How long does it take to fill a 18 foot by 52 inch pool?

That would completely depend on the flow rate from the source. There Is no standard answer to what your fill rate would be. If you calculate the mount of water coming from the hose by timing how long it takes to fill a 5 gallon bucket, then calculate the volume of the pool, you can then estimate how long the fill of the pool will take.