SISTEM KENDALI DAN MONITORING KETERSEDIAAN AIR
TANAH PRESISI MENGGUNAKAN METODE FUZZY LOGIC
MODEL SUGENO PADA CABAI MERAH LAJU F1
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Institusion
Institut Teknologi Perusahaan Listrik Negara
Author
Wijaya, Muchammad Alief Kurnia
Haris, Abdul
Fitriani, Yessy
Haris, Abdul
Fitriani, Yessy
Subject
Teknik Informatika
Datestamp
2023-06-26 06:29:37
Abstract :
The availability of groundwater in agriculture in Indonesia depends on the conditions in the area where if the rainy season arrives farmers cannot monitor the availability of groundwater with precision and while chili plants need the right water discharge in order to bear fruit optimal. Thus, we need a system that can be utilized to solve problems, by creating a system to control and monitor the availability of groundwater automatically. In this study using the fuzzy logic method embedded in Arduino uno microcontroller hardware. This system will irrigate automatically based on soil moisture data that has been read by the sensor after it is processed through the fuzzy logic model sugeno, if the availability of groundwater is below the limit needed by chili plants, then the sensor will send data to adruino to turn on the relay so that the water pump will turn on and water can flow into the drip and if the groundwater needs have been met then the sensor will Again send data to adruino so that the relay is turned off. In this study, the results of the target to be achieved were the creation of a system that can control and control the availability of groundwater in chili plants with precision using the sugeno fuzzy logic model algorithm and the success accuracy rate of the tool reached 80% which was calculated using the Mean Absolute Percentage Error (MAPE), the use of the fuzzy logic inference algorithm The sugeno model is useful so that the availability of groundwater in chili plants is in accordance with what is needed so that based on the researcher's target above, it is hoped that it can be useful for farmers so that water availability can be utilized optimally and can increase production yields.
The availability of groundwater in agriculture in Indonesia depends on the conditions in the area where if the rainy season arrives farmers cannot monitor the availability of groundwater with precision and while chili plants need the right water discharge in order to bear fruit optimal. Thus, we need a system that can be utilized to solve problems, by creating a system to control and monitor the availability of groundwater automatically. In this study using the fuzzy logic method embedded in Arduino uno microcontroller hardware. This system will irrigate automatically based on soil moisture data that has been read by the sensor after it is processed through the fuzzy logic model sugeno, if the availability of groundwater is below the limit needed by chili plants, then the sensor will send data to adruino to turn on the relay so that the water pump will turn on and water can flow into the drip and if the groundwater needs have been met then the sensor will Again send data to adruino so that the relay is turned off. In this study, the results of the target to be achieved were the creation of a system that can control and control the availability of groundwater in chili plants with precision using the sugeno fuzzy logic model algorithm and the success accuracy rate of the tool reached 80% which was calculated using the Mean Absolute Percentage Error (MAPE), the use of the fuzzy logic inference algorithm The sugeno model is useful so that the availability of groundwater in chili plants is in accordance with what is needed so that based on the researcher's target above, it is hoped that it can be useful for farmers so that water availability can be utilized optimally and can increase production yields.
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