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All Journal AL-TA´LIM Journal of Engineering and Technological Sciences JMPM: Jurnal Matematika dan Pendidikan Matematika Prima: Jurnal Pendidikan Matematika International Journal for Educational and Vocational Studies MATHEMA: JURNAL PENDIDIKAN MATEMATIKA Primatika : Jurnal Pendidikan Matematika Community Services and Social Work Bulletin JPM Pambudi
Yunis Sulistyorini, Yunis
IKIP Budi Utomo Malang
Agriculture, Biological Sciences & Forestry Humanities Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Environmental Science Languange, Linguistic, Communication & Media Mathematics Social Sciences Other

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Journal : Journal of Engineering and Technological Sciences

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Thunderstorm Algorithm for Determining Unit Commitment in Power System Operation Afandi, A.N.; Sulistyorini, Yunis
Journal of Engineering and Technological Sciences Vol 48, No 6 (2016)
Publisher : ITB Journal Publisher, LPPM ITB

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (163.608 KB) | DOI: 10.5614/j.eng.technol.sci.2016.48.6.7

Abstract

Solving the unit commitment problem is an important task in power system operation for deciding a balanced power production between various types of generating units under technical constraints and environmental limitations. This paper presents a new intelligent computation method, called the Thunderstorm Algorithm (TA), for searching the optimal solution of the integrated economic and emission dispatch (IEED) problem as the operational assessment for determining unit commitment. A simulation using the IEEE-62 bus system showed that TA has smooth convergence and is applicable for solving the IEED problem. The IEED’s solution is associated with the total fuel consumption and pollutant emission. The proposed TA method seems to be a viable new approach for finding the optimal solution of the IEED problem.
Co-Authors A.N. Afandi Afandi, Arif Ali Djamhuri Dian Fitri Argarini, Dian Fitri Fujita, Goro Irham Fadlika Kalli, Yohanes Ndara Kartika, Era Dewi Khairunisa, Helda Kornelius Kamargo/Irawan Dwi Wahyono Kornelius Kamargo Langlang Gumilar Mahbub, Roihul Nok izatul yazidah, Nok izatul Nugroho, Syifa Alfina Purwaning Budi Lestari, Purwaning Budi Riyanto Riyanto Safitri, Rizky Romadhonah Sakura A, Michiko Ryuu Saputra, Nisvu Nanda Sias, Quota Alief Siti Napfiah Sumitro, Nopem K. Surahman, Harry Tahilia, Yohanes Laba Tutkun, Nedim WA, Farrel Candra Wardani, Novia Kusuma Yuni Rahmawati