If that 'big can' at the bottom isn't starting, then, yes .. THAT is your problem. That is the fan that forces the flame fumes out the PVC pipe and it MUST be running before the furnace will light. It's a common problem since the PVC flue 'sweats' as it cools off .. that drips WATER down into...