I opened the fuse box under the hood, but was not able to locate or pull out the power seat fuse. Any help on this matter will be greatly appreciated,
Thanks.

 

The fuse may be a fusible link. A section of wire designed to burn through if when overheated.

There is typically is a fuse box behind the drivers side ash tray/coin box door on the lower left side of the dash board.

Plus a fuse/relay box behind the drivers side kick panel. A plastic panel on the lower left wall of chassis under the dash board.

Look in this two places for something labeled P/SEAT. It's 30 amps.

 

This is the best pic i could come up with for a 2007. Adding this in case it helps someone in the future. (There are others giving advice that it cannot be removed without dismantling the fusebox, and this isnt true.)

 

That fuse is bolted to the box via bolts connecting the two fuse lugs to the two electrical wires. One needs to get behind the fuse box/fuse board to unbolt it. The fuse has a window on the top to determine if the fuse link is "blown."

The fuse powers both front seats. If one seat works the other should have power.