IMPLEMENTASI METODE SUPPORT VECTOR MACHINE DALAM MEMPREDIKSI TITIK KEBOCORAN PIPA AIR BERDASARKAN PERUBAHAN TEKANAN

NIZAL, M. and Passarella, Rossi and Exaudi, Kemahyanto (2019) IMPLEMENTASI METODE SUPPORT VECTOR MACHINE DALAM MEMPREDIKSI TITIK KEBOCORAN PIPA AIR BERDASARKAN PERUBAHAN TEKANAN. Undergraduate thesis, Sriwijaya University.

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Abstract

Provinsi Sumatera selatan tepatnya di kota Palembang sering mengalami masalah pada pasokan air bersih yang didistribusikan kerumah masyarakat. Hal ini disebabkan oleh seringnya terjadi kebocoran pipa. Kebocoran pipa menyebabkan terjadinya perubahan tekanan pada setiap jaringan pipa air. Perubahan tekanan ini dapat dianalisis secara komputerisasi untuk dapat memprediksi posisi kebocoran pipa. Penelitian ini bertujuan untuk mengetahui posisi kebocoran pipa berdasarkan perubahan tekanan dengan menggunakan metode Support Vektor Machine (SVM). Variabel prediktornya Menggunakan data sensor tekanan upstream dan downstream. Berdasarkan hasil pengujian yang telah dilakukan metode SVM berhasil memprediksi berbagai posisi kebocoran dengan baik.

Item Type: Thesis (Undergraduate)
Uncontrolled Keywords: Support Vektor Machine (SVM), Deteksi Kebocoran Pipa, Radial Basis Gausian, Perubahan Tekanan
Subjects: T Technology > T Technology (General) > T59.7-59.77 Human engineering in industry. Man-machine systems
Divisions: Faculty of Computer Science > 56201-Computer Systems (S1)
Depositing User: Administrator Library
Date Deposited: 24 Jul 2019 07:51
Last Modified: 02 Aug 2019 07:41
URI: http://repository.unsri.ac.id/id/eprint/675

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