IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v130y2017icp448-460.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544217306643
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2017.04.098?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. Brandt, Adam R., 2007. "Testing Hubbert," Energy Policy, Elsevier, vol. 35(5), pages 3074-3088, May.
    4. 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.
    5. 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.
    6. 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.
    7. Gallagher, Brian, 2011. "Peak oil analyzed with a logistic function and idealized Hubbert curve," Energy Policy, Elsevier, vol. 39(2), pages 790-802, February.
    8. 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.
    9. H. Theil & S. Wage, 1964. "Some Observations on Adaptive Forecasting," Management Science, INFORMS, vol. 10(2), pages 198-206, January.
    10. 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.
    11. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Syed Aziz Ur Rehman & Yanpeng Cai & Nayyar Hussain Mirjat & Gordhan Das Walasai & Izaz Ali Shah & Sharafat Ali, 2017. "The Future of Sustainable Energy Production in Pakistan: A System Dynamics-Based Approach for Estimating Hubbert Peaks," Energies, MDPI, vol. 10(11), pages 1-24, November.
    2. Berk, Istemi & Ediger, Volkan Ş., 2016. "Forecasting the coal production: Hubbert curve application on Turkey's lignite fields," Resources Policy, Elsevier, vol. 50(C), pages 193-203.
    3. Reynolds, Douglas B., 2014. "World oil production trend: Comparing Hubbert multi-cycle curves," Ecological Economics, Elsevier, vol. 98(C), pages 62-71.
    4. 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.
    5. Hu, Yan & Hall, Charles A.S. & Wang, Jianliang & Feng, Lianyong & Poisson, Alexandre, 2013. "Energy Return on Investment (EROI) of China's conventional fossil fuels: Historical and future trends," Energy, Elsevier, vol. 54(C), pages 352-364.
    6. 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.
    7. Xiaoqian Guo & Qiang Yan & Anjian Wang, 2017. "Assessment of Methods for Forecasting Shale Gas Supply in China Based on Economic Considerations," Energies, MDPI, vol. 10(11), pages 1-14, October.
    8. Steward, David R. & Allen, Andrew J., 2016. "Peak groundwater depletion in the High Plains Aquifer, projections from 1930 to 2110," Agricultural Water Management, Elsevier, vol. 170(C), pages 36-48.
    9. 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.
    10. Yeeles, Adam & Akporiaye, Alero, 2016. "Risk and resilience in the Nigerian oil sector: The economic effects of pipeline sabotage and theft," Energy Policy, Elsevier, vol. 88(C), pages 187-196.
    11. Douglas B. Reynolds, 2024. "U.S. shale oil production and trend estimation: Forecasting a Hubbert model," Economic Inquiry, Western Economic Association International, vol. 62(1), pages 468-487, January.
    12. Guseo, Renato & Mortarino, Cinzia & Darda, Md Abud, 2015. "Homogeneous and heterogeneous diffusion models: Algerian natural gas production," Technological Forecasting and Social Change, Elsevier, vol. 90(PB), pages 366-378.
    13. Vikström, Hanna & Davidsson, Simon & Höök, Mikael, 2013. "Lithium availability and future production outlooks," Applied Energy, Elsevier, vol. 110(C), pages 252-266.
    14. Alexander Malanichev, 2018. "Limits of Technological Efficiency of Shale Oil Production in the USA," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 12(4), pages 78-89.
    15. Hallack, Larissa Nogueira & Szklo, Alexandre, 2019. "Assessing the exploratory potential in Brazil by applying a creaming curve variant," Energy Policy, Elsevier, vol. 129(C), pages 672-683.
    16. Heun, Matthew Kuperus & de Wit, Martin, 2012. "Energy return on (energy) invested (EROI), oil prices, and energy transitions," Energy Policy, Elsevier, vol. 40(C), pages 147-158.
    17. Semenychev, Valery & Kurkin, Eugene & Semenychev, Eugene & Danilova, Anastasia, 2014. "Oscillatory components in the bell-shaped curves of the product life cycle modeling tool," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 111-123.
    18. Douglas B. Reynolds & Marek Kolodziej, 2009. "North American Natural Gas Supply Forecast: The Hubbert Method Including the Effects of Institutions," Energies, MDPI, vol. 2(2), pages 1-38, May.
    19. Hallock, John L. & Wu, Wei & Hall, Charles A.S. & Jefferson, Michael, 2014. "Forecasting the limits to the availability and diversity of global conventional oil supply: Validation," Energy, Elsevier, vol. 64(C), pages 130-153.
    20. Delannoy, Louis & Longaretti, Pierre-Yves & Murphy, David J. & Prados, Emmanuel, 2021. "Peak oil and the low-carbon energy transition: A net-energy perspective," Applied Energy, Elsevier, vol. 304(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:130:y:2017:i:c:p:448-460. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.