There are 72 of these torpedo tubes. There are 36 on each side, and they are located on either side of what would be main engineering. There is a schematic seen by Khan that shows the placement of these tubes. When I saw the tubes, I thought they resembled the tubes that were used on submarines.
Scotty was worried about the effect the torpedoes would have on the ship's systems. Think cell phones and airplanes.