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ITS » Undergraduate Theses » Teknik Elektronika - D4
Posted by sarwono@its.ac.id at 12/04/2010 12:36:07  •  3143 Views


ALGORITMA PENGENDALIAN SISTEM PEMBUAT GELOMBANG MENGGUNAKAN JARINGAN SARAF TIRUAN JST SECARA ONLINE UNTUK WAHANA PERMAINAN AIR

ONLINE ARTIFICIAL NEURAL NETWORK ANN ALGORITHM TO CONTROL WAVE MAKER SYSTEM FOR WATER TOYS

Author :
Aziz, Muchammad Syaiful ( 7105040015 )




ABSTRAK

Wahana permainan air adalah suatu tempat pariwisata yang menarik. Pada tugas akhir ini dibuat algoritma Jaringan Saraf TiruanJST sebagai kontrol system pembangkit gelombang air secara Online Learning. Sistem ini dibuat menggunakan bahasa pemrograman Visual Basic sebagai aplikasi JST. Model JST yang dipakai adalah kontrol JST Backpropagation. Algoritma ini akan membantu sistem untuk belajar dan beradaptasi terhadap perubahan gerakan air. Dengan mengontrol aktuator pembangkit gelombang maka akan diperoleh hasil yangdiinginkan. Pengujian menggunakan PC dan minimum system microcontroller sebagai penerima dan pengirim data dengan IO berupa rangkaian dari komponen RC. Hasilnya gelombang yang keluar dari plant dapat mengikuti set point. yang diinginkan. Untuk memperoleh hasil tersebut JST menggunakan 5 neuron dan 1 learning rate.


ABSTRACT

Toys water is an interest tourism. In this final project use Artificial Neutral Network ANN Algorithm to control wave maker system by online learning. System use visual basic as ANN application. ANN style is backpropagation. ANN would be learn and adaptation in water motion changes by control an wave maker actuator. So will get the dream water wave. The test use PC minimum system with RC circuit IO. the result is wave can follow the willing set point. For get that result JST use 5 neuran and 1 learning rate.



KeywordsJST; komunikasi serial; Beban; Visual Basic; pelatihan
 
Subject:  Neural network (Komputer science)
Contributor
  1. Eru Puspita, S.T., M.Kom
  2. Taufiqurrahman, S.ST
Date Create: 12/04/2010
Type: Text
Format: pdf
Language: Indonesian
Identifier: ITS-Undergraduate-3100010038159
Collection ID: 3100010038159


Source
Undergraduate, Electronics Engineering Polytechnic RSEP 006.3 Azi a, 2009

Coverage
ITS Community Only

Rights
Copyright @2009 by ITS Library. This publication is protected by copyright and permission should be obtained from the ITS Library prior to any prohibited reproduction, storage in a retrievel system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise. For information regarding permission(s), write to ITS Library




[ Download - Open Access ]

  1.  ITS-Undergraduate-9352-7105040015-Abstract_in.pdf - 10 KB
  2.  ITS-Undergraduate-9352-7105040015-Abstract_en.pdf - 7 KB
  3.  ITS-Undergraduate-9352-7105040015-Conclusion.pdf - 13 KB




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