Perancangan Prediktor Cuaca Maritim Berbasis Logika Fuzzy Menggunakan User Interface Android
Submission Date: 2013-07-26 15:06:42
Accepted Date: 2013-09-01 00:00:00
Abstract
Pola iklim dan cuaca di Indonesia yang tidak ber¬aturan dan eskstrim akan mengganggu transportasi laut. Pada penelitian ini telah dilakukan perancangan prediktor cuaca maritim berbasis logika fuzzy takagi sugeno menggunakan user interface smartphone android. User interface smar¬t¬phone an¬droid dipilih karena android banyak digunakan masy¬arakat indonesia. Data yang digunakan untuk membangun basis atu¬ran dan fungsi keanggotaan berasal dari data BMKG II Perak yang direkam perjam selama 6 tahun yaitu dari januari 2007 hingga desember 2012. Digunakan data cuaca maritim dari tahun 2007 hingga 2012 untuk membangun basis aturan dan fungsi keanggotaan logika fuzzy. Validasi prediksi cuaca maritim di¬lakukan dengan menggunakan data BMKG bulan februari 2013. Selain menggunakan data BMKG juga dilakukan validasi real¬time menggunakan data maritim buoyweather. Hasil pene¬litian didapatkan akurasi prediksi cuaca maritim tertinggi, yaitu: suhu udara, kelembaban udara, kecepatan arus laut, tinggi gelombang dan curah hujan adalah 83%, 84.5%, 87 %, 85.7% dan 95%.
Keywords
android; cuaca maritim; prediksi cuaca maritim
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