Where is Appledore, home of Sherlock's super-villain?

In the final episode of this series of Sherlock, the detective followed his nemesis to an incredible villain's lair, Appledore. Viewers glimpsed this impossibly futuristic mansion and assumed it was an elaborate set.

In fact it's home to one of the country's leading engineers.
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