Reliability Improvement of Tembilahan Steam Power Plant with Additional Generating Capacity

  • Fadhil M Hanafi Universitas Riau
  • Dian Yayan Sukma Universitas Riau
Keywords: Reliability, LOLP, LOLE, Generation System

Abstract

To ensure good generating system reliability, the presence of operating generating units or adequate power reserves in the generating system is very important. The availability of power reserves in the system depends on various factors, including the frequency of disturbances in generating units and the peak capacity required by the system. One example of a generating system is the Tembilahan steam power plant, which has a capacity of 2 × 7 MW and serves a peak load of 14.31 MW in 2019 until 2022. However, in that period, the reliability of the generating system, as measured by the loss of load expectation (LOLE) index, only reached 33 days/year, far below the standard of the State Electricity Company (Perusahaan Listrik Negara, PT PLN) 2021 to 2030 Electricity Supply Business Plan (Rencana Usaha Penyediaan Tenaga Listrik, RUPTL) of 1 day/year. To improve the reliability of the Tembilahan steam power plant generation system in 2027, an analysis is needed to consider the procurement period of the plant and the availability of land in the system. This analysis involves using the recursive convolution method to calculate the loss of load probability (LOLP)/ loss of load expectation (LOLE) index and the simple linear regression method to estimate the peak load in that year. Based on the results of the analysis, it was found that the addition of three generating units of 7 MW could improve the reliability of the generation system. The area required for these additional units was 2,030.91 m2 and the available land was still sufficient. After the improvements were made, the reliability index LOLE of the generating system increased to 0.078 days/year for the year 2027, meeting the standards for the reliability level of the plant based on PT PLN’s 20212030 RUPTL.

References

P.F. Ferdinant, L. Nurdiana, and A. Irman, “Evaluation of Power Plant Reliability Using Index Loss of Load in the Suralaya Power Plant,” IOP Conf. Ser. Mater. Sci., Eng., Vol. 909, No. 1, pp. 1–9, Dec. 2020, doi: 10.1088/1757-899X/909/1/012070.

R.A. Putra, I.T. Yuniahastuti, and R.D. Laksono, “Skenario Perbaikan Nilai Keandalan Loss of Load Probability pada PLTH Pantai Baru Pandansimo,” ELECTRA Elect. Eng. Art., Vol. 2, No. 1, pp. 16–22, Sep. 2021, doi: 10.25273/electra.v2i1.10500.

C.B. Jones et al., “Switch Location Identification for Integrating a Distant Photovoltaic Array Into a Microgrid,” IEEE Access, Vol. 10, pp. 57902–57913, May 2022, doi: 10.1109/ACCESS.2022.3177143.

“Rencana Usaha Penyediaan Tenaga Listrik (RUPTL) PT Perusahaan Listrik Negara (Persero) Tahun 2021 sampai dengan Tahun 2030,” The Ministry of Energy and Mineral Resources, 2021.

U. Albab and D.Y. Sukma, “Upaya Peningkatan Indeks Keandalan Sistem Pembangkit dengan Peningkatan Kapasitas Sistem Pembangkit,” J. Online Mhs. Fak. Tek., Vol. 6, No. 2, pp. 1–6, Jul.–Dec. 2019.

R.D. Laksono, I.T. Yuniahastuti, and A.P.P. Prakoso, “Skenario Peningkatan Keandalan Sistem Pembangkit Tenaga Listrik di Wilayah Bali Berdasarkan LOLP,” ELECTRA Elect. Eng. Art., Vol. 2, No. 1, pp. 39–45, Sep. 2021, doi: 10.25273/electra.v2i1.10525.

I. Saputra and D.A. Kristiyanti, Machine Learning untuk Pemula. Bandung, Indonesia: Informatika, 2022.

D. Suswanto, Teknik dan Sistem Distribusi Tenaga Listrik untuk Mahasiswa Teknik Elektro, ed. 1. Padang, Indonesia: Jurusan Teknik Elektro Fakultas Teknik Universitas Negeri Padang, 2009.

C.E. Simbolon, “Penerapan Algoritma Regresi Linier Sederhana dalam Memprediksi Keuntungan dan Kerugian Kelapa Sawit PT. Sri Ulina,” J. Inf. Syst. Res. (JOSH), Vol. 2, No. 2, pp. 169–172, Jan. 2021.

