0.05)。進(jìn)行32組4.44%~12.2%回潮率棉樣實(shí)驗(yàn),結(jié)果顯示隨機(jī)森林(Random forest, RF)模型預(yù)測精度最優(yōu),其R2為0.99,均方根誤差為0.24%。本研究突破傳統(tǒng)松散團(tuán)狀棉纖維回潮率檢測限制,實(shí)現(xiàn)了束狀纖維回潮率快速測量,可為棉花斷裂比強(qiáng)度等物理性能指標(biāo)的精準(zhǔn)補(bǔ)償校正提供技術(shù)支撐。"/>
國家重點(diǎn)研發(fā)計(jì)劃項(xiàng)目(2022YFD2002400)、兵團(tuán)科技攻關(guān)計(jì)劃項(xiàng)目(2023AB014、2022DB003)、新疆棉花產(chǎn)業(yè)技術(shù)體系專項(xiàng)(XJARS-03)和石河子大學(xué)高層次人才科研啟動項(xiàng)目(CJXZ202104)
張建強(qiáng),黃杰,常金強(qiáng),崔國金,王洋,張若宇.基于電阻法的棉花束纖維回潮率檢測方法[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2025,56(5):150-158. ZHANG Jianqiang, HUANG Jie, CHANG Jinqiang, CUI Guojin, WANG Yang, ZHANG Ruoyu. Moisture Regain Detection of Cotton Bundle Fibers Based on Resistance Method[J]. Transactions of the Chinese Society for Agricultural Machinery,2025,56(5):150-158.
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