Haven't tried server-side yet, but I don't see an option to disable fuel use locally. I see the setting in the source code:

public final ForgeConfigSpec.BooleanValue fuelEnabled;

But I can't figure out how to set it for single player.

Disabling fuel is located in the server-config folder which is located in your world folder.