A variant of the Hubbert curve for world oil production forecasts

In this paper, a model that attempts to contribute in this regard is presented; it is based on a variantof the well-known Hubbert curve. In addition, the sum of multiple-Hubbert curves (two cycles) is usedto provide a better fit for the historical data on oil production (crude and natural gas liquid (NGL)).