PREDIKSI KONSUMSI DEBIT AIR PAM MENGGUNAKAN METODE ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM (ANFIS)

BUDIARTI, DIAN AYU and Rini, Dian Palupi and Miraswan, Kanda Januar (2019) PREDIKSI KONSUMSI DEBIT AIR PAM MENGGUNAKAN METODE ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM (ANFIS). Undergraduate thesis, Sriwijaya University.

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Abstract

Prediksi konsumsi debit air PAM diperlukan untuk menanggulangi masalah penyediaan pasokan air bersih di Indonesia. Metode prediksi digunakan untuk melihat kemungkinan data mengenai volume debit air yang dikonsumsi masyarakat diwaktu mendatang, sehingga masalah yang nantinya timbul dapat ditanggulangi lebih dini dan secara baik. Penelitian ini menggunakan metode Adaptive Neuro-Fuzzy Inference System. Arsitektur Adaptive Neuro-Fuzzy Inference System yang digunakan dalam penelitian ini terdiri dari 5 buah layer. Pada penelitian ini digunakan MAPE (Mean Absolute Percentage Error) sebagai pengukur tingkat akurasi prediksi. Melalui hasil pengujian didapatkan akurasi terbaik sebesar 10,61 % . Berdasarkan tingkat akrasi prediksi tersebut, dapat dikatakan akurasi MAPE tersebut baik karena berada dibawah 20%.

Item Type: Thesis (Undergraduate)
Uncontrolled Keywords: Prediksi, Adaptive Neuro-Fuzzy Inference System, MAPE
Subjects: T Technology > T Technology (General) > T58.5-58.64 Information technology
Divisions: 09-Faculty of Computer Science > 55201-Informatics (S1)
Depositing User: Dian Ayu Budiarti
Date Deposited: 30 Aug 2019 05:04
Last Modified: 30 Aug 2019 05:04
URI: http://repository.unsri.ac.id/id/eprint/5159

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