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Journal : Proceeding of the Electrical Engineering Computer Science and Informatics

Combined Computational Intelligence Approach for the Power System Optimization Problem Arif Afandi; Irham Fadlika; Langlang Gumilar; Yuni Rahmawati; Quota Alief Sias; Irawan Dwi Wahyono; Yunis Sulistyorini; Farrel Candra WA; Michiko Ryuu Sakura A
Proceeding of the Electrical Engineering Computer Science and Informatics Vol 5: EECSI 2018
Publisher : IAES Indonesia Section

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (290.959 KB) | DOI: 10.11591/eecsi.v5.1703

Abstract

This paper presents an adoption of a natural phenomenon as Thunderstorm Algorithm (TA) which is applied to solve a problem of the power production composition under various constraints. This work also introduces artificial salmon tracking algorithm (ASTA) for defining the optimal strategy of the power system on the power consumption. Both algorithms are tested on the IEEE-62 bus system as a selected structure for the mathematical cased model. By considering all parameters, results show that ASTA can be applied to predict the power consumption and TA also has good performances while searching the optimal solution. Moreover, the power production can be presented throughout an economic dispatch problem. Technically, this computation demonstrates the optimal solution with fast convergence and short time consumption. These processes also perform smooth and stable characteristics for the searching completion.
Co-Authors A.N. Afandi Abdullah Iskandar Syah Abdullah Iskandar Syah Achmad Fahrul Aji Achmad Fakhri Achmad Safi’i Achmad Syahrudin Fakhri Achmad, Agil Ziddan Afandi, Arif Ahmad Dhaffa' Nibrosoma Aji Prasetya Wibawa Andriansyah, Muhammad Rizal Anik Nur Handayani Anjar Dwi Hariadi Arie Muazib Arif Afandi Aripriharta - Arum Kusuma Wardhany Asfani, Khoirudin Ayu Puwatiningsih Denis Eka Cahyani Dhiyaurrahman Fakhruddin Didik Dwi Prasetya Dita Anies Munawwaroh Dito Valentino Dityo Kreshna Argeshwara Diva Ayu Lestari Dwi Mukti Asmoro Eka Mistakim Erry Asnarindra Faisal Farris Setyawan Fakhri, Achmad Syahrudin Fakhruddin, Dhiyaurrahman Falah, Moh. Zainul Farah Wardatul Afifah Farrel Candra WA Fitri Zakiyatul Azizah Gilang Indrianto Pramono Gunawan, M. Ricko Hariadi, Anjar Dwi Ihsan, Rifqi Al Ira Kumalasari Irham Fadlika Ivandany, Inov Joumil Aidil Saifuddin Junoh, Ahmad Kadri Kornelius Kamargo/Irawan Dwi Wahyono Kornelius Kamargo Kusumawardana, Arya M Rodhi Faiz M. Cahyo Bagaskoro M. Farrel Akbar Firzatullah Michiko Ryuu Sakura A Mistakim, Eka Moh Zainul Falah Moh. Zainul Falah Moh. Zainul Falah Mohamad Rodhi Faiz Monika, Dezetty Muchamad Wahyu Prasetyo Muhammad Afnan Habibi Muhammad Andriansyah Muhammad Jazuli Shubhi Muhammad Jazuli Shubhi Muhammad Rizal Andriansyah Muhammad Sadidul Itqon Mutiar, Mutiar Muttabik Fathul Lathief Nafalski, Andrew Naizatul Zainul Rofiqi Nikmah, Revalina Nazilatun Nugraha, Agil Zaidan Nur Hidayat, Wahyu Prasetyo, Muhammad Arzu Quota Sias Rafli Amirul Husain Ridho Riski Hadi Ridzki, Imron Riya Mustikasari Rizqi, Muhammad Ihsanul Rodhi Faiz Rumokoy, Steven N. Sahroni, Muhammad As’ad Sakura A, Michiko Ryuu Samat, Ahmad Asri Abd Samsul Setumin Setumin, Samsul Setyawan, Faisal Farris Sias, Quota Alief Siti Sendari Soraya Norma Mustika Sujito - Sujito Sujito Sujito Sujito Syah, Abdullah Iskandar Syamsul Arifin Tran Huy Duy Utomo, Imam Tree WA, Farrel Candra Wahyu Tri Handoko Wahyu Tri Handoko Wicaksono, Ibram Adib Yogi Dwi Mahandi Yuni Rahmawati Yunis Sulistyorini Yunis Sulistyorini, Yunis