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Multimodel forecasting of non-renewable resources production

Author

Listed:
  • Semenychev, V.K.
  • Kurkin, E.I.
  • Semenychev, E.V.
  • Danilova, A.A.

Abstract

The article addresses the complexities of modelling and forecasting of non-renewable resources production (oil, gas, coal, etc.), by means of combining five production trend models with “custom” asymmetry, as well as with six models of fluctuation components: harmonic, independent from the trend; harmonic, proportional to the trend; simultaneous presence of the first and second models of fluctuation components; harmonic with “weighted amplitude”; “frequency-weighted” harmonics.

Suggested Citation

  • Semenychev, V.K. & Kurkin, E.I. & Semenychev, E.V. & Danilova, A.A., 2017. "Multimodel forecasting of non-renewable resources production," Energy, Elsevier, vol. 130(C), pages 448-460.
    • Handle: RePEc:eee:energy:v:130:y:2017:i:c:p:448-460
    DOI: 10.1016/j.energy.2017.04.098
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    References listed on IDEAS

    as
    1. Semenychev, V.K. & Kurkin, E.I. & Semenychev, E.V., 2014. "Modelling and forecasting the trends of life cycle curves in the production of non-renewable resources," Energy, Elsevier, vol. 75(C), pages 244-251.
    2. Gallagher, Brian, 2011. "Peak oil analyzed with a logistic function and idealized Hubbert curve," Energy Policy, Elsevier, vol. 39(2), pages 790-802, February.
    3. Tao, Zaipu & Li, Mingyu, 2007. "What is the limit of Chinese coal supplies--A STELLA model of Hubbert Peak," Energy Policy, Elsevier, vol. 35(6), pages 3145-3154, June.
    4. H. Theil & S. Wage, 1964. "Some Observations on Adaptive Forecasting," Management Science, INFORMS, vol. 10(2), pages 198-206, January.
    5. Sällh, David & Höök, Mikael & Grandell, Leena & Davidsson, Simon, 2014. "Evaluation and update of Norwegian and Danish oil production forecasts and implications for Swedish oil import," Energy, Elsevier, vol. 65(C), pages 333-345.
    6. Wang, Ke & Feng, Lianyong & Wang, Jianliang & Xiong, Yi & Tverberg, Gail E., 2016. "An oil production forecast for China considering economic limits," Energy, Elsevier, vol. 113(C), pages 586-596.
    7. Wang, Jianzhou & Jiang, Haiyan & Zhou, Qingping & Wu, Jie & Qin, Shanshan, 2016. "China’s natural gas production and consumption analysis based on the multicycle Hubbert model and rolling Grey model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 1149-1167.
    8. Brandt, Adam R., 2010. "Review of mathematical models of future oil supply: Historical overview and synthesizing critique," Energy, Elsevier, vol. 35(9), pages 3958-3974.
    9. Brandt, Adam R., 2007. "Testing Hubbert," Energy Policy, Elsevier, vol. 35(5), pages 3074-3088, May.
    10. Hammond, G.P. & Mackay, R.M., 1993. "Projections of UK oil and gas supply and demand to 2010," Applied Energy, Elsevier, vol. 44(2), pages 93-112.
    11. Chavez-Rodriguez, Mauro F. & Szklo, Alexandre & de Lucena, Andre Frossard Pereira, 2015. "Analysis of past and future oil production in Peru under a Hubbert approach," Energy Policy, Elsevier, vol. 77(C), pages 140-151.
    12. Reynolds, Douglas B. & Kolodziej, Marek, 2008. "Former Soviet Union oil production and GDP decline: Granger causality and the multi-cycle Hubbert curve," Energy Economics, Elsevier, vol. 30(2), pages 271-289, March.
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