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All Journal Jurnal Teknologi Informasi dan Ilmu Komputer JOIV : International Journal on Informatics Visualization Jurnal SOLMA Albacore : Jurnal Penelitian Perikanan Laut Multitek Indonesia : Jurnal Ilmiah IJoASER (International Journal on Advanced Science, Education, and Religion) Infotekmesin Journal of Robotics and Control (JRC) Jurnal Elkolind : Jurnal Elektronika dan Otomasi Industri Jurnal Ners International Journal of Marine Engineering Innovation and Research Journal of Applied Smart Electrical Network and System (JASENS) Indonesian Journal of Engineering Research Jurnal Al-Qiyam Jurnal Tana Mana Joutica : Journal of Informatic Unisla Nusantara Journal of Computers and its Applications Jurnal 7 Samudra Politeknik Pelayaran Surabaya Jurnal Teknologi Maritim Jurnal Cakrawala Maritim Joong-Ki
Arfianto, Afif Zuhri
Politeknik Perkapalan Negeri Surabaya
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Journal : Infotekmesin

 1 
Alat Deteksi Suara Gergaji Sebagai Indikasi Awal Terjadinya Penebangan Menggunakan Metode Convolutional Neural Network Ana Surya Ningrum; Adianto; Rini Indarti; Edy Setiawan; Afif Zuhri Arfianto; Zindhu Maulana Ahmad Putra
Infotekmesin Vol 15 No 2 (2024): Infotekmesin, Juli 2024
Publisher : P3M Politeknik Negeri Cilacap

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35970/infotekmesin.v15i2.2304

Abstract

Illegal logging in Indonesia is no small problem, with illegal logging causing damage to forest resources in terms of quantity, quality and ecosystem. Many efforts have been taken by the Indonesian government, but it has not been effective in dealing with this problem, due to limited supervision. From this problem, a chainsaw sound detection system was designed as an early indication of logging activity. This system is equipped with four MAX4466 sound sensors using the Convolutional Neural Network method. This system also uses data processing so that the chainsaw sound can be recognized by the system specifically and can communicate remotely with the use of LoRa RFM95. Thus, the system can identify the sound of the chainsaw with a maximum distance of 50 m, the success accuracy of the CNN model created reaches 97.5%, and can be integrated with WhatsApp in realtime.
Alat Deteksi Suara Gergaji Sebagai Indikasi Awal Terjadinya Penebangan Menggunakan Metode Convolutional Neural Network Surya Ningrum, Ana; Adianto; Indarti, Rini; Setiawan, Edy; Arfianto, Afif Zuhri; Ahmad Putra, Zindhu Maulana
Infotekmesin Vol 15 No 2 (2024): Infotekmesin, Juli 2024
Publisher : P3M Politeknik Negeri Cilacap

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35970/infotekmesin.v15i2.2304

