Finally found a solution that works to disable power management! I added the following line to the service section of my systemd unit file:
ExecStartPost = /usr/bin/sh -c 'DISPLAY=:0 xset s off -dpms'
If I check with the command below I can see DPMS is off
DISPLAY=:0 xset -q