论文标题
使用Mamdani干扰系统优化自动鸡蛋孵化器中温度和相对湿度
Optimization of Temperature and Relative Humidity in an Automatic Egg Incubator Using Mamdani Interference System
论文作者
论文摘要
温度和湿度是卵孵育过程中必须控制的两个基本因素。在孵化期间，温度和湿度水平不当通常会导致不必要的条件。本文提出了高效的Mamdani模糊干扰系统的设计，而不是该领域中广泛使用的高吉核系统，以控制卵子孵化器的温度和湿度水平。尽管此处使用的最佳孵育温度和湿度水平是鸡蛋，但提出的方法也适用于其他禽类。根据估计值使用mamdani，此处使用了输入函数，而defuzzification方法COA已应用于输出。从模型输出中，可以获得从温度水平和风扇速度稳定的热量来控制鸡蛋孵化器的湿度水平。这在田间任何条件下都可以最大化健康小鸡的孵化率。
Temperature and humidity are two of the rudimentary factors that must be controlled during egg incubation. Improper temperature and humidity levels during the incubation period often result in unwanted conditions. This paper proposes the design of an efficient Mamdani fuzzy interference system instead of the widely used Takagi-Sugeno system in this field for controlling the temperature and humidity levels of an egg incubator. Though the optimum incubation temperature and humidity levels used here are that of chicken egg, the proposed methodology is applicable to other avian species as well. Theinput functions have been used here as per estimated values forsafe hatching using Mamdani whereas defuzzification method, COA, has been applied for output. From the model output,a stabilized heat from temperature level and fan speed to control the humidity level of an egg incubator can be obtained. This maximizes the hatching rate of healthy chicks under any conditions in the field.
