is the structure attached to your house or freestanding ?
If you have a vertical wall(if it's South facing) you could attach a framework to the wall to take the majority of the load and just have the bottom edge of the panels resting on a load bearing strip of ally or similar with a slayer of rubber between that and you FG roof. would need to box in the open ends to stop the wind getting under the panels and ripping them off