Dynamic optimisation of preventative and corrective maintenance schedules for a large scale urban drainage system.

•We consider urban drainage system maintenance as a risk-driven problem.•Environment and social cost of flooding are important factors for scheduling.•Our strategy optimises preventative and reactive maintenance automatically.•Preventative maintenance greatly reduces the flooding risk at little additional cost.•Up-to-date information is the key to improving drainage system maintenance quality.