卡文迪什香蕉保质期测定的模糊逻辑方法

Darvin M. Taghoy, J. Villaverde
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引用次数: 21

摘要

这是一个利用乙烯气体含量通过模糊逻辑方法来确定卡文迪什香蕉果实保质期的自动化系统。一根香蕉手指被放置在一个实验室内。MQ3传感器用于测量水果释放的乙烯气体,DHT22温度传感器也用于监测室内的环境温度。采用线性回归分析统计,调整后的R方结果为0.94。考虑了三个温度范围来区分一定温度下乙烯气体的释放速度。温度越高,成熟过程越快。潮湿也会影响室内的乙烯气体排放,因此,在成熟过程中,适当的通风是必不可少的。该系统利用MATLAB利用模糊逻辑工具箱确定香蕉的保质期,并以图形用户界面显示。对未熟、熟和过熟香蕉的乙烯气体含量进行了监测。有了这种方法,传统的确定成熟度的方法将被最小化,保质期也将很容易确定。消费者和农民是该系统的最大受益者,因为这是他们监控水果成熟和保质期的方式。
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A Fuzzy Logic Approach for the Determination of Cavendish Banana Shelf Life
This is an automated system in determining shelf-life of a cavendish banana fruit using its ethylene gas content through fuzzy logic approach. One finger of banana is placed inside a chamber for experimentation. An MQ3 sensor is used to measure the ethylene gas emitted by the fruit and a DHT22 temperature sensor is also used to monitor the ambient temperature inside the chamber. Linear regression analysis statistics is being applied to show that adjusted R Square result is 0.94. Three temperature range were considered to differentiate the emission speed of ethylene gas for a certain temperature. The higher the temperature, the faster the ripening process. Moist also affects ethylene gas emission inside the chamber and is therefore, proper ventilation is essential during the ripening process. The system uses MATLAB to determine banana’s shelf-life using fuzzy logic toolbox and displayed in a graphical user interface. Ethylene gas content were also monitored for each classifications of banana, namely: unripe, ripe and overripe. With this, conventional way in determining ripeness will be minimized and shelf-life will also be easily identified. Consumers and farmers are the great beneficiaries of the system, as it is their way to monitor fruit ripening and its shelf-life.
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