1. 华中农业大学工学院
2. 农业部长江中下游农业装备重点实验室
纸质出版:2019
移动端阅览
贾桂锋, 武墩, 蒙俊宇, 等. 测量距离对生猪红外热成像测温的影响及校正[J]. 传感器与微系统, 2019,(11):62-64+68.
JIA Guifeng, WU Dun, MENG Junyu, et al. Influence and correction of measuring distance on pig’s IRT temperature measurement[J]. 2019, (11): 62-64+68.
贾桂锋, 武墩, 蒙俊宇, 等. 测量距离对生猪红外热成像测温的影响及校正[J]. 传感器与微系统, 2019,(11):62-64+68. DOI: 10.13873/j.1000-9787(2019)11-0062-03.
JIA Guifeng, WU Dun, MENG Junyu, et al. Influence and correction of measuring distance on pig’s IRT temperature measurement[J]. 2019, (11): 62-64+68. DOI: 10.13873/j.1000-9787(2019)11-0062-03.
针对红外热成像测温技术(IRT)的测温精度受测试距离的影响较大的问题
为提高生猪体温的测量精度
定量研究测试距离对IRT测温的影响规律及校正方法。以4头仔猪为对象
在不同测试距离下进行IRT耳根温度测量
通过单因素分析得出耳温T受测试距离x显著影响
且呈负相关(相关系数r为-0. 923 6
显著性水平p小于0. 01)。然后采用线性、多项式及支持向量机等算法建立耳根温度T与测试距离的关系模型
对比分析后得出两者之间的关系模型为T=0. 042 x2-0. 84 x+39. 03
由此进一步推出耳根温度T的校正公式为T’=T+0. 84 x-0. 042 x2。经方差分析得出:校正后的耳根温度T’消除了测量距离的影响(r为0. 01
p为0. 90)
说明该校准方法可准确消除测试距离对红外测温的影响
提高了IRT的测温精度。
Aiming at the problem that the precision of temperature measurement of infrared thermography(IRT) is greatly affected by the measuring distance. In order to improve the precision of pig ’s body temperature measurement
the influence of measuring distance on IRT temperature measurement and the correction method are quantitatively studied. In the animal experiment
the IRT ear base temperature is measured at different measuring distances from 1 to 4 m. The results of ANOVA analysis show that the ear base temperature(T) is significantly affected by the measuring distance(x)
and it is negatively correlated(r =-0. 923 6
p < 0. 01). Then the linear
polynomial and support vector machine(SVM) algorithms are used to establish the relationship between T and x.After comparison
it is concluded that the optimal model is T = 0. 042 x2-0. 84 x + 39. 03. Therefore
the correction formula for the ear base temperature is as T’= T + 0. 84 x-0. 042 x2. After the variance analysis
the corrected ear base temperature T’ has eliminated the influence of distance(r = 0. 01
p = 0. 90) and indicating that the calibration method can eliminate the influence of measuring distance and improve the precision of IRT temperature measurement.
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