More expensive. More things to fail. Would also cause damage by scratching up the panels. That would significantly lower the amount of light it gets far sooner than dust collection. And people forget... Our landers/rovers and probes are friggin huge. Would need the equivalent of a push broom alongside all the mechanical stuff needed for that purpose alone.