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基于方差最小化原理的三維匹配數(shù)學(xué)建模與誤差分析

發(fā)布時(shí)間:2018-03-25 01:08

  本文選題:復(fù)雜曲面 切入點(diǎn):方差最小化 出處:《機(jī)械工程學(xué)報(bào)》2017年16期


【摘要】:三維匹配是復(fù)雜曲面零件加工余量分配與輪廓誤差評(píng)估的基礎(chǔ),現(xiàn)有方法難以克服固有測(cè)量缺陷(測(cè)點(diǎn)分布不均、密度不均、局部缺失等)對(duì)匹配精度的影響。提出一種基于方差最小化原理的三維匹配數(shù)學(xué)建模與計(jì)算方法,可線性求解運(yùn)動(dòng)變量,具有二次收斂性;研究方差最小化匹配與傳統(tǒng)TDM(Tangent distance minimization)匹配的等效條件,推導(dǎo)匹配參數(shù)誤差和測(cè)點(diǎn)位置誤差的定量表示;以葉片機(jī)器人磨拋視覺定位、螺旋槳槳葉加工余量分配、曲軸輪廓檢測(cè)等為例驗(yàn)證所提方法,試驗(yàn)表明方差最小化方法可解決匹配目標(biāo)函數(shù)傾向于滿足高密度測(cè)點(diǎn)或噪音點(diǎn)平方距離最小化問題。
[Abstract]:3D matching is the basis of machining allowance allocation and contour error evaluation of complex curved surface parts. The existing methods can not overcome the inherent measuring defects (uneven distribution of measuring points and uneven density). A 3D matching mathematical modeling and calculation method based on variance minimization principle is proposed, which can solve motion variables linearly and has quadratic convergence. The equivalent conditions of variance minimization matching and traditional TDM(Tangent distance minimization matching are studied, and the quantitative representation of matching parameter error and measuring point position error is deduced. The test results show that the variance minimization method can solve the problem that the matching objective function tends to satisfy the problem of minimizing the square distance of high density measurement points or noise points.
【作者單位】: 華中科技大學(xué)數(shù)字制造裝備與技術(shù)國家重點(diǎn)實(shí)驗(yàn)室;
【基金】:國家自然科學(xué)基金(51535004,91648111,51635007) 國家重點(diǎn)基礎(chǔ)研究發(fā)展計(jì)劃(973計(jì)劃,2015CB057304)資助項(xiàng)目
【分類號(hào)】:TH164


本文編號(hào):1660850

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