Peramalan Laju Produksi Minyak Bumi Menggunakan Metode Decline Curve Analysis dan ARIMA

Authors

  • Rahma Wati Program Studi Statistika, Jurusan Matematika, FMIPA, Universitas Mulawarman
  • Sri Wahyuningsih
  • Syaripuddin Syaripuddin

DOI:

https://doi.org/10.34123/jurnalasks.v11i1.155

Keywords:

ARIMA, DCA, Kurva Penurunan, Laju Produksi Minyak Bumi

Abstract

The DCA (Decline Curve Analysis) and ARIMA (Autoregressive Integrated Moving Average) methods are quantitative forecasting methods. The assumption of this method is the previous data aspects will continue in the future. DCA calculation is done by determining decline curve type. ARIMA modeling is done by five steps, those are identification model, estimating parameters, testing the parameters significance, diagnostic checking and forecasting. Based on the results of analysis with DCA, obtained that is exponential decline and the results of forecasting showed the decline that tends to be constant. And the analysis using ARIMA, obtained that is the ARIMA model (1,1,0) and the results of forecasting showed relatively constant fluctuations.

Keywords: ARIMA, DCA, decline curve, the rate of oil production.

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References

Arps, J.J. 1945. Analysis of Decline Curves. Transaction of the AIME, Vol. 160(1), 228-247.

Aswi dan Sukarna. 2006. Analisis Deret Waktu: Teori dan Aplikasi. Makassar: Andira Publisher.

Augusta, J., Ridaliani, O., dan Said, L. 2018. Penentuan Isi Awal Minyak di Tempat dan Peramalan Produksi pada Reservoir V. Prosiding Seminar Nasional Cendekiawan, ke-4, 399-404.

Iyke, A.N dan Princewill, O.N. 2018. Comparative Study of Oil Production Forecast by Decline Curve Analysis and Material Balance. European Journal of Engineering Research and Science (EJERS), Vol. 3(4), 19-26.

Li, K., dan Horne, R.N. 2005. Verification of Decline Curve Analysis Models for Production Predection. SPE 93878. 1-8.

Makridakis, S., Wheelwright, S. C. dan McGee, V. E. 1999. Metode dan Aplikasi Peramalan Jilid 1. Jakarta: Binarupa Aksara.

Petrobjects. 2004. Reserves Estimation Methods. Massachusetts, USA: The House of Petroluiem.

Pratiwi, A.R., Hastuti, E.W.D., dan Prabu, U.A. 2013. Estimasi Cadangan Minyak dengan Metode Decline Curve di Lapangan Pendopo. Prosiding Seminar Nasional Added Value of Energy Resources (AvoER), ke-5, 125-130.

Wahyuningsih, S. 2011. Pendekatan Stokastik Pada Analisis Kurva Penurunan Tipe Eksponensial. Jurnal Eksponensial, Vol. 2(2), 1-4.

Widarjono, A. 2007. Ekonometrika: Teori dan Aplikasi untuk Ekonomi dan Bisnis. Yogyakarta: Ekonisia.

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Published

2019-10-08

How to Cite

Wati, R., Wahyuningsih, S., & Syaripuddin, S. (2019). Peramalan Laju Produksi Minyak Bumi Menggunakan Metode Decline Curve Analysis dan ARIMA. Jurnal Aplikasi Statistika & Komputasi Statistik, 11(1), 73–86. https://doi.org/10.34123/jurnalasks.v11i1.155