浙江电力2023，Vol.42Issue(12)：20-27,8.DOI:10.19585/j.zjdl.202312003
结合响应面法的变压器绕组温度快速计算方法
A fast calculation method of transformer winding temperature based on response surface methodology
摘要
Abstract
The realization of digital twinning technology for transformers largely depends on the rapid calculation of various physical fields within the equipment.Therefore,the response surface methodology based on enhanced radial basis function(RBF)is employed to construct a response surface model of the POD(proper orthogonal decomposi-tion)modal coefficients for winding conditions and then quickly calculate the transformer winding temperature field based on reduced order mode.Upon comparison of these results with those obtained from full-order calculations,it is observed that the maximum average relative error of the reduced-order model is 1.91%across 100 test cases.Re-markably,the calculation of these 100 test cases is completed in a mere 31.26 seconds,signifying an efficiency level approximately 61,266.79 times superior to that of the 12-core parallel full-order calculation.The computa-tional findings affirm the high computational accuracy and efficiency of the proposed POD reduced-order algorithm founded on response surface methodology.关键词
数字孪生/快速计算/响应面法/本征正交分解/降阶模态Key words
digital twin/rapid calculation/response surface methodology/proper orthogonal decomposition/reduced-order mod引用本文复制引用
姜雄伟,王文浩,邵先军,郑一鸣,韩睿,刘刚..结合响应面法的变压器绕组温度快速计算方法[J].浙江电力,2023,42(12):20-27,8.基金项目
国网浙江省电力有限公司科技项目(5211DS220005) （5211DS220005）
