强材料可以是天然的或化学的,即CEM和NEM。本研究只考虑了NEM,在SGS附近安装了四个接地系统,UPM使用100%膨润土,100%泥煤苔藓,膨润土和泥煤苔藓混合物A,膨润土和泥煤苔藓混合物b。这些NEM与水混合以获得其性能与参考接地系统进行比较,参考接地系统在接地导体附近没有添加任何NEM。所有已安装的接地系统的性能通过测量接地电阻值相对于参考接地系统的百分比降低来评估,采用降电位法、62%规则和00分离角。从2019年2月1日至2019年6月1日,每天对120天的接地电阻进行测量,结果发现,从大到小,最佳接地系统为100%膨润土、膨润土和泥炭苔藓混合物A、100%泥炭苔藓、膨润土和泥炭苔藓混合物B和参考接地系统。注意,混合A中的膨润土比混合B中的高。
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引用次数: 0
Observation of Lightning Discharge Current in Kyushu in Japan 日本九州地区雷电放电电流观测
Pub Date : 2023-06-12 DOI: 10.1109/APL57308.2023.10181467
K. Michishita, Koji Takano, Takao Kawazoe, M. Ikuta, S. Yokoyama
For the rational lightning protection design of power distribution lines lightning current is measured at the Muregaoka wind farm since 2007. As of March 2022, 25 current waveforms associated with lightning discharge are obtained. In this paper, infrequent examples of the recorded lightning current waveforms are reported as well as the summary of the observed results.
为合理设计配电线路防雷,从2007年开始对村冈风电场进行了雷电电流测量。截至2022年3月,获得了与雷击放电相关的25种电流波形。本文报道了罕见的雷电电流波形记录实例,并对观测结果进行了总结。
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引用次数: 0
Thunderstorm Prediction Model Using SMOTE Sampling and Machine Learning Approach 基于SMOTE采样和机器学习方法的雷暴预测模型
Pub Date : 2023-06-12 DOI: 10.1109/APL57308.2023.10182046
Shirley Anak Rufus, N. A. Ahmad, Z. Abdul-Malek, N. Abdullah
Thunderstorms are one of the most destructive phenomena worldwide and are primarily associated with lightning and heavy rain that cause human fatalities, urban floods, and crop damage. Therefore, predicting thunderstorms with reasonable accuracy is one of the crucial requirements for the planning and management of many applications, including agriculture, flood control, and air traffic control. This study extensively applied the historical lightning and meteorological data from 2011 to 2018 of the southern regions of Peninsular Malaysia to predict thunderstorm occurrence. Positive CG lightning rarely occurs compared to negative CG lightning and also due to the non-linear and complex characteristics of the thunderstorm and lightning itself, leading to an imbalance in the dataset. The resampling technique called SMOTE is introduced to overcome the imbalance of the training dataset. Then the dataset is trained and tested with five Machine Learning (ML) algorithms, including Decision Trees (DT), Adaptive Boosting (AdaBoost), Random Forest (RF), Extra Trees (ET), and Gradient Boosting (GB). The results have shown a good prediction with accuracy (74% to 95%), recall (72% to 93%), precision (76% to 97%), and F1-Score (74% to 95%) with SMOTE. The SMOTE and GB model prediction model is the best algorithm for thunderstorm prediction for this region in terms of performance metrics. In the future, the prediction results based on the lightning pattern and weather dataset will likely alert the related authorities to make an early strategy to handle the occurrence of thunderstorms.
