Yes, definitely follow what the others are saying here.
DO NOT ever mount an air conditioner sideways (with the part that's supposed to be on the bottom being vertical) Like the others said, there is lubricating oil in the compressor that needs to stay on the bottom of the compressor, If you turn the A/C sideways, the oil will spill out from the bottom of the compressor and get into the refrigeration system. As anyone familiar with the principle of hydraulics knows.........liquids (in this case compressor lubricating oil) do not compress. You would destroy your A/C compressor very quickly.
The best thing I can compare this to is if the engine in your car got turned sideways or upside down. Large quantities of oil would then leak into the cylinders. When the pistons in your engine tried to compress the oil, the oil of course will not compress (unlike the regular air and fuel mixture.) The force of the moving piston will then be transferred to the engine itself, almost like if the piston hit the engine itself. Of course this means engine destruction.
In fact, many refrigerator and even A/C manufacturers recommend that you let your new refrigerator or A/C sit for one hour before you plug it in for the first time. This is because when you move an A/C or a refrigerator, you often must tip it at an extreme angle while moving it into position. The manufacturers are afraid of oil spilling out of the the compressor while you are tipping it. They recommend the 1 hour wait after installation and before power up in order to give the oil time to drain back into the compressor. This helps them avoid repair calls for blown compressors.
