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基于数据驱动的三相共箱GIL温度场分布快速计算方法 被引量:1
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作者 吴泽华 程建伟 +3 位作者 吴宝英 赵林杰 辛璐名 王青于 《高电压技术》 北大核心 2025年第1期110-122,共13页
基于有限元等数值计算方法的仿真速度慢,难以满足电力设备数字孪生中监测分析的实时性需求。为此,该文以三相共箱气体绝缘金属封闭输电线路(gas insulated metal enclosed transmission line,GIL)为研究对象,提出了一种基于数据降维-代... 基于有限元等数值计算方法的仿真速度慢,难以满足电力设备数字孪生中监测分析的实时性需求。为此,该文以三相共箱气体绝缘金属封闭输电线路(gas insulated metal enclosed transmission line,GIL)为研究对象,提出了一种基于数据降维-代理模型的温度场分布快速计算方法,采用电磁-热-流多物理场耦合仿真获取输入数据集,通过经验正交函数分析法(empirical orthogonal function,EOF)进行仿真结果的网格节点数据的降维和截断,并应用代理模型构建边界条件与截断后数据的映射关系,分析了关键参数对快速计算结果误差的影响规律。结果表明,采用该文数据降维重构方法能够在较低截断误差的情况下大规模缩减代理模型的输入数据集,快速计算方法的误差与使用的代理模型和输入数据规模有关,选用适配的方法和参数时最大绝对误差可低于0.5℃,仿真时间缩短至秒级以内。该研究结果可为数字化设备多物理场快速计算分析提供参考和思路。 展开更多
关键词 三相共箱gil 数据驱动 温度场 快速计算 数据降维
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252 kV紧凑型GIL三相三支柱绝缘子绝缘结构设计与优化 被引量:14
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作者 吴泽华 田汇冬 +3 位作者 靳守锋 朱思佳 王浩然 彭宗仁 《高电压技术》 EI CAS CSCD 北大核心 2020年第6期2030-2039,共10页
当GIL由单相运行转变为三相共箱时,滑动设计的支柱绝缘子绝缘结构将变得更为复杂,设计难度显著提高。为提升252 kV三相共箱式紧凑型GIL运行可靠性,应用有限元方法仿真分析了252 kV紧凑型GIL三相三支柱绝缘子电场分布特性,提取了电场设... 当GIL由单相运行转变为三相共箱时,滑动设计的支柱绝缘子绝缘结构将变得更为复杂,设计难度显著提高。为提升252 kV三相共箱式紧凑型GIL运行可靠性,应用有限元方法仿真分析了252 kV紧凑型GIL三相三支柱绝缘子电场分布特性,提取了电场设计指标值。将电场设计指标转化为去量纲化指标f,探讨了252 kV紧凑型GIL三相三支柱绝缘子f值随典型结构参数的变化规律,结合相对标准偏差分析得到了典型结构参数对各设计指标的影响程度。在此基础上,讨论了绝缘子的典型结构参数优化设计顺序与方法,给出了改进方案并分析了改善电极间电容分布以均匀金属件表面电场的方法。结果表明,改进方案的绝缘子表面合成场强、切向场强、嵌件表面场强分别降低了6.9%、11.1%、30.1%。改进方案使三相三支柱绝缘子的3个设计指标均满足了控制值要求,对252 kV紧凑型GIL中三相三支柱绝缘子的优化设计具有重要的指导与参考意义。 展开更多
关键词 252 kV 紧凑型gil 三相三支柱绝缘子 相对标准偏差 结构设计
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An effective thermal conductivity model for unsaturated compacted bentonites with consideration of bimodal shape of pore size distribution 被引量:3
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作者 CHEN Yi Feng WANG Min +2 位作者 ZHOU Song HU Ran ZHOU Chuang Bing 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2015年第2期369-380,共12页
An effective thermal conductivity model was proposed for unsaturated compacted bentonites with consideration of the bimodal shape of pore size distribution curves. The pores of soils were grouped into two dominant por... An effective thermal conductivity model was proposed for unsaturated compacted bentonites with consideration of the bimodal shape of pore size distribution curves. The pores of soils were grouped into two dominant pore size modes corresponding to the intra- and inter-particle pores, and were simulated with randomly distributed spheroidal inclusions of different aspect ratios. With the assumption of preferential invasion of the wetting fluid (water) into pores of smaller sizes and by virtue of the analyt- ical solution to the inhomogeneous inclusion problem in heat conduction, the model was developed using the Mori-Tanaka (MT), Ponte Castafieda-Willis (PCW) and self-consistent (SC) homogenization approaches for different considerations of the interactions between pores and the solid phase. The proposed model is functions of the thermal conductivities of the solid, liq- uid and gas phases, porosity, the degree of saturation, the aspect ratios of pores and/or soil particles, and the fraction of the smaller group of pores. The proposed model was validated against five sets of laboratory measurement data on the MX-80, FEBEX, KunigeI-V1 and GMZ01 bentonites, showing a good agreement between the model predictions and the laboratory measurements. The responses of the model with respect to the geometries of pores and solid particles were examined. Com- pared to series-parallel structural models, the proposed model may overall exhibit better performance if proper homogenization schemes are adopted, but as an advantage, the model has clearer physical mechanisms and a smaller number of parameters. 展开更多
关键词 thermal conductivity homogenization schemes compacted bentonite unsaturated soil pore size distribution three-phase media
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