Jurnal Sustainable: Jurnal Hasil Penelitian dan Industri Terapan
Vol 7 No 1 (2018): Jurnal Sustainable: Jurnal Hasil Penelitian dan Industri Terapan

Prediksi Pasang Surut Air Laut Menggunakan Jaringan Syaraf Tiruan Backpropagation

Nikentari, Nerfita (Unknown)
Ritha, Nola (Unknown)
Haryadi, Tri (Unknown)



Article Info

Publish Date
31 May 2018

Abstract

The tide of sea water has an effect on the activities carried out in the sea, namely shipping activities, fishing activities, and loading and unloading of ships, because tidal events occur not at the same time therefore the need for tide level prediction. Tide level data for forecast based historical tide data obtained from BMKG Tanjungpinang from January 1 to February 11, 2015, research was done by using Backpropagation. This study using as many as 1000 high tide data with some input parameters such as max iteration, target error, learning rate, number of input, and update learning rate. The accuracy of this forecast is measured by calculating the average error using MSE (Means Square Error). The best modeling result of Backpropagation with 5 hidden layer and learning rate 0,9 produce the smallest MSE 0,0035861.

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Journal Info

Abbrev

sustainable

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

Jurnal Sustainable diterbitkan dua nomor per tahun oleh Fakultas Teknik, Universitas Maritim Raja Ali Haji, Tanjungpinang, Kepulauan Riau, Indonesia. Jurnal Sustainable diterbitkan pada Bulan Mei (Nomor 1) dan Bulan Oktober (Nomor 2). Artikel yang ditulis untuk Jurnal Sustainable adalah Jurnal Hasil ...