Jim Hamilton proposes in an Econbrowser post a regression equation to describe oil prices using a demand factor (copper prices), USD exchange rate  and long-term US interest rates. According to model, that accounts mainly for demand side variables, a significant proportion of the decline in oil prices since mid-2014 can be explained.