It seems that Lohgarh fort is surrounded by water that might be the reason that it remains uncaptured that time. Like this, here in Maharashtra, Aurangabad city (India) there is one Devgiri Fort which is surrounded by water.

Great captures of architectural view of fort with different view. Vijay stambh seems so cool.