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Journal : Journal of Applied Data Sciences

Modeling and Control of a Based Extreme Learning Machine as Distributed Setpoint for the HEPP Cascade System in a Nickel Processing Plant Sarira, Yayan Iscahyadi; Syafaruddin, Syafaruddin; Gunadin, Indar Chaerah; Utamidewi, Dianti
Journal of Applied Data Sciences Vol 5, No 2: MAY 2024
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v5i2.211

Abstract

The aim of this research is to model the cascade system of hydropower plants in order to predict the set point power value of each generator. The model simulates several input data variables to obtain an accurate prediction of the set point value. Various historical data are used in this study to evaluate the relationship between input and output variables. This paper presents an Extreme Learning Machine (ELM) method for modeling system models and generating set point values for each generator in a hydroelectric power plant (HEPP) cascade system in a nickel processing plant (NPP). The issue of coordination time between the production and utility departments is addressed. The research aims to use the ELM method to auto-generate setpoint values.  The MATLAB application serves as a simulator for generating the expected Extreme Learning Machine (ELM) model.  As a result, this allows for automatic changes to the set point of each generator in the cascade system. The ELM method yields a MAPE value of 13.94%, indicating accurate predictions.
Co-Authors A Ifayani Haanurat A. Munir Abiwan, Ahmad Ridho Afriza, Afriza Agustina Aji, M Bagas Prasetyo Alam Tauhid Syukur, Alam Tauhid Alisha, Wieta Devy Amin, Amelia Rezky Amin, Amelia Rezky Septiani Andi Mappatompo Anggara, Arie Anggraeni, Lisa Apriansyah, Muhammad Ansar Areni, Intan Sari azmi, armaya B, Syamsuddin Bin Yusof, Muhammad Safwan Bungawati Bungawati, Bungawati Cahayani, Erna Cahyani, Erna Cici Tresniawati Damayanty, Rizka Dambe, Jumriani Dani Dani DESI KURNIA DESTRIANA DESTRIANA, DESTRIANA Dewiani Dewiani Dodi Andika Ar Enny Randriani Fadila, Yosi Fadjry Djufri Faisar Ananda Arfa, Faisar Ananda Faizah Mastutie Fitri, Arfa Desa Fuad, Zainul Fuadi, Wirdatul Ginting, Rahelina Gunadin, Indar Chaerah Haidir, Hala Hamsah Hamzah Hasyim Hamzah, Mhd. Handayani, Anastasyia Handi Supriadi Harahap, Rossa Hadana Hardianti Hardianti, Hardianti Hartati Hartati Hartono Hartono Hasibuan, Alwi Hamdani Hasibuan, Kalijunjung Hasibuan, Mahmuddin Hasibuan, Sutan Botung Hiola, Ridha Hutahaean, Nelson Ika Nurani Dewi Ikhlas Kitta Indah Sulistiyorini Indah Sulistyorini, Indah Islamabad, Oki Isnaini Isnaini Iyakrus Jumrotun, Siti Kardina, Kardina Khairina Khairina, Khairina Kurniadi, Ahmad La Ode Sahaba Lase, Albert Yasokhi M A Nasution M. B. Pabendon, M. B. M. Syakir Mahyudin Ritonga Mardin, Mardin Maskromo, Ismail Meirizal Usra, Meirizal Mesiono, Mesiono Meynarti Sari Dewi Ibrahim Mikail, Ibrahim Mochamad Hadad EA Morinda, Claudio Gita Muh. Ferils Muhammad Adil, Muhammad Mukarrobin, Ahmad Mulia, Ahmad Perwira Mursal Aziz Nasrullah Nasrullah Nasution, Hasan Bakti Nasution, Toni Nasution, Zaid Perdana Natawijaya, Azis Ndruru, Linihaogo Noviadi, Pitri Novrikasari Novrikasari, Novrikasari Nuddin, Muhammad Nurfadillah Nurfadillah NURHASNAWATI NURHASNAWATI Nurliani Bermawie Palantei, Elyas Putri, Salsabillah Quintina, Aurora Ramadhan, Al Akbar Rahmat Riko Riko Rini Setyaningsih Rismayanti Rismayanti Rizky, Muhammad Al Rohman, Dede Rubiyo Rubiyo Ruslan, Reka Salama Manjang Saleh, Wahyuni Salim Salim Sarira, Yayan Iscahyadi Septiani Amin, Amelia Resky Septiani Amin, Amelia Rezky Siahaan, Ahmad Taufik Al Afkari SILVI ARYANTI, SILVI Soleh Solahuddin Sudarsono Suharja, Suharja Surya Dharma Suyuti, Suyuti Syafaruddin, Andi Riska Andreani Syahbarani, Hendra Syamsuramel, Syamsuramel Syukri, Makmur Tanjung, Dhiauddin Tanjung, Zulkifli Tolentino, Tolentino Usiono Usiono Utami, Meidy Putri Utami, Septiana Dwi Utamidewi, Dianti Victorian, Ahmad Richard Wahyu Indra Bayu Wardi Wardi Yasa, Ibnu Yuanita Windusari Yudistira, Srikandi Yunus, Andi Ibrahim Yusfi, Herri Zahara, Elvi