CALCULATION OF GENERATOR REABILITY INDEX WITH LOAD FORECASTING AT PLTU (ELECTRIC STEAM POWER PLANT) ANGGREK IN GORONTALO

Authors

  • Irna Tri Yuniahastuti Departement of Electrical Engineering, Universitas PGRI Madiun, East Java, Indonesia
  • Tedy Ardiansyah Departement of Electrical Engineering, Universitas PGRI Madiun, East Java, Indonesia

DOI:

https://doi.org/10.46565/jreas.202274430-435

Keywords:

LOLP;, Planned outage;, Maintance outage;, Force outage rate (FOR);

Abstract

The calculation of the reliability at the PLTU Anggrek 2×25 MW Gorontalo obtained a LOLP value of 61.5 days/year. This value was still above the standard
reliability value of PLN, this was due to the occurrence of PO (Planned Outage) and MO (Maintenance Outage) in unit 2 in June-July 2021, namely in the
form of the first-year inspection in July. The FOR (Force Outage Rate) value was calculated based on the disturbance data from the generator in 2021. The
daily load value was obtained from the load forecast value in January-July using FIS (Fuzzy Inference System) Mamdani type using the Matlab Toolbox. The
error value in the proposed load forecast was 8%. The rules that had been compiled were used to predict expenses in August-December 2021. From the results
of forecasting From the results of forecasting expenses, it was found that the trend of expenses was increasing every month.
left with 10-pt Times New Roman bold. The abstract must be contained in one paragraph.

References

[1] “Badan Pusat Statistik,” [Online]. Available: https://gorontalokota.bps.go.id/indicator/7/197/1/jumlah-pelanggan-listrik-pt-pln-persero-menurut-bulan-.html. [Diakses Agustus 2021].
[2] A. N. Widiastuti, Sarjiya, K. A. Pinandhito dan E. T. Prastyo, “Evaluasi Keandalan Perencanaan Pembangkit Wilayah Jawa Bali dengan Mempertimbangkan Ketidakpastian Peramalan Beban,” JNTETI, vol. VOl 6; No 2, pp. 230-234, Mei 2017.
[3] K. Khan, Evaluation of Loss of Load Probability and Expected Energy Generation in Multi-Area Interconnected System with Wind Generating Units, New York: State University of New York, 2013.
[4] D. Marsudi, Operasi Sistem Tenaga Listrik, Yogyakarta: Graha Ilmu, 2006.
[5] R. R. Dharmawan dan U. T. Kartini, “Analisis Indeks Keandalan PLTGU Blok 1 PT PJB UP Gresik Menggunakan Perhitungan Teorema Bayes dan Decomposisi LU,” Jurnal Teknik Elektro, vol. 09 Nomer 03, pp. 658-665, 2020.
[6] H. D. Laksono, “Aplikasi Logika Fuzzy pada Perkiraan Kebutuhan Energi Lisrik Jangka Panjang di Provinsi Sumatra Barat sampai tahun 2018,” Jurnal Teknologi Informasi & Pendidikan, vol. Vol 3; No 1, pp. 42-53, Maret 2011.
[7] I. Qamber, "Loss of Load Probability Effect in Four-Power Stations," dalam International Conference on Fourth Industrial Revolution, University of Bahrain, 2019.
[8] A, “ PT PJB Service Unit PLTU Anggrek,” Gorontalo, 2021.
[9] R. F. S. Budi, M. D. Birmano dan I. Bastori, “Pemodelan Perhitungan Indeks Lost of Load Probability untuk N Unit Pembangkit pada Sistem Kelistrikan Opsi Nuklir,” Jurnal Pengembangan Energi Nuklir, vol. Vol 19; No 2, pp. 61-68, 2017.

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Published

2023-03-14

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Section

Articles