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模糊聚类分析在色木孔洞缺陷位置声波检测中的应用 被引量:5
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作者 郭瑞 马肖祥 +1 位作者 邢涛 孟宪静 《西北林学院学报》 CSCD 北大核心 2015年第4期251-256,共6页
为了实现木材孔洞缺陷位置的检测,提出了一种基于模糊聚类分析的新型木材声波无损检测方法。针对端部孔、无孔洞和中间孔木材试件,运用敲击法采集木材声波信号,提取时频特征向量作为样本数据,运用基于传递闭包的模糊相似矩阵对训练样本... 为了实现木材孔洞缺陷位置的检测,提出了一种基于模糊聚类分析的新型木材声波无损检测方法。针对端部孔、无孔洞和中间孔木材试件,运用敲击法采集木材声波信号,提取时频特征向量作为样本数据,运用基于传递闭包的模糊相似矩阵对训练样本进行聚类分析,建立不同类别的模糊模式库,采用最大隶属度原则对待测样本进行识别。结果表明:此方法克服了模糊聚类单一分析方法的不确定性,实现了多指标定量化的检测;该方法能够有效地对色木孔洞缺陷位置进行检测,且准确率较高,检测端部孔样本的准确率为84%,无孔洞样本准确率为94%,中间孔样本准确率为92%。 展开更多
关键词 模糊模式识别 木材声波 无损检测 模糊聚类
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Assessment of flexural properties of different grade dimension lumber by ultrasonic technique 被引量:2
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作者 江京辉 吕建雄 +2 位作者 任海青 龙超 骆秀琴 《Journal of Forestry Research》 SCIE CAS CSCD 2007年第4期305-308,共4页
The dimension lumber (45mm×90mm×3700mm) of plantation Chinese fir (Cunninghamia lanceolata (Lamb.) Hook.) was graded to four different classes as SS, No. 1, No.2 and No.3, according to national lumber ... The dimension lumber (45mm×90mm×3700mm) of plantation Chinese fir (Cunninghamia lanceolata (Lamb.) Hook.) was graded to four different classes as SS, No. 1, No.2 and No.3, according to national lumber grades authority (NLGA) for structure light framing and structure joists and planks. The properties of apparent density was determined at 15% moisture content, bending strength and stiffness were tested according to American Society for Testing and Materials (ASTM) D198-99, and dynamic modulus of elasticity (Eusw) was measured by ultrasonic technique, for predicting the flexural properties of different grade lumbers. The results showed that Eosw was larger than the static MOE. The relationship between Eusw and static MOE was significant at 0.01 level, and the determination coefficients (R2) of the four grade lumbers followed the sequence as R^2No.2 (0.616)〉 R^2ss (0.567)〉 R^2No1 (0.366)〉 R^2No.3 (0.137). The R^2 of Fusw and MOR were lower than that of the Etru and MOR for each grade. The Eusw of all the grade lumbers, except No.3-grade, had significant correlation with the static MOE and MOR, thus the bending strengthof those grade lumbers can be estimated by the E The Etru valuesof four grade lumbers followed a sequence as No.2-grade (10.701 GPa) 〉 SS-grade (10.359 GPa) 〉 No.l-grade (9.840 GPa) 〉 No.3-grade (9.554 GPa). For the same grade dimension lumber, its Eusw value was larger than static MOE. Mean values of MOR for four grade lumbers follow a sequence as No.2-grade (48.67 MPa) 〉 SS-grade (48.16 MPa) 〉 No.3-grade (46.55 MPa) 〉 No. 1-grade (43.39MPa). 展开更多
关键词 Dimension lumber Lumber grade Ultrasonic technique Dynamic modulus of elasticity Static modulus of elasticity Modulus of rupture
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