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基于GA-BP神经网络的SF_(6)/N_(2)混合气体GIS设备故障诊断
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作者 梁璐 蒋延磊 +3 位作者 曹心怡 苏鑫 郑俊洋 丁五行 《电工技术》 2024年第13期27-31,共5页
为实现SF_(6)/N_(2)混合气体GIS设备的潜伏性故障诊断,搭建实验平台探究SO_(2)浓度与放电量之间的关系,以SO_(2)浓度增量为输入参数之一,建立BP、GA-BP神经网络模型来预测四种缺陷类型下的放电量,分析预测结果后选取最优诊断算法。结果... 为实现SF_(6)/N_(2)混合气体GIS设备的潜伏性故障诊断,搭建实验平台探究SO_(2)浓度与放电量之间的关系,以SO_(2)浓度增量为输入参数之一,建立BP、GA-BP神经网络模型来预测四种缺陷类型下的放电量,分析预测结果后选取最优诊断算法。结果表明:每种缺陷类型下的放电量与SO_(2)浓度之间呈现正相关性,GA-BP神经网络模型的预测准确率和拟合度分别为0.86和0.9386,平均相对误差为1.23%,在评估结果中占明显优势,可为SF_(6)/N_(2)混合气体GIS设备的潜伏性故障建立诊断算法提供基础性数据。 展开更多
关键词 sf_(6)/N_(2)混合气体 SO_(2)浓度 GA-BP神经网络模型 潜伏性故障
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SF_(6)放电的发射光谱特性分析与放电识别 被引量:17
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作者 李彦飞 汤贝贝 +2 位作者 韩冬 邱宗甲 张国强 《电工技术学报》 EI CSCD 北大核心 2022年第7期1866-1874,共9页
该文通过实验模拟六氟化硫(SF_(6))气体绝缘电气设备的三种常见放电缺陷(电晕放电、火花放电以及沿面放电),并采用光谱仪检测上述放电缺陷下的200~1037nm波段范围内的发射光谱。结果表明,电晕放电的发射光谱主要由带状光谱(OH自由基谱带... 该文通过实验模拟六氟化硫(SF_(6))气体绝缘电气设备的三种常见放电缺陷(电晕放电、火花放电以及沿面放电),并采用光谱仪检测上述放电缺陷下的200~1037nm波段范围内的发射光谱。结果表明,电晕放电的发射光谱主要由带状光谱(OH自由基谱带,SF_(6)和SF_(x)分子谱带)和微弱的F原子线状谱组成;火花放电的发射光谱在电晕放电的基础上新增了硫原子、硫离子和氟离子的线状光谱;沿面放电的发射光谱与火花放电的轮廓相似,但由于沿面故障模拟模型中引入了铜元素,因此发射光谱中出现了铜原子和铜离子的线状谱。最后,根据电晕放电、火花放电和沿面放电的光谱特性差异,定义了两个特征物理量:I_(ratio)和|I′_(nor)(323.371nm)|,设计相应的放电识别算法。该算法的正确率为94.33%,可有效地识别实验中的SF_(6)放电缺陷。 展开更多
关键词 六氟化硫(sf_(6)) 发射光谱 特征光谱 局部放电 放电识别
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Selective adsorption of SF_(6) in covalent-and metal-organic frameworks 被引量:1
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作者 Xianqiang Zheng Yanlong Shen +2 位作者 Shitao Wang Ke Huang Dapeng Cao 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2021年第11期88-95,共8页
Sulfur hexafluoride(SF_(6))is an extremely severe greenhouse gas.It is an urgently important mission to find excellent candidates for selective adsorption of SF_(6),in order to reduce the emission of SF_(6) facilities... Sulfur hexafluoride(SF_(6))is an extremely severe greenhouse gas.It is an urgently important mission to find excellent candidates for selective adsorption of SF_(6),in order to reduce the emission of SF_(6) facilities.Here,we adopt the molecular simulation method to systematically explore the selective adsorption of SF_(6) in 22 kinds of representative covalent-and metal-organic frameworks.Results indicate that COF-6 is a promising candidate for the SF_(6) adsorption at low pressure P<20 kPa because of its small pore size,while MOF-180 and PAF-302 are excellent candidates at high pressure P=2×10^(3) kPa due to their large Brunauer-Emmett-Teller specific surface area(BET SSA)and pore volumes.For the two cases of the power industry(X_(SF_(6))=0.1)and the semiconductor industry(X_(SF_(6))=0.002)environments,COF-6 and ZIF-8 are fairly promising candidates for selective adsorption of SF_(6) from the SF_(6)/N_(2) mixtures,because they not only present the high selectivity,but also the large adsorption capacity at ambient environment,which can be considered as potential adsorbents for selective adsorption of SF_(6) at ambient conditions. 展开更多
关键词 sulfur hexafluoride(sf_(6)) Metal-organic frameworks Molecular simulation Covalent-organic frameworks ADSORPTION SEPARATION
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Atmospheric sulfur hexafluoride in-situ measurements at the Shangdianzi regional background station in China
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作者 Bo Yao Lingxi Zhou +4 位作者 Lingjun Xia Gen Zhang Lifeng Guo Zhao Liu Shuangxi Fang 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2014年第12期2451-2458,共8页
We present in-situ measurements of atmospheric sulfur hexafluoride(SF6) conducted by an automated gas chromatograph–electron capture detector system and a gas chromatography/mass spectrometry system at a regional b... We present in-situ measurements of atmospheric sulfur hexafluoride(SF6) conducted by an automated gas chromatograph–electron capture detector system and a gas chromatography/mass spectrometry system at a regional background site, Shangdianzi,in China, from June 2009 to May 2011, using the System for Observation of Greenhouse gases in Europe and Asia and Advanced Global Atmospheric Gases Experiment(AGAGE)techniques. The mean background and polluted mixing ratios for SF6 during the study period were 7.22 × 10-12(mol/mol, hereinafter) and 8.66 × 10-12, respectively. The averaged SF6 background mixing ratios at Shangdianzi were consistent with those obtained at other AGAGE stations located at similar latitudes(Trinidad Head and Mace Head), but larger than AGAGE stations in the Southern Hemisphere(Cape Grim and Cape Matatula). SF6 background mixing ratios increased rapidly during our study period, with a positive growth rate at 0.30 × 10-12year-1. The peak to peak amplitude of the seasonal cycle for SF6 background conditions was 0.07 × 10-12, while the seasonal fluctuation of polluted conditions was 2.16 × 10-12. During the study period, peak values of SF6 mixing ratios occurred in autumn when local surface horizontal winds originated from W/WSW/SW/SWS/S sectors, while lower levels of SF6 mixing ratios appeared as winds originated from N/NNE/NE/ENE/E sectors. 展开更多
关键词 Atmospheric sulfur hexafluoride sf6 In-situ measurement Shangdianzi SEASONALITY Data analysis
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500kV六氟化硫封闭式组合电器(GIS)绝缘特点及检修关键点
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作者 陈光伟 陈绪滨 《水电站机电技术》 2015年第B12期36-39,89,共4页
通过介绍六氟化硫(SF6)封闭式组合电器(GIS)结构特点、SF6特点及其绝缘原理,对GIS的检修提出关键节点,并结合某抽水蓄能电厂500 k V主变套管故障引起GIS连接件、均压球及套筒烧损,介绍其检修处理关键点。
关键词 GIS 六氟化硫 绝缘 故障处理
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