Abstract

Illegal logging in Indonesia is no small problem, with illegal logging causing damage to forest resources in terms of quantity, quality and ecosystem. Many efforts have been taken by the Indonesian government, but it has not been effective in dealing with this problem, due to limited supervision. From this problem, a chainsaw sound detection system was designed as an early indication of logging activity. This system is equipped with four MAX4466 sound sensors using the Convolutional Neural Network method. This system also uses data processing so that the chainsaw sound can be recognized by the system specifically and can communicate remotely with the use of LoRa RFM95. Thus, the system can identify the sound of the chainsaw with a maximum distance of 50 m, the success accuracy of the CNN model created reaches 97.5%, and can be integrated with WhatsApp in realtime.
Co-Authors A Aminudin A S Setiyoko Abdul Latif Abdul Latif Achda Atma Azizah K Adhitya, Ryan Yudha Adi Susanto Adianto Adianto Adianto Adianto Aditya Maharani Agus Khumaidi Agus Khumaidi Agus Widodo, Hendro Ahmada, Ezra Adillafasyah Aldian Dwi Pamungkas Am Maisarah Disrinama Ana Surya Ningrum Anda Iviana J Andi Gofer Alvian Andrei Widjanarko Andri Atmoko, Rachmad Anggi Kirana, Lailicia Ani Dwi Ratnasari Ar Rahmah, Nur Zafira Arya Ari Wibawa Budi Santosa Ari Wibawa Budi Santosa Artanti, M. D. As'ari, Nur Hasyim As'ari Asmara, I Putu Sindhu Asri, Purwidi Bagas Aji Saputra Bambang Teguh Setiawan Basuki Rahmat Binti Mualifatul Rosydah Burjulius, Renol C R Handoko C. I. Sutrisno Chikita Anisa Poerestika D A Utari Deni Oktavina Radiant Denny Dermawan Dewa Pamungkas Dewa Pamungkas Dhiyavia, Fuad Dian Asa Utari Didik Sukoco Dika Rahayu W Dimas Pristovani Riananda Dimas Pritovani Riananda Dody Hidayat Dwi Sasmita Aji Pambudi Edy Prasetyo Hidayat Edy Prasetyo Hidayat, Edy Prasetyo Edy Setiawan Eko Poetro, Joessianto Eko Supriyanto Elsayed T.Helmy Elsayed T.Helmy Erna Erna, Erna Farhad Waseel Farizi Rachman H A Widodo Hariyanto Soeroso Hasin, Muhammad Khoirul Hendra Agus Widodo Hendro Agus Widodo Hendro Agus Widodo Hery Sutrawan Nurdin, Hery Sutrawan Hozairi I Nyoman Gunantara Ii Munadhif Iie Suwondo Iie Suwondo Ika Erawati Imam Sutrisno Imam Sutrisno Isa Rachman Iskandar Iskandar Iskandar Joessianto Eko Poetro Kunal Kunal Kunal Kunal Kunal, Kunal Laili Ayu Sa’diah Lailicia Anggi Kirana Lanang Ilham Kelana Lena, Sonty Lilik Subiyanto Lisa Agustin M B Rahmat Mat Syai'in Mochamad Dhani Inwanul Farikh Mohammad Abu Jamii’in Mohammad Abu Jami’in Mohammad Basuki Rahmat Mohammad Basuki Rahmat, Mohammad Basuki Muhamad Nasir MUHAMMAD NIAL ALANUS SHOLAH Muhammah, Anisatul Mujtaba Fa'akuli Zazila Munandar, Erik Nancy Nurinasari Nguyen Phong, Thanh Nugroho, Agung Nur Hudha Wijaya Padang Tunggal, Tatiya Prayoga, Yusma'el Khammi Prisma Megantoro Priyangga, Bayu Putra, Zindhu Maulana Ahmad Rachmad Andri Atmoko Rachmad Andri Atmoko Radianto, Denny Oktavina Ramadhan, Novalliansyah Ramadhan Rehardendi, Dimas Afif Renanda Nia Rachmadita Riananda, Dimas Pristovani Rinanto, Noorman Rini Indarti Rini Indarti Rizal Indrawan Robbi Rahim Ryan Yudha Adhitya Sa'diyah, Aminatus Santosa, A. F. Saputra, Bagas Aji Setiyono, Dwi Agus Sheilla Nurlailly Insani Subagio So’im Subagio Soim Subekti, Joko Sudiyono Sudiyono Sugeng Santoso Surya Ningrum, Ana Suwandi, Donny Aryo Seno Syamsiar, Syamsiar T.Helmy, Elsayed Tarikh Azis Ramadani Tatiya Padang Tunggal Thanh Nguyen Phong Tri Budi Santoso Trio Andika Putra Valian Yoga Pudya Ardhana Waseel, Farhad Widjanarko, Andrei Yuda Irawan Yuniati, R.A. Norromadani Zindhu Maulana Ahmad Zindhu Maulana Ahmad Putra Zindhu Maulana Ahmad Putra