雷暴是世界上最具破坏性的现象之一,主要与闪电和大雨有关,导致人类死亡,城市洪水和农作物受损。因此,合理准确地预测雷暴是许多应用的规划和管理的关键要求之一,包括农业、防洪和空中交通管制。本研究广泛应用马来西亚半岛南部地区2011 - 2018年雷电历史数据和气象数据对雷暴发生进行预测。与负CG闪电相比,正CG闪电很少发生,而且由于雷暴和闪电本身的非线性和复杂特征,导致数据集的不平衡。为了克服训练数据的不平衡性,引入了SMOTE重采样技术。然后使用五种机器学习(ML)算法对数据集进行训练和测试,包括决策树(DT)、自适应增强(AdaBoost)、随机森林(RF)、额外树(ET)和梯度增强(GB)。结果表明,SMOTE具有较好的预测准确度(74% ~ 95%)、召回率(72% ~ 93%)、精密度(76% ~ 97%)和F1-Score(74% ~ 95%)。SMOTE和GB模式预测模型在性能指标方面是该地区雷暴预报的最佳算法。未来,基于闪电模式和天气数据的预测结果可能会提醒有关当局及早制定应对雷暴发生的策略。
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引用次数: 0
Observation of the Space Leader During the Attachment Process in Positive Laboratory Sparks 空间引线在阳性实验室火花附着过程中的观察
Pub Date : 2023-06-12 DOI: 10.1109/APL57308.2023.10181495
Xiankang Wang, Xiaopeng Liu, Zijian Li, Yao Yao, Junjia He
A long-standing but fundamental question in lightning and laboratory spark researches is how the positive and negative leader attach with each other. Here we report optical images and discharge current waveforms during the breakthrough phase of attachment process in positive laboratory sparks. The space leader inside the common streamer zone was observed for the first time. The recorded electric current as well as the calculated impedance of the common streamer zone reveal the evolution process of the space leader. Finally, a new scenario including three subsequent stages is proposed for leaders’ attachment process.
在闪电和实验室火花的研究中,一个长期存在但又基本的问题是正极和负极引线是如何相互附着的。在这里,我们报告了在实验室正火花附着过程突破阶段的光学图像和放电电流波形。首次观测到共流带内的空间先导。记录的电流和计算的共流带阻抗揭示了空间先导体的演化过程。最后,本文提出了一个新的情景,包括三个后续阶段的领导者依恋过程。
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引用次数: 0
Effects of Aerosols on lightning activity over the Himalayan Region 气溶胶对喜马拉雅地区闪电活动的影响
Pub Date : 2023-06-12 DOI: 10.1109/APL57308.2023.10182045
Pradip Karki, Shriram Sharma, K. Poudyal, M. Gyawali, Sujan Neupane
This study attempts to obtain the correlation between lightning activities and aerosol optical depth over the Himalayan and lesser Himalayan region. To investigate the association between Aerosol Optical Depth (AOD) with Lightning Stroke Density (LSD), the lightning stroke data were obtained from Vaisala’s Global Lightning Detection Network (GLD 360), and Aerosol Optical Depth (AOD) data were obtained from the Moderate Resolution Imaging Spectrometer (MODIS) Aqua satellites acquired between 2015 and 2020. We divided the geography of Nepal into three sections namely, Eastern (region 1), Central (region 2), and Western (region 3). It is observed that lightning is strongly and positively correlated with AOD loading, up to AOD ~ 0.75 for the eastern region; up to AOD ~ 0.70 for the middle region; and up to ~ 0.55 and for the western region; above these values the correlation weakens. Region 2 exhibits a much weak linear correlation (R=0.628) as compared to the other two regions (R=0.855 for region 1 and R=0.832 for region 3). The results indicate that moist aerosols have a better correlation to greater optical depth as compared to the drier aerosols over the Himalayan region. Lightning activity is strongly correlated with AOD for lower values but there is a negative correlation for the higher values of AOD.
