This is a very common problem with oil-fired furnaces. The DUmmy has some old heating oil that spent the summer either in his tank or in a retailer's storage facility, and suffered a lot of evaporation loss.
The result is the oil got too viscous to properly spray into his firebox.
Hopefully, the DUmmy's oil tank is less than half full. At any rate, the solution is to top the tank off with regular grade gasoline.
The DUmmy will find that gasoline sprays and ignites much more reliably than straight heatiing oil.
The blend should be at least 50% gasoline, up to 90%.
At current prices that will represent a nice savings over straight heating oil.