Worldwide cheap and heavy oil productions: A long-term energy model

► Production of conventional and non-conventional oils in aggregate time series. ► Decomposition modelling and forecasting with a multi-regime model. ► Diffusion of innovation theories and appropriateness of applying Bass concepts to the extraction of oil resources. ► Partially overlapping oil extraction processes. ► Refining capacities and dynamics of oil extraction.