建材检测系统中奇异项智能化剔除与数据恢复技术研究

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中图分类号：TP274 文献标志码：A 文章编号：1671-5276（2025）05-0181-05

Abstract：Toeliminatetheinterferenceofdataand improvetheeficiencyofbuildingmaterialsdatadetection，an intellgentbuildingmaterialsdetectionsystemwithcompoundfilterisconstructed，andthesingularitemsinthedataare eliminated bytheprincipleoffirst-order diference.Thedatadecompositionbasedontensorring isstudied，and the misingdataisfiledbythelowrankofitscorefactors.Theresultsshowthatunder thesametesttimes，theefficiencyof composite filter processing data can reach 100% ，and that of other methods is up to 70% . The maximum recovery efficiency of data under tensor loop control can reach 98% .Thetest fitness value of building materials after composite filtering exceedsO.7.Compared with other dataprocessing methods，the proposed technology has high data improvingprocessing eficiency and good adaptability，improving the accuracy of building materials data detection.

Keywords：compositefiltering；buildingmaterialstesting；firstdiference；singulartermelimination；low-rankpropertyof tensor ring

0 引言

平校验列，缩短了修复链，使其拥有局部修复的功能，实验结果表明双盘修复效率显著提高。（剩余6529字）