Before revision:  In this paper we show how Explainable Artificial Intelligence (XAI) can be useful for quantifying the impact that different feature groups have on the fuel consumption of a particular fleet.
After revision:  In this paper we show how Explainable Artificial Intelligence (XAI) can be useful for quantifying the impact that fuel factors have on the fuel consumption of a particular fleet.