Econ 101 my friend. given constant demand for finished product a refinery shut down lowers supply thus prices rise.
That would affect the price of gasoline, or the output of the refinery. Not the feedstock crude that goes INTO the refinery - if refineries are buying less oil because of a couple of shutdowns, demand goes down and prices of crude should FALL.