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Alternative form to obtain the black globe temperature from environmental variables

机译:从环境变量获取黑球温度的另一种形式

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Reaching thermal comfort conditions of animals is essential to improve well-being and to obtain good productive performance. For that reason, farmers require tools to monitor the microclimatic situation inside the barn. Black Globe-Humidity Index (BGHI) acts as a producer management tool, assisting in the management of the thermal environment and in decision making how protect animals from heat stress. The objective of this work was to develop a mathematical model to estimate the black globe temperature starting from air temperature, relative hum idity and air velocity. To reach this goal, data of air temperature and humidity were collected, with the aid of recording sensors. The black globe temperature was measured with a black copper globe thermometer and the air velocity was monitored with a hot wire anemometer.Data were analysed using a regression model to predict the black globe temperature as a function of the other variables monitored. The model was evaluated, based on the significance of the regression and the regression parameters, and the coefficient of determination (R2). The model proved to be adequate for the estimation of the black globe temperature with R 2 = 0.9166 and the regression and its parameters being significant (p < 0.05). The percentage error of the model was low(approximately 2.2%). In conclusion, a high relation between the data estimated by the model with the data obtained by the standard black globe thermometer was demonstrated.
机译:达到动物的热舒适条件对改善健康状况和获得良好的生产性能至关重要。因此,农民需要使用工具来监控谷仓内的小气候状况。黑地球湿度指数(BGHI)充当生产者管理工具,可帮助管理热环境以及制定如何保护动物免受热应激的决策。这项工作的目的是建立一个数学模型,以从气温,相对嗡嗡声和空气速度开始估算黑球温度。为了达到这个目标,借助于记录传感器收集了空气温度和湿度的数据。用黑铜球温度计测量黑球温度,用热线风速计监测空气流速,并使用回归模型对数据进行分析,以预测黑球温度随所监测其他变量的变化。基于回归的显着性和回归参数以及确定系数(R2)对模型进行评估。该模型被证明足以估计黑球温度,R 2 = 0.9166,并且回归及其参数显着(p <0.05)。模型的百分比误差很低(大约2.2%)。总之,证明了模型估计的数据与标准黑球温度计所获得的数据之间的高度相关性。

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