Partial discharges are one of the main aging mechanisms of electrical components. Some specific types of partial discharges, such as surface discharges and treeing, involve the interaction of a plasma with a polymeric surface. Our aim is to build a multi-scale model that describes the ageing of dielectric materials exposed to these types of partial discharges and can, possibly, shed new light on the treeing progression.