Use a DC power adapter made for your laptop for DC power.
You'll have to use some other solution for automatic startup/shutdown, perhaps using Wake-On-Ring or something similar.
Another possibility is to mod the power switch on either the laptop or a docking station. The latter would be preferrable to maintain the usability (and warranty!) of the laptop.