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Journal : Sinergi

DIAGNOSIS OF INDUCTION MOTOR BEARING DEFECT USING DISCRETE WAVELET TRANSFORM AND ARTIFICIAL NEURAL NETWORK Gigih Priyandoko; Istiadi Istiadi; Diky Siswanto; Dedy Usman Effendi; Eska Riski Naufal
SINERGI Vol 25, No 1 (2021)
Publisher : Universitas Mercu Buana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22441/sinergi.2021.1.005

Abstract

Induction motor is electromechanical equipment that is widely used in various industrial applications. The research paper presents the detection of the defect to three-phase induction motor bearing using discrete wavelet transforms and artificial neural networks to detect whether or not the motor is damaged. An experimental test rig was made to obtain data on healthy phase currents or damaged bearings on the induction motor using the motor current signature analysis (MCSA) method. Several mother-level wavelets are chosen on the wavelet method from the obtained current signal. The feature of the wavelet results is used as an input of the Artificial Neural Network to classify the condition of the induction motor. The results showed that the system could provide an accurate diagnosis of the condition of the induction motor.
Co-Authors - Faqih A.A. Ketut Agung Cahyawan W Abd Wahab , Mohd Helmy Adi Saputra, Deni Affi Nizar Suksmawati Affi Nizar Suksmawati Affi Nizar Suksmawati Agatha Korina Intaningtyas Anggarin Anggarin Agustinus Noertjahyana Ahmad Desma Syahputra Ahmad Farhan, Ahmad Ahmad Muzakky Ahmad, Sharifah Sakinah Syed Akbar, Ismail Akhmad Nurhadi Ali Said Alif Dio Raka Wisnu Alif Dio Raka Wisnu Anderias Bai Seran Andriani , Citra Anik Yuesti Antono, Feni Budi April Lia Hananto Ardiansyah Setiawan Arie Restu Wardhani Arie Restu Wardhani Arief Rizki Fadhillah Arofah , Siti Nur Ashuri Nurdiansyah Aviv Yunia Rahman Aviv Yuniar Rahman Aviv Yuniar Rahman Aviv Yuniar Rahman Aviv Yuniar Rahman Biaz Surya Prakasa Body Surya Permana Budiawan, Renaldi Widi Candra Zonyfar Dean Ariesta Aziz Dedi Usman Effendy Dedy Usman Effendi Diky Siswanto Diky Siswanto Dio Amin Putra Dwi Purnomo Dwi Waluyo Putranto Effendi, Dedy Usman Eka Purna Okta Danawan Elko Prayoga Elyana Estyandhika Emma Budi Sulistiarini Eska Riski Naufal Exelino Bata, Jefreydo Fachrudin Hunaini Faqih Faqih Faqih Rofii Fauzi Ahmad Muda Feni Budi Antono Ferry Irmawan Firdaus Iman Ubaidillah Firman Nurdiansyah Firman Nurdiyansyah Firman Nurdiyansyah, Firman Fitri Marisa Fitri Marisa Fitri Marisa Fitri Marisa Fitri Marisa Fitri Marisa Fitri Marisa Fitri Marissa Galih Wicaksana Ghafur, A Hanif Saha Grace Januaria Taolin Dirma Hadian Artanto Handajani, Endah Tri Esti Handoko, Rizki Hermawan Suprayogi Hero Diogenes Adoe Ilham Rumaf Ilhamsyah Ilhamsyah Indra Dharma Wijaya Irfan Indra Kurniawan Irsandi Satria Wicaksana jauhar, afif Joko Wahyunarto Kartika Yuli Triastuti khusniyatul latifah Kris Inur Firman Sugiarto Kristianingrum Kristianingrum, Kristianingrum Kuncahyo Setyo Nugroho Kuncahyo Setyo Nugroho Larangga Herdianzenda Laurentino Da Costa Liliana De Deus Lutfi Erik Prasetyo Magai, Etinus Maheza Fresmanda, Muhammad Mamba’us Sa’adah MARIFANI FITRI ARISA Maukar, Anastasia L Mochamad Tri Anjasmoros Mochammad Tirta Yovresa MOHAMMAD YUSUF Monica Putri Indrayati Monica Putri Indrayati Muhammad Agus Sahbana Muhammad Ifan Fanani Muhammad Januar Wicaksono Mukhsim, Muhamad Mustakim Mustakim Nada Zuhriyah Napulun, Kanisius Naufal, Eska Riski Niken Paramita Pradana, Muhammad Rangga Adi Priyandoko Gigih Putra Kurniawan, Rizky Putra, Rangga Pahlevi Putra, Sumartono Ali Putranto, Dwi Waluyo Rahma Fitriani Rangga Pahlevi Rangga Pahlevi Putra Rayana Jaka Surya Renaldi Widi Budiawan Ridha, Mohammad Riska Suryanti Putri Riska Suryanti Putri Riska Suryanti Putri Rivaldiknas Gampar, Philipus Rizki Handoko Rudy Joegijantoro, Rudy Sabar Setiawidayat, Sabar Sahar, Nan Mad Sandi probo sarjono Sandi Tyas Wahyu Sarina Sulaiman Silviana Silviana Suksmawati, Affi Nizar Syahroni Wahyu Iriananda, Syahroni Wahyu Tjiptoheriyanto, Prijono Triastuti, Kartika Yuli Ubaidillah, Firdaus Iman Udin, M Diya Verdiansyah, Egi Wahyu Iriananda, Syahroni Wicaksono, Padang Wisnu, Alif Dio Raka Yeni Prasetio Hadi Yuliana Rachmawati Yuninda Wulan Sari Yuninda Wulan Sari