本研究试图获得喜马拉雅和小喜马拉雅地区闪电活动与气溶胶光学深度之间的相关性。为了研究气溶胶光学深度(AOD)与雷击密度(LSD)之间的关系,利用2015 - 2020年维萨拉全球闪电探测网络(GLD 360)的雷击数据和MODIS Aqua卫星的气溶胶光学深度(AOD)数据。我们将尼泊尔的地理划分为东部(区域1)、中部(区域2)和西部(区域3)三个部分。我们观察到,闪电与AOD负荷有很强的正相关关系,东部地区的AOD高达0.75;中部地区AOD达0.70;西部地区可达~ 0.55;高于这些值,相关性减弱。与其他两个地区(1区R=0.855, 3区R=0.832)相比,2区表现出非常弱的线性相关性(R=0.628)。结果表明,与喜马拉雅地区干燥气溶胶相比,湿润气溶胶与更大的光学深度有更好的相关性。在低AOD值时,闪电活动与AOD呈强相关,而在高AOD值时,闪电活动与AOD呈负相关。
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引用次数: 0
Return-Stroke Field Close to the Channel with Finitely Conducting Earth 有限导电性大地条件下靠近通道的回冲程场
Pub Date : 2023-06-12 DOI: 10.1109/APL57308.2023.10181545
Rupam Pal, U. Kumar
The return-stroke field is one of the severest sources of natural EMI for electrical systems. The return-stroke field affects not only the electrical systems on the ground but also a flying aircraft or a device buried in the soil. Therefore, it becomes necessary to characterize the field. Measurement of return-stroke stroke field is a complicated and expensive exercise, and therefore, researchers often opt for theoretical modeling. In most investigations available in the literature, the field observations are restricted to a few meters above the ground, so the overall field structure in the air is not available. In this work, the spatio-temporal variation of the overall field structure (up to 1 km above the ground) close to the channel (< 1000 m) is investigated with a suitable return-stroke model in the presence of finitely conducting soil for flat ground and a mountain-like structure. A similar endeavor is hard to find in the literature and is expected to provide a valuable understanding of the field close to the channel. As most electrical and electronic devices are placed very close to the air-soil interface, a detailed analysis of the temporal variation of the field in the air close to the ground for different radial distances will also be presented.
回冲程场是电力系统中最严重的自然电磁干扰源之一。返冲程场不仅影响地面上的电气系统,而且影响飞行中的飞机或埋在土壤中的装置。因此,有必要对该领域进行表征。回程行程场的测量是一项复杂而昂贵的工作,因此研究人员通常选择理论建模。在现有文献中的大多数调查中,野外观测仅限于地面以上几米,因此无法获得空中的整体野外结构。在这项工作中,研究了在平坦地面和山状结构存在有限导电性土壤的情况下,接近通道(< 1000 m)的整体场结构(超过地面1 km)的时空变化,并采用合适的回冲模型。类似的努力很难在文献中找到,并有望提供对接近通道的领域的有价值的理解。由于大多数电气和电子设备都放置在非常靠近空气-土壤界面的位置,因此本文还将详细分析在不同径向距离下靠近地面的空气中磁场的时间变化。
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引用次数: 0
A Study of Power Outage Reduction Due to Lightning by Using the Different Dielectric Strength of Supporting Points of Distribution Lines 利用配电线路支撑点不同介电强度减少雷电致停电的研究
Pub Date : 2023-06-12 DOI: 10.1109/APL57308.2023.10181334
H. Honda, Takafumi Kuno, Yoshiyasu Koga
Lightning has been the leading cause of power outage, therefore, there is a need for further reduction of outage caused by lightning. In this paper, authors are considering the application of resin arms, which can be a new menu for countermeasures of outage caused lightning. Since the resin arm has a different path length of ground fault path of the three-phase distribution wire, by appropriately arranging the phases that are prone to ground faults by changing the arrangement, it can be a rational countermeasure against power outage caused by lightning that allows up to one phase ground faults. Authors measured the creepage breakdown voltage of the prototype resin plate and verified the reduction of power outage caused by lightning by analysis.
雷电是造成电力中断的主要原因,因此,有必要进一步减少雷电造成的停电。本文正在考虑树脂臂的应用,它可以作为停电雷击的一种新手段。由于树脂臂与三相配电线接地故障路径的路径长度不同,通过改变排列方式,适当地安排易发生接地故障的相,可以合理地应对雷击造成的停电,最多可发生一相接地故障。测量了原型树脂板的漏电击穿电压,并通过分析验证了其减少了雷电引起的停电。
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引用次数: 0
期刊
2023 12th Asia-Pacific International Conference on Lightning (APL)
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