Qualitative Reasoning is often seen as a powerful basis for generating explanations, because the behaviour of interest is explicitly modelled in terms of relevant components, processes, causality relations, quantity spaces, assumptions, states and transitions, while neglecting unnecessary details like quantitative values. However, the link between qualitative reasoning and explanation is often ...