Low-cost Calibration Method for the Infrared Camera

IF 0.8 4区 农林科学 Q4 AGRICULTURAL ENGINEERING
Derek Koji Uemura, Sanjay B. Shah, Prafulla Regmi, Jesse Grimes, Lingjuan Wang-Li
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Abstract

Highlights Simple, low-cost infrared camera calibration method proposed. Calibration equation can improve accuracy for a narrower range of surface temperature. Infrared camera moderately sensitive to both emissivity and reflected air temperature. Abstract. Infrared (IR) or thermal cameras are being increasingly used in livestock research and management. An IR camera’s accuracy is specified over its entire surface temperature measurement range, whereas in livestock research and management, a narrower range suffices. A camera’s accuracy could be higher in a narrower range of temperatures. Hence, a novel low-cost method was used to calculate the FLIR E8 camera’s accuracy in a range of 24°C to 37°C, representative of surface temperature of poultry birds. Sensitivity analyses were also performed to evaluate the impact of three user specified parameters, namely, emissivity (e), distance between camera and surface (d), and reflected air temperature (tair). A linear regression model was used to correct the camera’s absolute error of 2.8°C (greater than its published error). However, the camera possessed precision and hence, repeatability. The IR camera was moderately sensitive to e, and slightly sensitive to tair and d, but its error could increase with the difference between the measured and assumed tair values. Attention is required to accurately characterize e and tair. This simple calibration method can reduce cost and could improve accuracy in a narrower temperature range than the IR camera’s published range, which could be useful for applied research. Keywords: Absolute error, Accuracy, Emissivity, Heat stress, IR, Precision, Reflected air temperature, Sensitivity analysis.
红外摄像机的低成本标定方法
重点提出了一种简单、低成本的红外摄像机标定方法。标定方程可以在较窄的表面温度范围内提高精度。红外摄像机对发射率和反射空气温度都有适度的敏感性。摘要红外(IR)或热像仪越来越多地用于牲畜研究和管理。红外相机的精度是在其整个表面温度测量范围内指定的,而在牲畜研究和管理中,较窄的范围就足够了。在较窄的温度范围内,相机的精度可能会更高。因此,采用一种新颖的低成本方法,计算了FLIR E8相机在24°C ~ 37°C范围内的精度,代表了禽类的表面温度。还进行了敏感性分析,以评估三个用户指定参数的影响,即发射率(e),相机与表面之间的距离(d)和反射空气温度(tair)。采用线性回归模型对相机的绝对误差2.8°C(大于其公布误差)进行修正。然而,相机具有精度,因此具有可重复性。红外相机对e有中等的敏感性,对fair和d有轻微的敏感性,但其误差会随着测量值和假设值的差异而增大。要准确地描述e和e是需要注意的。这种简单的校准方法可以降低成本,并在比红外相机公布的温度范围更窄的温度范围内提高精度,可用于应用研究。关键词:绝对误差,精度,发射率,热应力,红外,精度,反射空气温度,灵敏度分析。
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来源期刊
Applied Engineering in Agriculture
Applied Engineering in Agriculture 农林科学-农业工程
CiteScore
1.80
自引率
11.10%
发文量
69
审稿时长
6 months
期刊介绍: This peer-reviewed journal publishes applications of engineering and technology research that address agricultural, food, and biological systems problems. Submissions must include results of practical experiences, tests, or trials presented in a manner and style that will allow easy adaptation by others; results of reviews or studies of installations or applications with substantially new or significant information not readily available in other refereed publications; or a description of successful methods of techniques of education, outreach, or technology transfer.
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