Swindon receives more insolation that Aberdeenshire, as shown in the graph above. Also, 5 years ago, there was no government backing, such as the Feed-In Tariff.
A modest system that might cost in the region of £11,000 (retro fitted) should in theory allow you to gain a ROI of up to 9%...