N.H. Sugiarto (2021) “Mengenal Analisis Regresi Non-linear dalam Statistik,” [Online], https://lab_adrk.ub.ac.id/id/mengenal-analisis-regresi-non-linear-dalam-statistik/, access date: 25-Jul-2023.

A.N. Widiastuti, S. Sarjiya, K.A. Pinanditho, and E.T. Prastyo, “Evaluasi Keandalan Perencanaan Pembangkit Wilayah Jawa-Bali dengan Mempertimbangkan Ketidakpastian Peramalan Beban,” J. Nas. Tek. Elekt., Teknol. Inf., Vol. 6, No. 2, pp. 230–234, May 2017, doi: 10.22146/jnteti.v6i2.320.

M.J.A.H. Saleh, S.A.A.H. Abdulla, A.M.A.A. Altaweel, and I.S. Qamber, “LOLP and LOLE Calculation for Smart Cities Power Plants,” 2019 Int. Conf. Innov., Intell. Inform., Comput., Technol. (3ICT), 2019, pp. 1–6, doi: 10.1109/3ICT.2019.8910296.

Sunarwoko, E. Elsafan, L. Suhaimi, and C. Hudaya, “Improving Loss of Load Probability Through Biomass Power Plant Integration: A Case Study in Tanjung Balai Karimun,” 2019 IEEE Int. Conf. Innov. Res., Dev. (ICIRD), 2019, pp. 1–5, doi: 10.1109/ICIRD47319.2019.9074713.

S. Herlambang, “Implementasi Fungsi Rekursif dalam Algoritma dan Perbandingannya dengan Fungsi Iteratif.” Access date: 21-Mar-2023, [Online], https://informatika.stei.itb.ac.id/~rinaldi.munir/Matdis/2008-2009/Makalah2008/Makalah0809-079.pdf

R.L. Sullivan, Power System Planning, ed 1. New York, AS: McGraw Hill, 1977.

R.A. Putra and I.T. Yuniahastuti, “Perhitungan Keandalan Pembangkit Loss of Load Probability (LOLP) untuk N unit Pembangkit,” ELECTRA Elect. Eng. Art., Vol. 1, No. 2, pp. 13–19, Mar. 2021, doi: 10.25273/electra.v1i2.8960.

S. Sanajaoba, “Optimal Sizing of Off-Grid Hybrid Energy System Based on Minimum Cost of Energy and Reliability Criteria Using Firefly Algorithm,” Sol. Energy, Vol. 188, pp. 655–666, Aug. 2019, doi: 10.1016/j.solener.2019.06.049.

M. Čepin, “Evaluation of the Power System Reliability If a Nuclear Power Plant Is Replaced with Wind Power Plants,” Reliab. Eng., Syst. Saf., Vol. 185, pp. 455–464, May 2019, doi: 10.1016/j.ress.2019.01.010.

R. Billinton and R.N. Allan, Reliability Evaluation of Power Systems, ed 2. New York, AS: Plenum Press, 1996.

S.A. Rashidaee, T. Amraee, and M. Fotuhi-Firuzabad, “A Linear Model for Dynamic Generation Expansion Planning Considering Loss of Load Probability,” IEEE Trans. Power Syst., Vol. 33, No. 6, pp. 6924–6934, Nov. 2018, doi: 10.1109/TPWRS.2018.2850822.

I.S. Qamber, “Novel Modeling of Forced Outage Rate Effect on the LOLP and LOLE,” Int. J. Comput., Digit. Syst., Vol. 9, No. 2, pp. 229–237, Mar. 2020, doi: 10.12785/IJCDS/090208.

Y.Y. Hong, C.I. Wu, T.H. Hsiao, and C.S. Lin, “Reliability of a Power System with High Penetration of Renewables: A Scenario-Based Study,” IEEE Access, Vol. 9, pp. 78050–78059, May 2021, doi: 10.1109/ACCESS.2021.3083793.

I.S. Qamber, “Loss of Load Probability effect on Four Power Stations,” 2019 Int. Conf. 4th Ind. Revolut. (ICFIR), 2019, pp. 1–4, doi: 10.1109/ICFIR.2019.8894781.

Published
2023-11-13
How to Cite
Fadhil M Hanafi, & Dian Yayan Sukma. (2023). Reliability Improvement of Tembilahan Steam Power Plant with Additional Generating Capacity. Jurnal Nasional Teknik Elektro Dan Teknologi Informasi, 12(4), 249-256. https://doi.org/10.22146/jnteti.v12i4.7507
Section
Articles