IMPLEMENTASI FUZZY MAMDANI PADA RANCANG BANGUN SISTEM PENDETEKSI GOLONGAN DAN KUALITAS AIR
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Institusion
Institut Teknologi Perusahaan Listrik Negara
Author
PURWATI, DELLA NOVITA SEKAR
Indrianto, Indrianto
Aziza, Rosida Nur
Indrianto, Indrianto
Aziza, Rosida Nur
Subject
Teknik Informatika
Datestamp
2022-09-20 03:54:16
Abstract :
Water is a natural resource that is needed and is very important in the life of living things. Many problems and cases, especially diseases caused by a lack of public knowledge in optimal use of air and in maintaining the cleanliness of the air environment, made researchers move to design a tool that can determine air groups based on existing rules, which in this study used the Mamdani method in determining air class classification by taking 2 parameters written in Government Regulation No. 22 of 2021 concerning the Implementation of Environmental Protection and Management, the parameters taken are PH and water turbidity. Then test the accuracy and test the accuracy of the classification results by determining the level of error from the output of the tool with the output of the MATLAB system. From the results obtained in accuracy with the confussion matrix method produces an accuracy value of 90% and an error rate of 10% in determining the water class.
Water is a natural resource that is needed and is very important in the life of living things. Many problems and cases, especially diseases caused by a lack of public knowledge in optimal use of air and in maintaining the cleanliness of the air environment, made researchers move to design a tool that can determine air groups based on existing rules, which in this study used the Mamdani method in determining air class classification by taking 2 parameters written in Government Regulation No. 22 of 2021 concerning the Implementation of Environmental Protection and Management, the parameters taken are PH and water turbidity. Then test the accuracy and test the accuracy of the classification results by determining the level of error from the output of the tool with the output of the MATLAB system. From the results obtained in accuracy with the confussion matrix method produces an accuracy value of 90% and an error rate of 10% in determining the water class.
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