Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : ELKHA : Jurnal Teknik Elektro

Klasterisasi Kerusakan Bearing Motor Induksi 3 Fasa Menggunakan Metode Transformasi Wavelet Diskrit dan K-Medoids Naufal, Eska Rizqi; Priyandoko, Gigih; Hunaini, Fachrudin
ELKHA : Jurnal Teknik Elektro Vol. 12 No. 2 October 2020
Publisher : Faculty of Engineering, Universitas Tanjungpura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26418/elkha.v12i2.41511

Abstract

The 3 phase induction motor is a reliable and strong motor also has cheap price. However induction motor are also vulnerable, from the result of survey conducted by Electric Power Research Institute (EPRI), there are 41% cases of damage occur in the bearing caused by working environment condition, bearing age, and several other factors. Bearing fault is not easily to identified, with applying the data extraction method using the Discrete Wavelet Transform (DWT) and the K-Medoids clustering method will facilitate the identification process. The extraction method will pass the data in the form of current signals into the digital filter (Low Pass Filter and High Pass Filter) to be mapped into the region of frequency and time simultaneously, and clustering method will group data based on certain characteristics. Based on the clustering tests that have been done on the 3 phase induction motor current signal data with 3 bearing conditions, the Discrete Wavelet Transformation with mother wavelet bior1.1 decomposition level 2 and K-Medoids produce an accuracy rate of 86.8%.
Co-Authors Agatha Korina Intaningtyas Anggarin Anggarin Agus Tugas Sujianto Ahmad Desma Syahputra Ahmad Rusli Wahyu Setiawan Aji Suraji Alvin Dio Nugraha Ananda Setia Wardana Andreas, Alfrino Andy Hardianto Ardiansyah Setiawan Arnaz Asa Sholeh Biaz Surya Prakasa bin Abdullah, Khairul Annuar Budaya, Gilang Anggit Choi Kah Wei Citra Andriani Dedi Usman Effendy Dedy Usman Effendi Dedy Usman Effendy Dettha Restya Utami Diky Siswanto Diky Siswanto Siswanto Effendi, Dedy Usman Efistein Naga Elko Prayoga Endah Puspitosarie Eska Riski Naufal Fachrudin Hunaini Fajarianto, Otto Fanani, Muhammad Ifan Faqih Rofii Farid Yanuar Ferena Ayu Novita Puspitarini Fikri Dio Zakaria Frida Dwi Anggraeni Ghaniy Raharja Grace Januaria Taolin Dirma Hadisujoto, Ignatius Budi Hermawan Suprayogi Hunaini, Fachrudin Ignatius Budi Hadisujoto Istiadi Istiadi Istiadi Ivana Tri Mulyani Boboy Kurniawan, Tedi Kushendarsyah Saptaji Laily Ainur Rofiqoh Lilik Hardiana Louis Ola Koten Ming, Tan Yee Mochammad Rivan Satriawan Mohamad Mukhsim Mohammad Mukhsim Mohammad Yusuf, Mohammad Mohd Fairusham Ghazali Mohd Helmy Abd Wahab Mohd Rahim, Mohd Shafry Mohd Soffie, Saffirna Mokhammad Saddam Yusuf MS Hendriyawan Achmad Muchamad Lukman Fauzi Muhamad Rusydi Roslan Nada Zuhriyah Naga, Efistein Nan Mad Sahar Nanda Budiarta Sabela Naufal, Eska Riski Naufal, Eska Rizqi Octaviani Mustikawaty Pradana, Muhammad Rangga Adi Purbo Suwandono Rangga Pahlevi Putra Rayana Jaka Surya Reihan Nur Ramdhan Ririen Prihandarini Riska Suryanti Putri Riska Tea Ayu Cindy Mavia Sabar Setiawidayat Saffirna Mohd Soffie Saptaji, Kushendarsyah Setiawati, Santa Sholeh, Arnaz Asa Siti Nur Arofah Sitti Wuryan Romdania Suryasa, I Nyoman Tan Siew Fun Tan Siew Fun Tedi Kurniawan Tsabitah Rahmawati Wahju Wulandari Wahyu Siti Ulam Sari Wawang Aditya Dwi Laksana Wei, Choi Kah Widyarto, Setyawan Yuni Agung Nugroho