I'm not entirely sure why the reservoir was constructed, nor when, but I'd guess it was intended to provide a reliable, year-round source of power for water wheels, avoiding both floods and droughts.
It certainly wasn't for drinking water; as recently as the 1970s the reservoir's water was contaminated by sulphur from old mine workings.