Hi Tpeers. I've never tried growing them like that, only at the conventional times. Two problems spring to mind.
1. trouble with pollination if they're enclosed in the colder weather.
2. Falling light levels at that time of the year. Some plants need the correct light levels.
My gut instinct is that you won't get a crop but I'd love to be wrong
Please tell us how you get on